├── .gitattributes ├── .gitignore ├── INSTALLATION.md ├── LICENSE ├── MATLAB-details.md ├── README.md ├── applications ├── Acquisition │ ├── 2DTimeJitteredOBS-LR │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── example.png │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── example_05.png │ │ │ │ ├── example_06.png │ │ │ │ ├── example_07.png │ │ │ │ ├── example_08.png │ │ │ │ ├── example_09.png │ │ │ │ ├── example_10.png │ │ │ │ ├── example_11.png │ │ │ │ ├── index.html │ │ │ │ ├── slim.css │ │ │ │ └── slim.xsl │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── jitacq_deblending_LR.m │ │ │ ├── jitacq_deblending_LR_params.m │ │ │ ├── setpath.m │ │ │ └── view_results.m │ │ ├── misc_funcs │ │ │ ├── Time_Jitt_LR.m │ │ │ ├── TraceNorm_dual_TJM.m │ │ │ ├── TraceNorm_primal_TJM.m │ │ │ ├── TraceNorm_project_TJM.m │ │ │ ├── image2DTRSframe.m │ │ │ ├── imageJitteredData.m │ │ │ ├── jitter_airgunarrays.m │ │ │ ├── opJittshift.m │ │ │ ├── opMH.m │ │ │ └── write_ACQdata.m │ │ ├── results │ │ │ └── SConstruct │ │ └── startup.m │ ├── 2DTimeJitteredOBS │ │ ├── README.md │ │ ├── acq_funcs │ │ │ ├── FFTfractsplinefilters.m │ │ │ ├── MakeFracSplinesFilters.m │ │ │ ├── convacq_2arrays.m │ │ │ ├── fractsplineautocorr.m │ │ │ ├── image2DTRSframe.m │ │ │ ├── imageJitteredData.m │ │ │ ├── jitter_airgunarrays.m │ │ │ ├── opJitTimeShot1boat2arrays.m │ │ │ ├── opJitTimeShot2boats2arrays.m │ │ │ ├── opSplineWaveletSPOT.m │ │ │ ├── shift.m │ │ │ ├── sinc.m │ │ │ └── write_ACQdata.m │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── examples.html │ │ │ ├── examples.m │ │ │ ├── examples_01.png │ │ │ ├── examples_02.png │ │ │ ├── examples_03.png │ │ │ ├── examples_04.png │ │ │ ├── examples_05.png │ │ │ ├── examples_06.png │ │ │ ├── examples_07.png │ │ │ ├── examples_08.png │ │ │ ├── examples_09.png │ │ │ ├── examples_10.png │ │ │ ├── examples_11.png │ │ │ ├── examples_12.png │ │ │ ├── examples_13.png │ │ │ ├── examples_14.png │ │ │ ├── examples_15.png │ │ │ ├── examples_16.png │ │ │ ├── examples_17.png │ │ │ ├── examples_18.png │ │ │ ├── examples_19.png │ │ │ ├── examples_20.png │ │ │ ├── examples_21.png │ │ │ ├── examples_22.png │ │ │ ├── examples_23.png │ │ │ ├── examples_24.png │ │ │ ├── examples_25.png │ │ │ ├── examples_26.png │ │ │ ├── examples_27.png │ │ │ ├── examples_28.png │ │ │ ├── examples_29.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── TimeJitAcq_1boat │ │ │ │ ├── README.md │ │ │ │ ├── jitacq_deblending.m │ │ │ │ ├── jitacq_deblending_params.m │ │ │ │ ├── setpath.m │ │ │ │ └── view_results.m │ │ │ └── TimeJitAcq_2boats │ │ │ │ ├── README.md │ │ │ │ ├── jitacq_deblending.m │ │ │ │ ├── jitacq_deblending_params.m │ │ │ │ ├── setpath.m │ │ │ │ └── view_results.m │ │ ├── results │ │ │ ├── TimeJitAcq_1boat │ │ │ │ └── SConstruct │ │ │ └── TimeJitAcq_2boats │ │ │ │ └── SConstruct │ │ ├── scripts │ │ │ ├── README_templates.md │ │ │ ├── jitacq_deblending_params_template.m │ │ │ ├── jitacq_deblending_template.m │ │ │ ├── setpath.m │ │ │ └── view_results_template.m │ │ └── startup.m │ ├── SourceSeparationL1 │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── makedoc.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── SourceSepL1.m │ │ │ ├── SourceSepL1_params.m │ │ │ ├── convert_results_freqtotime.m │ │ │ └── setpath.m │ │ ├── misc_funcs │ │ │ ├── afun.m │ │ │ ├── tfdomain.m │ │ │ └── timeshift.m │ │ ├── results │ │ │ ├── README.md │ │ │ └── SConstruct │ │ └── startup.m │ ├── SourceSeparationLowRankHSS │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── example_05.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── SourceSep_HSS.m │ │ │ ├── SourceSep_params.m │ │ │ ├── setpath.m │ │ │ └── view_results.m │ │ ├── misc_funcs │ │ │ ├── HSS_cell.m │ │ │ ├── HSS_marine.m │ │ │ ├── NLfunForward_parallel.m │ │ │ ├── TraceNorm_dual_macq.m │ │ │ ├── TraceNorm_project_macq.m │ │ │ ├── gen_blended_data.m │ │ │ ├── makefigure.m │ │ │ ├── old_funcs │ │ │ │ ├── HSS_macq.m │ │ │ │ ├── NLfunForward.m │ │ │ │ ├── TraceNorm_dual.m │ │ │ │ ├── TraceNorm_project.m │ │ │ │ ├── afunacq_HSS.m │ │ │ │ ├── shiftzs_HSS.m │ │ │ │ └── tfdomain.m │ │ │ ├── save_data.m │ │ │ ├── shiftzs_HSS.m │ │ │ ├── spgl1JULY.m │ │ │ └── tfdomain.m │ │ ├── results │ │ │ └── SConstruct │ │ └── startup.m │ ├── TimeJitteredOBS_OffTheGrid │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ └── index.m │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── TimeJitAcq_params.m │ │ │ ├── run_TimeJitAcq_Deblending.m │ │ │ ├── setpath.m │ │ │ └── view_results.m │ │ ├── misc_funcs │ │ │ ├── FFTfractsplinefilters.m │ │ │ ├── MakeFracSplinesFilters.m │ │ │ ├── TimeJitAcq_Deblend.m │ │ │ ├── convacq_2arrays.m │ │ │ ├── fdct_c2v_mat.m │ │ │ ├── fdct_v2c_mat.m │ │ │ ├── fdct_wrapping_core.m │ │ │ ├── fractsplineautocorr.m │ │ │ ├── genJitData.m │ │ │ ├── ifdct_wrapping_core.m │ │ │ ├── image2DTRSframe.m │ │ │ ├── imageJitteredData.m │ │ │ ├── jitter_airgunarrays.m │ │ │ ├── opFDCT.m │ │ │ ├── opFDCTcore.m │ │ │ ├── opFFT1C.m │ │ │ ├── opFFT2C.m │ │ │ ├── opJitNFDCT1boat.m │ │ │ ├── opNFDCT.m │ │ │ ├── opNFFT.m │ │ │ ├── opSplineWaveletSPOT.m │ │ │ ├── shift.m │ │ │ ├── sinc.m │ │ │ └── write_ACQdata.m │ │ └── startup.m │ └── TimeLapseJRM │ │ ├── README.md │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── JRM_OneRecvGather.m │ │ ├── example_marine.m │ │ ├── html │ │ │ ├── example_marine.html │ │ │ ├── example_marine_01.png │ │ │ ├── example_marine_02.png │ │ │ ├── example_marine_03.png │ │ │ ├── example_marine_04.png │ │ │ ├── example_marine_05.png │ │ │ ├── example_marine_06.png │ │ │ ├── example_marine_07.png │ │ │ ├── example_marine_08.png │ │ │ ├── example_marine_09.png │ │ │ ├── example_marine_10.png │ │ │ ├── example_marine_11.png │ │ │ ├── example_marine_12.png │ │ │ ├── example_marine_13.png │ │ │ ├── example_marine_14.png │ │ │ ├── example_marine_15.png │ │ │ ├── index.html │ │ │ ├── results.html │ │ │ ├── results_01.png │ │ │ ├── results_02.png │ │ │ ├── results_03.png │ │ │ ├── results_04.png │ │ │ └── slim.css │ │ ├── index.m │ │ ├── reproduce_docs.m │ │ ├── results.m │ │ └── slim.xsl │ │ ├── fourD_functions │ │ ├── convacq_2arrays.m │ │ ├── jitter_airgunarrays4D.m │ │ ├── opJittshift.m │ │ └── write_ACQdata.m │ │ ├── results │ │ ├── MissShots_OneReceiverGather │ │ │ └── SConstruct │ │ └── TimeJitteredMarineAcq_OneReceiverGather │ │ │ └── SConstruct │ │ ├── scripts │ │ ├── MissShots_OneReceiverGather │ │ │ ├── JRM_OneRecvGather.m │ │ │ ├── JRM_mkfigs.m │ │ │ ├── README.md │ │ │ └── setpath.m │ │ └── TimeJitteredMarineAcq_OneReceiverGather │ │ │ ├── JRM_TimeJitAcq_OneRecvGather.m │ │ │ ├── JRM_TimeJitAcq_params.m │ │ │ ├── README.md │ │ │ ├── setpath.m │ │ │ └── view_results.m │ │ └── startup.m ├── Imaging │ ├── L1MIGRATIONbasic │ │ ├── Data │ │ │ └── SConstruct │ │ ├── Doc │ │ │ ├── examples.m │ │ │ ├── html │ │ │ │ ├── examples.html │ │ │ │ ├── examples.png │ │ │ │ ├── examples_01.png │ │ │ │ ├── examples_02.png │ │ │ │ ├── examples_03.png │ │ │ │ ├── examples_04.png │ │ │ │ ├── examples_05.png │ │ │ │ ├── examples_06.png │ │ │ │ ├── examples_07.png │ │ │ │ ├── examples_08.png │ │ │ │ ├── examples_09.png │ │ │ │ ├── examples_10.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── publishL1imagingbasic.m │ │ │ └── slim.xsl │ │ ├── Example │ │ │ ├── LSM_BGcompass_model2d_L1_WR.m │ │ │ └── LSM_toy_model_L1_WR.m │ │ ├── Functions │ │ │ ├── Corescaletest.m │ │ │ ├── SIG_Source.m │ │ │ ├── Smoothupdate.m │ │ │ ├── brm_Border.m │ │ │ ├── dct.m │ │ │ ├── extender2.m │ │ │ ├── fftreal.m │ │ │ ├── fixborder.m │ │ │ ├── func_adaptor_lsqr.m │ │ │ ├── gausswin.m │ │ │ ├── idct.m │ │ │ ├── ifftreal.m │ │ │ ├── imagesl.m │ │ │ ├── invvec.m │ │ │ ├── jobforlina.m │ │ │ ├── jobstart.m │ │ │ ├── l1recovery.m │ │ │ ├── lpf.m │ │ │ ├── montageArray.m │ │ │ ├── mycurtainfun.m │ │ │ ├── offsetmask.m │ │ │ ├── opColumnRestrict.m │ │ │ ├── opCoreScale.m │ │ │ ├── opDiagL.m │ │ │ ├── opHelm2D9pt.m │ │ │ ├── opMeCurvelet2d.m │ │ │ ├── opMig.m │ │ │ ├── opMigSpmd.m │ │ │ ├── opMigSpmdA.m │ │ │ ├── opMigSpmdSmartA.m │ │ │ ├── opMig_DeMig.m │ │ │ ├── opMig_ivc.m │ │ │ ├── opMyCurvelet2d.m │ │ │ ├── opSRtoMH.m │ │ │ ├── opScale.m │ │ │ ├── opShearlet.m │ │ │ ├── opSnapshot.m │ │ │ ├── opWaExtend.m │ │ │ ├── opWaveAtom.m │ │ │ ├── pathdef.m │ │ │ ├── rhs2d.m │ │ │ ├── scrollData.m │ │ │ ├── vec.m │ │ │ ├── viewresult.m │ │ │ └── wvlet.m │ │ ├── README.md │ │ ├── Results │ │ │ └── SConstruct │ │ └── startup.m │ ├── L1MIGRATIONwSRM │ │ ├── README.md │ │ ├── WHAT_IS_NEW.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── README.md │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── example.png │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── example_05.png │ │ │ │ ├── example_06.png │ │ │ │ ├── example_07.png │ │ │ │ ├── example_08.png │ │ │ │ ├── example_09.png │ │ │ │ ├── example_10.png │ │ │ │ ├── example_11.png │ │ │ │ ├── example_12.png │ │ │ │ ├── example_13.png │ │ │ │ ├── example_14.png │ │ │ │ ├── example_15.png │ │ │ │ ├── example_16.png │ │ │ │ ├── example_17.png │ │ │ │ ├── example_18.png │ │ │ │ ├── example_19.png │ │ │ │ ├── example_20.png │ │ │ │ ├── example_21.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── saltdome │ │ │ │ ├── Fig1c_RTM_IgnoreMul.m │ │ │ │ ├── Fig1d_RTM_totaldata.m │ │ │ │ ├── Fig2a_Inv_alldata.m │ │ │ │ ├── Fig2bc_Inv_RTM_10ss.m │ │ │ │ ├── Fig2d_Inv_2ss15freq_NoRedraw.m │ │ │ │ ├── Fig2e_Inv_2ss15freq.m │ │ │ │ ├── Fig2f_Inv_2ss15freq_L2P.m │ │ │ │ └── README.md │ │ │ └── sigsbee │ │ │ │ ├── Fig4c_RTM_Total.m │ │ │ │ ├── Fig4d_Inv_Total.m │ │ │ │ ├── Fig4e_Inv_Total_IgnoreMul.m │ │ │ │ ├── Fig5a_Inv_Mul.m │ │ │ │ ├── Fig5b_Inv_Total_EstQ.m │ │ │ │ ├── Fig6c_Inv_Total_AccuBgModel.m │ │ │ │ ├── Fig6d_Inv_Total_SlowBgModel.m │ │ │ │ ├── Fig6e_Inv_Total_AccuBgModel_NoSparsity.m │ │ │ │ ├── Fig6f_Inv_Total_SlowBgModel_NoSparsity.m │ │ │ │ └── README.md │ │ ├── migfcts │ │ │ ├── +plot_utils │ │ │ │ ├── scrollData.m │ │ │ │ ├── set_my_figure.m │ │ │ │ ├── show_data.m │ │ │ │ └── show_model.m │ │ │ ├── DF_old.m │ │ │ ├── DF_precon.m │ │ │ ├── F_old.m │ │ │ ├── Helm2D.m │ │ │ ├── MDconv_2D_MS.m │ │ │ ├── Mig_Mul.m │ │ │ ├── Mig_Pri.m │ │ │ ├── Mig_SRM.m │ │ │ ├── Migration_with_SRM.m │ │ │ ├── checkinput.m │ │ │ ├── choose_freq_subset.m │ │ │ ├── curvelet_denoise.m │ │ │ ├── curvelet_denoise_wCurvSyn.m │ │ │ ├── disp_migPreview.m │ │ │ ├── disp_verb.m │ │ │ ├── epsitest.m │ │ │ ├── est_opMig_norm.m │ │ │ ├── est_opPrecon_norm.m │ │ │ ├── flag_untested.m │ │ │ ├── get_curvelet_hdr.m │ │ │ ├── get_subset_mask.m │ │ │ ├── make_encoding_mat.m │ │ │ ├── make_linear_data.m │ │ │ ├── migsrm_testop.m │ │ │ ├── model_data.m │ │ │ ├── opDataMatrix_MS.m │ │ │ ├── opEPSI_MS.m │ │ │ ├── opEPSI_MS_dist.m │ │ │ ├── opFFTsym_conv_mask.m │ │ │ ├── opFFTsym_mask.m │ │ │ ├── opRealRestriction.m │ │ │ ├── opRightMulMat.m │ │ │ ├── opSaveSnapshot.m │ │ │ ├── opTukeyWinMask.m │ │ │ ├── oppDF_old.m │ │ │ ├── oppDF_precon.m │ │ │ ├── process_options_to_struct.m │ │ │ ├── projMigPri.m │ │ │ ├── projMigSRM.m │ │ │ ├── readDataType.m │ │ │ ├── read_MigData.m │ │ │ ├── ref_den_compensate.m │ │ │ ├── smooth_ND_model.m │ │ │ ├── sourcegrid.m │ │ │ ├── test_model.m │ │ │ ├── writeDataType.m │ │ │ └── write_MigData.m │ │ ├── results │ │ │ ├── SConstruct │ │ │ ├── saltdome │ │ │ │ └── precooked │ │ │ │ │ └── SConstruct │ │ │ └── sigsbee │ │ │ │ └── precooked │ │ │ │ └── SConstruct │ │ └── startup.m │ ├── L1MIGRATIONwVP │ │ ├── README.md │ │ ├── WHAT_IS_NEW.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── docs │ │ │ ├── README.md │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── example.png │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── example_05.png │ │ │ │ ├── example_06.png │ │ │ │ ├── example_07.png │ │ │ │ ├── example_08.png │ │ │ │ ├── example_09.png │ │ │ │ ├── example_10.png │ │ │ │ ├── example_11.png │ │ │ │ ├── example_12.png │ │ │ │ ├── example_13.png │ │ │ │ ├── example_14.png │ │ │ │ ├── example_15.png │ │ │ │ ├── example_16.png │ │ │ │ ├── example_17.png │ │ │ │ ├── example_18.png │ │ │ │ ├── example_19.png │ │ │ │ ├── example_20.png │ │ │ │ ├── example_21.png │ │ │ │ ├── example_22.png │ │ │ │ ├── example_23.png │ │ │ │ ├── example_24.png │ │ │ │ ├── example_25.png │ │ │ │ ├── example_26.png │ │ │ │ ├── example_27.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── segsalt │ │ │ │ ├── Fig2a_ideal_RTM_trueQ.m │ │ │ │ ├── Fig2b_ideal_Inv_trueQ.m │ │ │ │ ├── Fig2c_ideal_Inv_wrongQ.m │ │ │ │ ├── Fig2d_ideal_Inv_estQ.m │ │ │ │ ├── Fig4a_iwave_RTM_trueQ.m │ │ │ │ ├── Fig4b_iwave_Inv_trueQ.m │ │ │ │ ├── Fig4c_iwave_Inv_estQ.m │ │ │ │ └── README.md │ │ │ └── sigsbee │ │ │ │ ├── Fig13b_iwave_IG1.m │ │ │ │ ├── Fig13b_iwave_IG2.m │ │ │ │ ├── Fig7a_ideal_Inv_EstQ.m │ │ │ │ ├── Fig9a_iwave_Inv_TrueQ.m │ │ │ │ ├── Fig9b_iwave_Inv_EstQ.m │ │ │ │ └── README.md │ │ ├── migfcts │ │ │ ├── DF_old.m │ │ │ ├── F_old.m │ │ │ ├── Helm2D.m │ │ │ ├── Mig_Pri.m │ │ │ ├── Mig_SRM.m │ │ │ ├── Mig_SRM_IG.m │ │ │ ├── curvelet_denoise.m │ │ │ ├── curvelet_denoise_gen.m │ │ │ ├── curvelet_denoise_wCurvSyn.m │ │ │ ├── flag_untested.m │ │ │ ├── get_curvelet_hdr.m │ │ │ ├── get_subset_mask.m │ │ │ ├── hp1D_z.m │ │ │ ├── inv_RM.m │ │ │ ├── inv_RM_mul.m │ │ │ ├── inv_RM_mul_proj.m │ │ │ ├── inv_RM_proj.m │ │ │ ├── make_encoding_mat.m │ │ │ ├── make_mask.m │ │ │ ├── migvp_testop.m │ │ │ ├── myncc.m │ │ │ ├── opFFTsym_conv_mask.m │ │ │ ├── opRealRestriction.m │ │ │ ├── opRightMulMat.m │ │ │ ├── opSaveSnapshot.m │ │ │ ├── opTriMute.m │ │ │ ├── opTrimBorder.m │ │ │ ├── oppDF_old.m │ │ │ ├── projMigPri.m │ │ │ ├── projMigSRM.m │ │ │ ├── projMigSRM_IG.m │ │ │ ├── ricker_freq.m │ │ │ ├── set_my_figure.m │ │ │ ├── show_model.m │ │ │ └── sourcegrid.m │ │ ├── results │ │ │ ├── SConstruct │ │ │ ├── segsalt │ │ │ │ └── precooked │ │ │ │ │ └── SConstruct │ │ │ └── sigsbee │ │ │ │ └── precooked │ │ │ │ └── SConstruct │ │ └── startup.m │ ├── TimeDomainLSRTM │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.html │ │ │ ├── example.m │ │ │ ├── example_01.png │ │ │ ├── example_02.png │ │ │ ├── example_03.png │ │ │ ├── example_eq07657233533591063549.png │ │ │ ├── example_eq11373214381793991308.png │ │ │ ├── html │ │ │ │ ├── index.html │ │ │ │ ├── makedoc.html │ │ │ │ ├── marmousi_lsrtm.png │ │ │ │ ├── marmousi_lsrtm_01.png │ │ │ │ ├── marmousi_lsrtm_02.png │ │ │ │ ├── marmousi_lsrtm_03.png │ │ │ │ ├── marmousi_lsrtm_eq07657233533591063549.png │ │ │ │ └── marmousi_lsrtm_eq11373214381793991308.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── makedoc.html │ │ │ ├── makedoc.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── examples │ │ │ └── marmousi_lsrtm.m │ │ ├── functions │ │ │ └── linbregLSRTM.m │ │ └── startup.m │ └── WRimaging │ │ ├── README.md │ │ ├── WRImaging_example.m │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── example_publish_Imaging.m │ │ ├── html │ │ │ ├── example_publish_Imaging.html │ │ │ ├── example_publish_Imaging.png │ │ │ ├── example_publish_Imaging_01.png │ │ │ ├── example_publish_Imaging_02.png │ │ │ ├── example_publish_Imaging_03.png │ │ │ ├── example_publish_Imaging_04.png │ │ │ └── index.html │ │ ├── index.m │ │ ├── slim.css │ │ └── slim.xsl │ │ ├── generate_data_for_imaging.m │ │ ├── mbin │ │ └── prx.m │ │ └── startup.m ├── Modeling │ ├── 2DAcousticFreqModeling │ │ ├── README.md │ │ ├── doc │ │ │ ├── imaging.html │ │ │ ├── imaging.png │ │ │ ├── imaging_01.png │ │ │ ├── imaging_02.png │ │ │ ├── imaging_03.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── modeling.html │ │ │ ├── modeling.png │ │ │ ├── modeling_01.png │ │ │ ├── modeling_02.png │ │ │ ├── modeling_03.png │ │ │ ├── modeling_04.png │ │ │ ├── modeling_05.png │ │ │ ├── modeling_06.png │ │ │ ├── slim.css │ │ │ ├── slim.xsl │ │ │ ├── testing.html │ │ │ ├── testing.png │ │ │ ├── testing_01.png │ │ │ ├── testing_02.png │ │ │ ├── testing_03.png │ │ │ ├── testing_04.png │ │ │ ├── testing_05.png │ │ │ ├── testing_eq20109.png │ │ │ ├── testing_eq22237.png │ │ │ └── testing_eq55569.png │ │ ├── scripts │ │ │ ├── imaging.m │ │ │ ├── modeling.m │ │ │ └── testing.m │ │ └── startup.m │ ├── AcousticTimeModeling │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── TimeModeling_example.m │ │ │ ├── examples_TimeModeling.m │ │ │ ├── html │ │ │ │ ├── TimeModeling_example.html │ │ │ │ ├── TimeModeling_example.png │ │ │ │ ├── TimeModeling_example_01.png │ │ │ │ ├── TimeModeling_example_02.png │ │ │ │ ├── TimeModeling_example_03.png │ │ │ │ ├── demo2D_gradient_test.html │ │ │ │ ├── demo2d_gradient.png │ │ │ │ ├── demo2d_gradient_fwiobj.png │ │ │ │ └── index.html │ │ │ ├── index.m │ │ │ ├── publishTimeModeling.m │ │ │ └── slim.xsl │ │ ├── figs │ │ │ ├── demo2d_gradient-2.pdf │ │ │ ├── demo2d_gradient.png │ │ │ ├── demo2d_gradient_fwiobj-3.pdf │ │ │ └── demo2d_gradient_fwiobj.png │ │ ├── functions │ │ │ └── lsqr_fwi.m │ │ ├── scripts │ │ │ ├── demo2D.m │ │ │ └── demo2D_gradient_test.m │ │ └── startup.m │ └── TTITimeModeling │ │ ├── README.md │ │ ├── doc │ │ ├── Modelling_3D.html │ │ ├── Modelling_3D.png │ │ ├── Modelling_3D_01.png │ │ ├── Modelling_3D_02.png │ │ ├── Modelling_TTI_2D.html │ │ ├── Modelling_TTI_2D.png │ │ ├── Modelling_TTI_2D_01.png │ │ ├── Modelling_TTI_2D_02.png │ │ ├── index.html │ │ ├── index.m │ │ ├── publish_TTI.m │ │ ├── slim.css │ │ └── slim.xsl │ │ └── scripts │ │ ├── Modelling_3D.m │ │ ├── Modelling_TTI_2D.m │ │ └── startup.m ├── Processing │ ├── BlindDeconForWaveletEstim │ │ └── README.md │ ├── HierarchicalTuckerCompression │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.html │ │ │ ├── example.m │ │ │ ├── example_01.png │ │ │ ├── example_02.png │ │ │ ├── example_03.png │ │ │ ├── example_04.png │ │ │ ├── example_05.png │ │ │ ├── example_06.png │ │ │ ├── example_07.png │ │ │ ├── example_08.png │ │ │ ├── example_09.png │ │ │ ├── example_10.png │ │ │ ├── example_11.png │ │ │ ├── example_12.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── makedoc.html │ │ │ ├── makedoc.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── examples │ │ │ └── BG_3D.m │ │ ├── mbin │ │ │ ├── Dv_HT.m │ │ │ ├── HTInterpolation.m │ │ │ ├── LSLinearMisfit.m │ │ │ ├── LSMisfitHT.m │ │ │ ├── LSMisfitHTmex.m │ │ │ ├── SNR.m │ │ │ ├── cell_skeleton.m │ │ │ ├── crossValidate.m │ │ │ ├── dematricize.m │ │ │ ├── dimTreeItr.m │ │ │ ├── dimTreeItrDown.m │ │ │ ├── dimTreeItrIntDown.m │ │ │ ├── dimTreeItrIntUp.m │ │ │ ├── dimTreeItrLeaves.m │ │ │ ├── dimTreeItrUp.m │ │ │ ├── dimensionTree.m │ │ │ ├── fitHT.m │ │ │ ├── gramian_regularizer.m │ │ │ ├── matricize.m │ │ │ ├── minFunc_hTuck.m │ │ │ ├── ndimSubsampling.m │ │ │ ├── opGramianJ.m │ │ │ ├── opHTuckGN.m │ │ │ ├── opHTuckJ.m │ │ │ ├── opHTuckJ2.m │ │ │ ├── opPermute.m │ │ │ ├── opProjection.m │ │ │ ├── opRestriction_swp.m │ │ │ ├── oppHTuckJ.m │ │ │ ├── oppHTuckJ2.m │ │ │ ├── process_options.m │ │ │ ├── project.m │ │ │ ├── project_horizontal.m │ │ │ ├── project_tangent.m │ │ │ ├── project_vertical.m │ │ │ ├── qr_std.m │ │ │ ├── seiscol.m │ │ │ ├── slicing.m │ │ │ ├── truncate_ht.m │ │ │ ├── ttm.m │ │ │ ├── ttt.m │ │ │ └── vec.m │ │ ├── results │ │ │ └── SConstruct │ │ └── startup.m │ ├── HierarchicalTuckerOptimization │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── html │ │ │ │ ├── index.html │ │ │ │ ├── interp4Dview.html │ │ │ │ ├── interp4Dview.png │ │ │ │ ├── interp4Dview_01.png │ │ │ │ ├── interp4Dview_02.png │ │ │ │ ├── interp4Dview_03.png │ │ │ │ ├── interp4Dview_04.png │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── interp4Dview.m │ │ │ ├── reproduce_docs.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── interp4D.m │ │ │ └── interp4DSparse.m │ │ └── startup.m │ ├── LargeScaleLRI │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── html │ │ │ │ ├── index.html │ │ │ │ ├── spgLR_bgdata_view.html │ │ │ │ ├── spgLR_bgdata_view.png │ │ │ │ ├── spgLR_bgdata_view_01.png │ │ │ │ ├── spgLR_bgdata_view_02.png │ │ │ │ ├── spgLR_bgdata_view_03.png │ │ │ │ └── spgLR_bgdata_view_04.png │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ ├── slim.css │ │ │ ├── slim.xsl │ │ │ └── spgLR_bgdata_view.m │ │ ├── examples │ │ │ └── spgLR_bgdata.m │ │ ├── results │ │ │ └── SConstruct │ │ ├── spgLR_experiments │ │ │ ├── spgLR_experiment1.m │ │ │ ├── spgLR_experiment10.m │ │ │ ├── spgLR_experiment2.m │ │ │ ├── spgLR_experiment3.m │ │ │ ├── spgLR_experiment4.m │ │ │ ├── spgLR_experiment5.m │ │ │ ├── spgLR_experiment6.m │ │ │ ├── spgLR_experiment7.m │ │ │ ├── spgLR_experiment8.m │ │ │ ├── spgLR_experiment9.m │ │ │ └── spgLRexperiment.m │ │ └── startup.m │ ├── LowRankInterpolationAndDenoising │ │ ├── README.md │ │ ├── data │ │ │ ├── Interpolation │ │ │ │ └── SConstruct │ │ │ └── Regularization │ │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── GofS_Interp.m │ │ │ ├── html │ │ │ │ ├── GofS_Interp.html │ │ │ │ ├── GofS_Interp.png │ │ │ │ ├── GofS_Interp_01.png │ │ │ │ ├── GofS_Interp_02.png │ │ │ │ ├── GofS_Interp_03.png │ │ │ │ ├── GofS_Interp_04.png │ │ │ │ ├── GofS_Interp_05.png │ │ │ │ ├── GofS_Interp_06.png │ │ │ │ ├── GofS_Interp_07.png │ │ │ │ ├── GofS_Interp_08.png │ │ │ │ ├── GofS_Interp_09.png │ │ │ │ ├── index.html │ │ │ │ ├── slim.css │ │ │ │ └── slim.xsl │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ └── GulfofSuez │ │ │ │ ├── GofS_Interp.m │ │ │ │ ├── GofS_Interp_and_denoise.m │ │ │ │ ├── GofS_regularize_and_interp.m │ │ │ │ └── setpath.m │ │ ├── results │ │ │ └── GulfofSuez │ │ │ │ └── SConstruct │ │ └── startup.m │ ├── SparsityPromotingDenoising │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example.m │ │ │ ├── html │ │ │ │ ├── example.html │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── example_05.png │ │ │ │ ├── example_06.png │ │ │ │ ├── example_07.png │ │ │ │ ├── example_08.png │ │ │ │ ├── example_09.png │ │ │ │ ├── example_10.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── README.md │ │ │ ├── denoiseSeismicData.m │ │ │ ├── getCurveletCoeff.m │ │ │ ├── setDenoiseParams.m │ │ │ └── setpath.m │ │ ├── misc_funcs │ │ │ ├── fdata2AcqGrid.m │ │ │ ├── seiscol.m │ │ │ └── selectCoeffSupp_denoise.m │ │ ├── results │ │ │ └── SConstruct │ │ └── startup.m │ └── WeightedL1Interpolation │ │ ├── README.md │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── index.html │ │ ├── index.m │ │ ├── makedoc.m │ │ ├── results.html │ │ ├── results.m │ │ ├── results_01.png │ │ ├── results_02.png │ │ ├── results_03.png │ │ ├── results_04.png │ │ ├── results_05.png │ │ ├── results_06.png │ │ ├── results_07.png │ │ ├── results_08.png │ │ ├── results_09.png │ │ ├── slim.css │ │ ├── slim.xsl │ │ ├── wL1_freq_MH.html │ │ ├── wL1_freq_MH.m │ │ ├── wL1min.html │ │ └── wL1min.m │ │ ├── exps │ │ ├── wL1_freq_MH.m │ │ ├── wL1_freq_SR.m │ │ ├── wL1_mkfigs.m │ │ └── wL1_offset_TM.m │ │ └── startup.m ├── SoftwareDemos │ ├── 2DSMII │ │ ├── README.md │ │ ├── data │ │ │ ├── README.md │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example_fwi.html │ │ │ ├── example_rtm.html │ │ │ ├── example_tomo.html │ │ │ ├── examples.html │ │ │ ├── examples.m │ │ │ ├── examples.png │ │ │ ├── examples_01.png │ │ │ ├── examples_02.png │ │ │ ├── examples_03.png │ │ │ ├── examples_04.png │ │ │ ├── examples_05.png │ │ │ ├── examples_06.png │ │ │ ├── examples_07.png │ │ │ ├── examples_08.png │ │ │ ├── examples_09.png │ │ │ ├── examples_10.png │ │ │ ├── examples_11.png │ │ │ ├── examples_12.png │ │ │ ├── examples_13.png │ │ │ ├── examples_14.png │ │ │ ├── examples_15.png │ │ │ ├── examples_16.png │ │ │ ├── examples_17.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── makedoc.m │ │ │ ├── modeling.html │ │ │ ├── modeling.m │ │ │ ├── modeling.png │ │ │ ├── modeling_01.png │ │ │ ├── slim.css │ │ │ ├── slim.xsl │ │ │ ├── testing.html │ │ │ ├── testing.m │ │ │ ├── testing.png │ │ │ ├── testing_01.png │ │ │ ├── testing_02.png │ │ │ ├── testing_03.png │ │ │ ├── testing_04.png │ │ │ ├── testing_05.png │ │ │ ├── testing_adjoint.html │ │ │ ├── testing_analytic.html │ │ │ ├── testing_jacobian.html │ │ │ └── testing_parallel.html │ │ ├── mbin │ │ │ ├── Ktomo.m │ │ │ ├── f_ls.m │ │ │ └── w_ls.m │ │ ├── scripts │ │ │ ├── example_fwi.m │ │ │ ├── example_rtm.m │ │ │ ├── example_tomo.m │ │ │ ├── setpaths.m │ │ │ ├── testing_adjoint.m │ │ │ ├── testing_analytic.m │ │ │ ├── testing_jacobian.m │ │ │ └── testing_parallel.m │ │ └── startup.m │ └── iWAVE │ │ ├── README.md │ │ ├── demo │ │ ├── AdjointModeling │ │ │ ├── Adjoint_Demo.m │ │ │ ├── Adjoint_Demo_Rand.m │ │ │ └── adjparams.txt │ │ ├── FWI │ │ │ ├── FWI_Demo.m │ │ │ ├── adjparams.txt │ │ │ ├── fwdparams.txt │ │ │ └── misfit_cut.m │ │ ├── ForwardModeling │ │ │ ├── Forward_Demo.m │ │ │ ├── Forward_Demo_Rand.m │ │ │ └── fwdparams.txt │ │ ├── LSM │ │ │ ├── LSM_Demo.m │ │ │ ├── adjparams.txt │ │ │ ├── fwdparams.txt │ │ │ └── linparams.txt │ │ ├── LinearizedModeling │ │ │ ├── Linear_Demo.m │ │ │ ├── Linear_Demo_Rand.m │ │ │ ├── fwdparams.txt │ │ │ └── linparams.txt │ │ └── RTM │ │ │ ├── RTM_Demo.m │ │ │ ├── adjparams.txt │ │ │ └── fwdparams.txt │ │ ├── demo_model │ │ ├── Generate_Model_data.m │ │ ├── fwdparams1.txt │ │ └── fwdparamsm.txt │ │ ├── doc │ │ ├── HTML │ │ │ ├── example.html │ │ │ ├── example_01.png │ │ │ ├── example_02.png │ │ │ ├── example_03.png │ │ │ ├── example_04.png │ │ │ ├── example_05.png │ │ │ ├── example_06.png │ │ │ ├── example_07.png │ │ │ ├── example_08.png │ │ │ ├── example_09.png │ │ │ ├── example_10.png │ │ │ ├── example_11.png │ │ │ ├── example_12.png │ │ │ ├── example_13.png │ │ │ ├── example_14.png │ │ │ ├── example_15.png │ │ │ ├── example_16.png │ │ │ ├── index.html │ │ │ └── makedoc.html │ │ ├── example.m │ │ ├── index.m │ │ ├── makedoc.m │ │ ├── slim.css │ │ └── slim.xsl │ │ ├── iWaveParameters │ │ ├── adj_wrparam.txt │ │ ├── fwd_wrparam.txt │ │ └── lin_wrparam.txt │ │ └── startup.m ├── WavefieldSeparation │ └── RobustEPSI │ │ ├── GulfOfSuez178 │ │ └── SConstruct │ │ ├── GulfOfSuez355 │ │ └── SConstruct │ │ ├── PARAMETERS_LIST.txt │ │ ├── README.md │ │ ├── README_examples.txt │ │ ├── Synthetic │ │ └── SConstruct │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── example.html │ │ ├── example.m │ │ ├── example_01.png │ │ ├── example_02.png │ │ ├── example_03.png │ │ ├── example_04.png │ │ ├── index.html │ │ ├── index.m │ │ ├── reproduce_docs.m │ │ ├── slim.css │ │ └── slim.xsl │ │ ├── startup.m │ │ ├── test_SPOT.m │ │ └── test_sparsityTransforms.m ├── WaveformInversion │ ├── 25DBasic │ │ └── scripts │ │ │ └── ex_const25d.m │ ├── 2DBasic │ │ ├── README.md │ │ ├── doc │ │ │ ├── camembert.html │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── mfiles.html │ │ │ ├── mfiles.m │ │ │ ├── mfiles.png │ │ │ ├── mfiles_01.png │ │ │ ├── results.html │ │ │ ├── results.m │ │ │ ├── results.png │ │ │ ├── results_01.png │ │ │ ├── results_02.png │ │ │ ├── results_03.png │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── Jls.m │ │ │ ├── mylbfgs.m │ │ │ └── twonorms.m │ │ ├── scripts │ │ │ ├── camembert.m │ │ │ └── setpath.m │ │ └── startup.m │ ├── 2DBasicTimeStepping │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── examples_TSGNFWI.m │ │ │ ├── html │ │ │ │ ├── chevron2014_GNFWI_reflection.html │ │ │ │ ├── examples.html │ │ │ │ ├── examples_TSGNFWI.html │ │ │ │ ├── examples_TSGNFWI.png │ │ │ │ ├── examples_TSGNFWI_01.png │ │ │ │ ├── examples_TSGNFWI_02.png │ │ │ │ ├── examples_TSGNFWI_03.png │ │ │ │ ├── examples_TSGNFWI_04.png │ │ │ │ ├── examples_TSGNFWI_05.png │ │ │ │ ├── examples_TSGNFWI_06.png │ │ │ │ ├── examples_TSGNFWI_07.png │ │ │ │ ├── examples_TSGNFWI_08.png │ │ │ │ ├── examples_TSGNFWI_09.png │ │ │ │ ├── examples_TSGNFWI_10.png │ │ │ │ └── index.html │ │ │ ├── index.m │ │ │ ├── publishTimeSteppingGNFWI.m │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── curvelet_angle_res.m │ │ │ └── ray_path.m │ │ ├── results │ │ │ └── SConstruct │ │ ├── scripts │ │ │ └── chevron2014_GNFWI_reflection.m │ │ └── startup.m │ ├── 2DModGaussNewton │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── html │ │ │ │ ├── MGNFWI_BG.html │ │ │ │ ├── MGNFWI_camenbert.html │ │ │ │ ├── examples.html │ │ │ │ ├── examples.png │ │ │ │ ├── examples_01.png │ │ │ │ ├── examples_02.png │ │ │ │ ├── examples_03.png │ │ │ │ ├── examples_04.png │ │ │ │ ├── examples_05.png │ │ │ │ ├── examples_06.png │ │ │ │ ├── examples_07.png │ │ │ │ ├── examples_08.png │ │ │ │ ├── examples_09.png │ │ │ │ ├── index.html │ │ │ │ └── slim.css │ │ │ ├── index.m │ │ │ ├── publishMGNFWI.m │ │ │ └── slim.xsl │ │ ├── examples │ │ │ ├── example_BG │ │ │ │ ├── MGNFWI_BG.m │ │ │ │ └── MGNFWI_BG_Marine.m │ │ │ └── example_camembert │ │ │ │ └── MGNFWI_camenbert.m │ │ ├── functions │ │ │ ├── GN_up.m │ │ │ ├── MGNFWI.m │ │ │ ├── Set_Paras.m │ │ │ ├── Smoothedge.m │ │ │ ├── offsetmask.m │ │ │ ├── opColumnRestrict.m │ │ │ ├── opPadding.m │ │ │ └── source_fun.m │ │ ├── results │ │ │ ├── README.md │ │ │ ├── ResultDisp.m │ │ │ ├── example_BG │ │ │ │ └── SConstruct │ │ │ └── example_camenbert │ │ │ │ └── SConstruct │ │ └── startup.m │ ├── 2DRobustBatching │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── HTML │ │ │ │ ├── BG_DISCLAIMER.txt │ │ │ │ ├── bg2_batch.html │ │ │ │ ├── bg2_batch_results.html │ │ │ │ ├── bg2_batch_results_01.png │ │ │ │ ├── bg2_batch_results_02.png │ │ │ │ ├── bg2_batch_results_03.png │ │ │ │ ├── bg2_batch_results_04.png │ │ │ │ ├── bg2_batch_results_05.png │ │ │ │ ├── bg2_batch_results_06.png │ │ │ │ ├── camembert.html │ │ │ │ ├── index.html │ │ │ │ ├── mfiles.html │ │ │ │ ├── mfiles.png │ │ │ │ ├── mfiles_01.png │ │ │ │ ├── mfiles_02.png │ │ │ │ ├── mfiles_eq01670.png │ │ │ │ ├── mfiles_eq48438.png │ │ │ │ ├── mfiles_eq58684.png │ │ │ │ ├── mfiles_eq77678.png │ │ │ │ ├── results.html │ │ │ │ ├── results_2drobustbatching.html │ │ │ │ ├── results_2drobustbatching_01.png │ │ │ │ ├── results_2drobustbatching_02.png │ │ │ │ ├── results_2drobustbatching_03.png │ │ │ │ ├── results_2drobustbatching_04.png │ │ │ │ ├── results_2drobustbatching_05.png │ │ │ │ ├── results_2drobustbatching_06.png │ │ │ │ ├── results_2drobustbatching_07.png │ │ │ │ ├── results_2drobustbatching_08.png │ │ │ │ ├── results_2drobustbatching_09.png │ │ │ │ ├── results_2drobustbatching_10.png │ │ │ │ ├── results_2drobustbatching_11.png │ │ │ │ ├── results_2drobustbatching_12.png │ │ │ │ ├── results_2drobustbatching_13.png │ │ │ │ ├── slim.css │ │ │ │ └── slim.xsl │ │ │ ├── index.m │ │ │ ├── makedoc.m │ │ │ ├── mfiles.m │ │ │ ├── old │ │ │ │ ├── bg2_batch.html │ │ │ │ ├── camembert.html │ │ │ │ ├── fwitemplate.html │ │ │ │ ├── index.html │ │ │ │ ├── mbase.html │ │ │ │ ├── mlsls.html │ │ │ │ ├── mstls.html │ │ │ │ ├── mstst.html │ │ │ │ ├── results.html │ │ │ │ ├── results.m │ │ │ │ ├── results.png │ │ │ │ ├── results_01.png │ │ │ │ ├── results_02.png │ │ │ │ ├── results_03.png │ │ │ │ ├── results_04.png │ │ │ │ ├── results_05.png │ │ │ │ ├── results_06.png │ │ │ │ ├── results_07.png │ │ │ │ ├── results_08.png │ │ │ │ ├── results_09.png │ │ │ │ ├── results_10.png │ │ │ │ ├── results_11.png │ │ │ │ ├── results_12.png │ │ │ │ ├── results_13.png │ │ │ │ ├── results_14.png │ │ │ │ ├── results_15.png │ │ │ │ └── students.html │ │ │ ├── results_2drobustbatching.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── JI_src.m │ │ │ ├── JW.m │ │ │ ├── Jls.m │ │ │ ├── getoption.m │ │ │ ├── hubers.m │ │ │ ├── hybrid.m │ │ │ ├── lbfgsbatch.m │ │ │ ├── minfunc_batch.m │ │ │ ├── mylbfgs.m │ │ │ ├── students.m │ │ │ └── twonorms.m │ │ ├── results │ │ │ ├── SConstruct │ │ │ ├── bg2_batch │ │ │ │ └── SConstruct │ │ │ ├── camembert │ │ │ │ └── SConstruct │ │ │ ├── mbase │ │ │ │ └── SConstruct │ │ │ ├── mlsls │ │ │ │ └── SConstruct │ │ │ ├── mstls │ │ │ │ └── SConstruct │ │ │ └── mstst │ │ │ │ └── SConstruct │ │ ├── scripts │ │ │ ├── bg2_batch.m │ │ │ ├── camembert.m │ │ │ ├── mbase.m │ │ │ ├── mlsls.m │ │ │ ├── mstls.m │ │ │ ├── mstst.m │ │ │ ├── robust_fwi2d_marm.m │ │ │ └── setpath.m │ │ └── startup.m │ ├── 2DWRI-SourceEstimation │ │ ├── Example_source_estimation.m │ │ ├── README.md │ │ ├── doc │ │ │ ├── example.html │ │ │ ├── example.m │ │ │ ├── example_01.png │ │ │ ├── example_02.png │ │ │ ├── example_03.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── makedoc.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── CalEigen_BG.m │ │ │ ├── CalculateEigenvalue.m │ │ │ ├── F.m │ │ │ ├── FDmbin │ │ │ │ ├── DF.m │ │ │ │ ├── F.m │ │ │ │ ├── G.m │ │ │ │ ├── Helm2D.m │ │ │ │ ├── Helm2D_zfang.m │ │ │ │ ├── HelmFS2D.m │ │ │ │ ├── LinSolveOpts.m │ │ │ │ ├── LinSolveOpts2D.m │ │ │ │ ├── PDEfunc_zfang.m │ │ │ │ ├── PDEopts2D.m │ │ │ │ ├── TestF.m │ │ │ │ ├── default_fwi_params2d.m │ │ │ │ ├── fwi2d_model_compatibility.m │ │ │ │ ├── fwi_wavelet.m │ │ │ │ ├── fwi_wavelet_old.m │ │ │ │ ├── helmholtz_solver_2D.m │ │ │ │ ├── input2helm_param_vel.m │ │ │ │ ├── legendreQ.m │ │ │ │ ├── opDF.m │ │ │ │ ├── opH.m │ │ │ │ ├── opHGN.m │ │ │ │ ├── oppDF.m │ │ │ │ ├── oppH.m │ │ │ │ ├── oppHGN.m │ │ │ │ ├── testHdH.m │ │ │ │ ├── testJ.m │ │ │ │ └── test_ToolsAlgorithms2DFreqModeling.m │ │ │ ├── F_Harm.m │ │ │ ├── H_QuadraticTest_Layer.m │ │ │ ├── PDEfunc.m │ │ │ ├── PDEfunc_wri.m │ │ │ ├── PDEfunc_wri_srcest2.m │ │ │ ├── PDEopts.m │ │ │ ├── Solve_WRI_SrcEst.m │ │ │ ├── Solve_WRI_SrcEst2.m │ │ │ ├── Solve_WRI_SrcEst_bk.m │ │ │ ├── gradient_descend.m │ │ │ ├── input2helm_param.m │ │ │ ├── lbfgs_wWolfe.m │ │ │ ├── misc │ │ │ │ ├── check_field.m │ │ │ │ ├── clear_run_func.m │ │ │ │ ├── dct.m │ │ │ │ ├── filter_bank.m │ │ │ │ ├── fine2coarse.m │ │ │ │ ├── freq_grid.m │ │ │ │ ├── grid2odn.m │ │ │ │ ├── hash_value.m │ │ │ │ ├── idct.m │ │ │ │ ├── ifelse_func.m │ │ │ │ ├── invvec.m │ │ │ │ ├── kaiser_window.m │ │ │ │ ├── multi_imagesc.m │ │ │ │ ├── ndim_dist │ │ │ │ │ ├── bfactor.m │ │ │ │ │ ├── distribute_nd_array.m │ │ │ │ │ └── test_distribute_nd_array.m │ │ │ │ ├── nfft.m │ │ │ │ ├── odn2grid.m │ │ │ │ ├── odnread.m │ │ │ │ ├── odnwrite.m │ │ │ │ ├── opInterp.m │ │ │ │ ├── opSmooth.m │ │ │ │ ├── plog.m │ │ │ │ ├── plot_slice.m │ │ │ │ ├── process_options.m │ │ │ │ ├── save_run_func.m │ │ │ │ ├── set_maxNumCompThreads.m │ │ │ │ ├── slice3D.m │ │ │ │ ├── spacefreq_grid.m │ │ │ │ ├── subsample_model.m │ │ │ │ ├── v2struct.m │ │ │ │ └── vec.m │ │ │ ├── misfit_prior_mp.m │ │ │ ├── misfit_prior_nosmth.m │ │ │ ├── misfit_prior_smth.m │ │ │ ├── misfit_prior_smth_vel.m │ │ │ ├── misfit_setup.m │ │ │ ├── misfit_uq_slowness.m │ │ │ ├── misfit_uq_slowness_cst.m │ │ │ ├── misfit_uq_slowness_smp.m │ │ │ ├── misfit_uq_slowness_srcest2.m │ │ │ ├── slowsquare2vel.m │ │ │ └── sparsedouble.m │ │ └── startup.m │ ├── 2DWRI-TVconstrained │ │ ├── README.md │ │ ├── convex_sub.m │ │ ├── doc │ │ │ ├── code_summary.html │ │ │ ├── code_summary.md │ │ │ ├── images │ │ │ │ ├── BPC.png │ │ │ │ ├── BPC_model_error.png │ │ │ │ ├── TVBPC.png │ │ │ │ ├── TVBPC_model_error.png │ │ │ │ ├── TVblob.png │ │ │ │ ├── TVblob_model_error.png │ │ │ │ ├── blob.png │ │ │ │ ├── blob_model_error.png │ │ │ │ ├── initial_velocity_BPC.png │ │ │ │ ├── initial_velocity_blob.png │ │ │ │ ├── source_receivers_BPC.png │ │ │ │ ├── source_receivers_blob.png │ │ │ │ ├── test │ │ │ │ ├── true_velocity_BPC.png │ │ │ │ └── true_velocity_blob.png │ │ │ └── index.html │ │ ├── figadjust.m │ │ ├── generateData.m │ │ ├── getDiscreteGrad.m │ │ ├── getDiscreteLap.m │ │ ├── main.m │ │ ├── make_movie.m │ │ ├── pTV.m │ │ ├── proj_TVbounds.m │ │ ├── setup_problem.m │ │ └── vsmooth.m │ ├── 2DWRI │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example_publishInversion.m │ │ │ ├── html │ │ │ │ ├── example_publishInversion.html │ │ │ │ ├── example_publishInversion.png │ │ │ │ ├── example_publishInversion_01.png │ │ │ │ ├── example_publishInversion_02.png │ │ │ │ ├── example_publishInversion_03.png │ │ │ │ ├── example_publishInversion_04.png │ │ │ │ ├── example_publishInversion_05.png │ │ │ │ ├── example_publishInversion_06.png │ │ │ │ ├── example_publishInversion_07.png │ │ │ │ └── index.html │ │ │ ├── index.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── exp_wri_BGcompass_full_offset.m │ │ ├── generate_data_full_offset_obn.m │ │ ├── mbin │ │ │ ├── create_grid_params.m │ │ │ ├── multi_stage_waveform_inversion.m │ │ │ └── opLInterp1D_mod.m │ │ ├── plot_WRI_example_results.m │ │ └── startup.m │ ├── 3DBasic │ │ ├── README.md │ │ ├── doc │ │ │ ├── example_edam1.m │ │ │ ├── html │ │ │ │ ├── example_edam1.html │ │ │ │ ├── example_edam1.png │ │ │ │ ├── example_edam1_01.png │ │ │ │ ├── example_edam1_02.png │ │ │ │ ├── example_edam1_03.png │ │ │ │ ├── example_edam1_04.png │ │ │ │ ├── example_edam1_05.png │ │ │ │ ├── index.html │ │ │ │ ├── slim.css │ │ │ │ └── slim.xsl │ │ │ └── index.m │ │ ├── examples │ │ │ └── edam1.m │ │ ├── publish_doc.m │ │ └── startup.m │ ├── 3DParallelBatching │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── HTML │ │ │ │ ├── example.html │ │ │ │ ├── example_01.png │ │ │ │ ├── example_02.png │ │ │ │ ├── example_03.png │ │ │ │ ├── example_04.png │ │ │ │ ├── index.html │ │ │ │ ├── makedoc.html │ │ │ │ └── slim.css │ │ │ ├── example.m │ │ │ ├── index.m │ │ │ ├── makedoc.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── dload_fslices.m │ │ │ ├── fwi_exp.m │ │ │ ├── fwi_exp1.m │ │ │ ├── fwi_exp2.m │ │ │ ├── fwi_params.m │ │ │ ├── getoption.m │ │ │ ├── load_geometry.m │ │ │ ├── load_model.m │ │ │ ├── minfunc_frugal.m │ │ │ ├── overthrust_small_preamble.m │ │ │ ├── plot_fwi_exp.m │ │ │ └── vel_plot.m │ │ ├── models │ │ │ └── SConstruct │ │ ├── results │ │ │ └── SConstruct │ │ ├── scripts │ │ │ ├── overthrust_full.m │ │ │ ├── overthrust_sto.m │ │ │ └── setpath_3dparbatch.m │ │ └── startup.m │ ├── BasicTimeStepping │ │ ├── README.md │ │ ├── Results │ │ │ └── SConstruct │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── FWI_TTI_2D.html │ │ │ ├── FWI_TTI_2D.png │ │ │ ├── FWI_TTI_2D_01.png │ │ │ ├── FWI_TTI_2D_02.png │ │ │ ├── FWI_TTI_2D_03.png │ │ │ ├── FWI_TTI_2D_04.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── publish_FWI_TTI.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ └── scripts │ │ │ ├── FWI_TTI_2D.m │ │ │ └── startup.m │ ├── ConstrainedFWI │ │ ├── FreqDomain │ │ │ ├── exp_2D_freqFWI_simple_constrained.m │ │ │ └── startup.m │ │ ├── README.md │ │ ├── TimeDomain │ │ │ ├── Example_Time_Domain.m │ │ │ └── startup.m │ │ └── mbin │ │ │ ├── Default_constraints_setup.m │ │ │ ├── constraint_defaults.m │ │ │ ├── fkmask.m │ │ │ ├── getDiscreteGrad3D.m │ │ │ ├── getHPF.m │ │ │ ├── getLPF.m │ │ │ ├── get_TD_operator.m │ │ │ ├── get_bound_constraints.m │ │ │ ├── hpFilter.m │ │ │ ├── lpFilter.m │ │ │ ├── proj_Rank.m │ │ │ ├── proj_card.m │ │ │ ├── projection_cvxbody.m │ │ │ ├── setup_constraintsTS.m │ │ │ ├── setup_constraints_freq_FWI_2D.m │ │ │ └── setup_constraints_freq_FWI_3D.m │ ├── TimeLapseFWI │ │ ├── README.md │ │ ├── data │ │ │ └── SConstruct │ │ ├── doc │ │ │ ├── example_timelapse_BG.html │ │ │ ├── example_timelapse_BG.m │ │ │ ├── example_timelapse_BG_01.png │ │ │ ├── example_timelapse_BG_02.png │ │ │ ├── example_timelapse_BG_03.png │ │ │ ├── index.html │ │ │ ├── index.m │ │ │ ├── reproduce_docs.m │ │ │ ├── slim.css │ │ │ └── slim.xsl │ │ ├── mbin │ │ │ ├── DF_4D.m │ │ │ ├── F_4D.m │ │ │ ├── FourD_FWI.m │ │ │ ├── dct.m │ │ │ ├── opSmooth.m │ │ │ └── oppDF_4D.m │ │ ├── results │ │ │ ├── SConstruct │ │ │ └── timelapse_BG │ │ │ │ └── SConstruct │ │ ├── scripts │ │ │ ├── setpath.m │ │ │ └── timelapse_BG.m │ │ └── startup.m │ └── UQforWRI │ │ ├── Example_UQ.m │ │ ├── README.md │ │ ├── UQforWRI_highlights.txt │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── example.html │ │ ├── example.m │ │ ├── example_01.png │ │ ├── example_02.png │ │ ├── example_03.png │ │ ├── example_04.png │ │ ├── example_05.png │ │ ├── example_06.png │ │ ├── index.html │ │ ├── index.m │ │ ├── makedoc.m │ │ ├── slim.css │ │ └── slim.xsl │ │ ├── mbin │ │ ├── Box_Proj.m │ │ ├── CalDist.m │ │ ├── CalEigen_BG.m │ │ ├── CalEigen_Simple.m │ │ ├── CalSTDBG.m │ │ ├── CalculateEigenvalue.m │ │ ├── Calstdopt.m │ │ ├── F.m │ │ ├── FDmbin │ │ │ ├── DF.m │ │ │ ├── F.m │ │ │ ├── G.m │ │ │ ├── Helm2D.m │ │ │ ├── Helm2D_zfang.m │ │ │ ├── HelmFS2D.m │ │ │ ├── LinSolveOpts.m │ │ │ ├── LinSolveOpts2D.m │ │ │ ├── PDEfunc_zfang.m │ │ │ ├── PDEopts2D.m │ │ │ ├── TestF.m │ │ │ ├── default_fwi_params2d.m │ │ │ ├── fwi2d_model_compatibility.m │ │ │ ├── fwi_wavelet.m │ │ │ ├── fwi_wavelet_old.m │ │ │ ├── helmholtz_solver_2D.m │ │ │ ├── input2helm_param_vel.m │ │ │ ├── legendreQ.m │ │ │ ├── opDF.m │ │ │ ├── opH.m │ │ │ ├── opHGN.m │ │ │ ├── oppDF.m │ │ │ ├── oppH.m │ │ │ ├── oppHGN.m │ │ │ ├── testHdH.m │ │ │ ├── testJ.m │ │ │ └── test_ToolsAlgorithms2DFreqModeling.m │ │ ├── F_Harm.m │ │ ├── GenH_Harmonic_Oscillator.m │ │ ├── GenHessMatrix.m │ │ ├── GenHessMatrixVel.m │ │ ├── GeneNoiseData_White.m │ │ ├── Generatedata_tristan.m │ │ ├── Generatedata_tristan_badini.m │ │ ├── H_QuadraticTest_Layer.m │ │ ├── HmtimesTest.m │ │ ├── HmtimesTest2.m │ │ ├── JcbTest_GenDHu.m │ │ ├── NewtonMcMC.m │ │ ├── PDEfunc.m │ │ ├── PDEfunc_wri.m │ │ ├── PDEopts.m │ │ ├── PrintFigure2.m │ │ ├── RTO_Sampling.m │ │ ├── Sample_Harm_pen.m │ │ ├── Simple_RTO_example.m │ │ ├── SmoothCov.m │ │ ├── SmoothCov2.m │ │ ├── basictool │ │ │ ├── .svn │ │ │ │ ├── entries │ │ │ │ ├── format │ │ │ │ ├── pristine │ │ │ │ │ ├── 15 │ │ │ │ │ │ └── 15c96a7ff5aa5bded67cb6b384ba19e2910720ce.svn-base │ │ │ │ │ ├── 20 │ │ │ │ │ │ └── 20d519bb834e39ce5a2a2d5932a0a3deb5223556.svn-base │ │ │ │ │ ├── 38 │ │ │ │ │ │ └── 3887ec49f832f1f7636cded1ad81c7419383e0af.svn-base │ │ │ │ │ ├── 55 │ │ │ │ │ │ └── 551f83c86aa8bd8450ba0208f72e55872d90840b.svn-base │ │ │ │ │ ├── 63 │ │ │ │ │ │ └── 631e8297d7d39e108ce7cceaea202f96a43d2343.svn-base │ │ │ │ │ ├── 87 │ │ │ │ │ │ ├── 8745d16b1238cfbaf5c614e78451e3f15bfbd78a.svn-base │ │ │ │ │ │ └── 87a0a6e6acce9711e9646eb6f9191af76d04148a.svn-base │ │ │ │ │ ├── 01 │ │ │ │ │ │ └── 01c5f704afeb5a9f55bd130d1cdf7013bd92824b.svn-base │ │ │ │ │ ├── 05 │ │ │ │ │ │ └── 052b7b58742fc4c62a93e4ef4a39976ce369a61c.svn-base │ │ │ │ │ ├── 08 │ │ │ │ │ │ └── 08d819916ac3f6fd12203cc1b422e014fdf37b7c.svn-base │ │ │ │ │ ├── 4c │ │ │ │ │ │ └── 4c7e2a23cb96a3bd6e46ca0a657fdb77ad0de1c6.svn-base │ │ │ │ │ ├── 7e │ │ │ │ │ │ └── 7ed208f29c73eb4d65af89dc0e7e80fab1a2ee1f.svn-base │ │ │ │ │ ├── 9c │ │ │ │ │ │ └── 9cf004c4eabf51e695f3b0f85ab4a8ac3ac8ebeb.svn-base │ │ │ │ │ ├── 9d │ │ │ │ │ │ └── 9d0c06f9f179c5d9ff68497d5adb1b7aad6cbb24.svn-base │ │ │ │ │ ├── b3 │ │ │ │ │ │ ├── b3501875581d1106b452822a5e6e4542473a3b53.svn-base │ │ │ │ │ │ └── b3afec90b8c5ae2799849ef30fab11c587c36763.svn-base │ │ │ │ │ ├── c1 │ │ │ │ │ │ └── c1a8497f57be511492ba27d68c6c874f9c37296b.svn-base │ │ │ │ │ ├── c2 │ │ │ │ │ │ └── c2adb71fa1a40fd5a43e357c42640529abf6b194.svn-base │ │ │ │ │ └── d7 │ │ │ │ │ │ └── d789300d5bbaac6e2d8afadb4d9a60e7a69f84be.svn-base │ │ │ │ └── wc.db │ │ │ ├── ConvertEPS2PDFPNG.m │ │ │ ├── CountLabNum.m │ │ │ ├── InterpModel.m │ │ │ ├── LoadGroupData.m │ │ │ ├── LowPassFilter.m │ │ │ ├── MakeMovie_Long.m │ │ │ ├── PrintFigure.m │ │ │ ├── PrintWebFigure.m │ │ │ ├── ReadAllData.m │ │ │ ├── Smoothmodel.m │ │ │ ├── WriteAllData.m │ │ │ ├── loaddat.m │ │ │ ├── mjet.m │ │ │ ├── mxz2.m │ │ │ ├── plotModel.m │ │ │ ├── plot_vel_well.m │ │ │ ├── plot_wiggle.m │ │ │ ├── pmkmp.m │ │ │ ├── randjet.m │ │ │ └── sparsedouble.m │ │ ├── boundedline │ │ │ ├── .gitignore │ │ │ ├── Inpaint_nans │ │ │ │ ├── .gitignore │ │ │ │ ├── demo │ │ │ │ │ ├── html │ │ │ │ │ │ ├── inpaint_nans_demo.html │ │ │ │ │ │ ├── inpaint_nans_demo.png │ │ │ │ │ │ ├── inpaint_nans_demo_01.png │ │ │ │ │ │ ├── inpaint_nans_demo_02.png │ │ │ │ │ │ ├── inpaint_nans_demo_03.png │ │ │ │ │ │ ├── inpaint_nans_demo_04.png │ │ │ │ │ │ ├── inpaint_nans_demo_05.png │ │ │ │ │ │ └── inpaint_nans_demo_06.png │ │ │ │ │ └── inpaint_nans_demo_old.m │ │ │ │ ├── doc │ │ │ │ │ ├── Nomination comments.rtf │ │ │ │ │ └── methods_of_inpaint_nans.m │ │ │ │ ├── garden50.jpg │ │ │ │ ├── inpaint_nans.m │ │ │ │ ├── inpaint_nans_bc.m │ │ │ │ ├── inpaint_nans_demo.m │ │ │ │ ├── license.txt │ │ │ │ ├── monet_adresse.jpg │ │ │ │ └── test │ │ │ │ │ └── test_main.m │ │ │ ├── LICENSE.txt │ │ │ ├── README.md │ │ │ ├── boundedline │ │ │ │ ├── boundedline.m │ │ │ │ └── outlinebounds.m │ │ │ ├── boundedline_readme.png │ │ │ ├── boundedline_readme_01.png │ │ │ ├── boundedline_readme_02.png │ │ │ ├── boundedline_readme_03.png │ │ │ ├── boundedline_readme_04.png │ │ │ ├── catuneven │ │ │ │ └── catuneven.m │ │ │ └── singlepatch │ │ │ │ └── singlepatch.m │ │ ├── cal_CI_BG.m │ │ ├── cal_CI_SIMPLE.m │ │ ├── cal_CI_SIMPLE_6Freq.m │ │ ├── confidence_interval.m │ │ ├── gradient_descend.m │ │ ├── input2helm_param.m │ │ ├── lbfgs_wWolfe.m │ │ ├── lbfgs_wWolfe_old.m │ │ ├── misfit_1d.m │ │ ├── misfit_Harm.m │ │ ├── misfit_Harm_pen.m │ │ ├── misfit_prior_mp.m │ │ ├── misfit_prior_mp2.m │ │ ├── misfit_prior_nosmth.m │ │ ├── misfit_prior_smth.m │ │ ├── misfit_prior_smth_vel.m │ │ ├── misfit_prior_smth_vel2.m │ │ ├── misfit_setup.m │ │ ├── misfit_uq_slowness.m │ │ ├── misfit_uq_slowness2.m │ │ ├── misfit_uq_slowness3.m │ │ ├── misfit_uq_slowness_smp.m │ │ ├── misfit_uq_slowness_test.m │ │ ├── misfit_uq_vel.m │ │ ├── oppHpenApp.m │ │ ├── oppJpenApp.m │ │ ├── plot_Acquisition.m │ │ ├── plot_CI_One_sample_BG.m │ │ ├── plot_CI_sample_BG.m │ │ ├── plot_FWIvsWRI2.m │ │ ├── plot_MeanCmp.m │ │ ├── plot_SimpleModel_6Hz_Result.m │ │ ├── plot_SimpleModel_Result.m │ │ ├── plot_SimpleModel_Result_Gap_Proposal.m │ │ ├── plot_SimpleModel_Result_Proposal.m │ │ ├── plot_WRIvsFWI.m │ │ ├── plot_group.m │ │ ├── plot_result.m │ │ ├── plot_result_BG.m │ │ ├── randsvd.m │ │ ├── randsvd_sqrroot.m │ │ ├── run_Inter.m │ │ ├── sample_uq_slowness.m │ │ ├── slowsquare2vel.m │ │ └── ssbin.m │ │ ├── result │ │ └── SConstruct │ │ └── startup.m └── deprecated │ ├── Modeling │ └── 3DAcousticFreqModeling │ │ ├── README.md │ │ ├── data │ │ └── SConstruct │ │ ├── doc │ │ ├── 2014-Lago-Efficient_computation.pdf │ │ ├── demo_ForwardFD.html │ │ ├── demo_ForwardFD.png │ │ ├── demo_ForwardFD_01.png │ │ ├── demo_MisfitFD.html │ │ ├── demo_R_Helm3D.html │ │ ├── demo_WaveEquationFD.html │ │ ├── demo_WaveEquationFD.png │ │ ├── demo_WaveEquationFD_01.png │ │ ├── demo_discrete_helmholtz.html │ │ ├── demo_helmholtz_3d.html │ │ ├── index.html │ │ ├── index.m │ │ ├── slim.css │ │ ├── slim.xsl │ │ ├── test_gradient.html │ │ ├── test_gradient.png │ │ ├── test_gradient_01.png │ │ ├── test_gradient_eq01092757964788266048.png │ │ ├── test_gradient_eq03428817221783762516.png │ │ ├── test_gradient_eq07365221873071369887.png │ │ ├── test_gradient_eq08062630503172331818.png │ │ ├── test_gradient_eq10912795335580525639.png │ │ ├── test_gradient_eq10983069249503739233.png │ │ ├── test_gradient_eq11319871188381094158.png │ │ ├── test_gradient_eq11579878849190192408.png │ │ ├── test_gradient_eq15305046719526685932.png │ │ ├── test_gradient_eq17239208410453927218.png │ │ ├── test_gradient_eq17615571056258974497.png │ │ ├── test_gradient_eq18395870634560867587.png │ │ ├── test_helmholtz_derivative.html │ │ ├── test_helmholtz_derivative.png │ │ ├── test_helmholtz_derivative_01.png │ │ ├── test_helmholtz_derivative_02.png │ │ ├── test_helmholtz_derivative_eq00082924006112857240.png │ │ ├── test_helmholtz_derivative_eq01092757964788266048.png │ │ ├── test_helmholtz_derivative_eq02994380264964671482.png │ │ ├── test_helmholtz_derivative_eq03864130621440408320.png │ │ ├── test_helmholtz_derivative_eq05504732755016249028.png │ │ ├── test_helmholtz_derivative_eq06906014214405183369.png │ │ ├── test_helmholtz_derivative_eq07729512389498264340.png │ │ ├── test_helmholtz_derivative_eq08062630503172331818.png │ │ ├── test_helmholtz_derivative_eq09941021013676836398.png │ │ ├── test_helmholtz_derivative_eq10912795335580525639.png │ │ ├── test_helmholtz_derivative_eq10983069249503739233.png │ │ ├── test_helmholtz_derivative_eq11319871188381094158.png │ │ ├── test_helmholtz_derivative_eq12980928126458318455.png │ │ ├── test_helmholtz_derivative_eq13518639599403624062.png │ │ ├── test_helmholtz_derivative_eq15731477770845155206.png │ │ ├── test_helmholtz_derivative_eq17634041199005092249.png │ │ ├── test_helmholtz_derivative_eq18001123990065263154.png │ │ ├── test_validate.html │ │ ├── test_validate.png │ │ ├── test_validate_01.png │ │ ├── test_validate_02.png │ │ ├── test_validate_03.png │ │ ├── test_validate_eq17311448215518723303.png │ │ └── test_validate_eq48158.png │ │ ├── examples │ │ ├── demo_ForwardFD.m │ │ ├── demo_MLCRMN.m │ │ ├── demo_MisfitFD.m │ │ ├── demo_R_Helm3D.m │ │ ├── demo_WaveEquationFD.m │ │ ├── demo_discrete_helmholtz.m │ │ └── demo_helmholtz_3d.m │ │ ├── results │ │ └── .keep │ │ ├── scripts │ │ ├── analytical_wavefield.m │ │ ├── misfit_legacy.m │ │ ├── test_gradient.m │ │ ├── test_helmholtz_derivative.m │ │ └── test_validate.m │ │ └── startup.m │ └── WaveformInversion │ └── 3DBatching │ ├── README.md │ ├── data │ └── SConstruct │ ├── doc │ ├── index.html │ ├── index.m │ ├── results.html │ ├── results.m │ ├── results.png │ ├── results_01.png │ ├── results_02.png │ ├── results_03.png │ ├── results_04.png │ ├── results_05.png │ ├── results_06.png │ ├── results_07.png │ ├── results_08.png │ ├── results_09.png │ ├── results_10.png │ ├── results_11.png │ ├── slim.css │ └── slim.xsl │ ├── mbin │ ├── getoption.m │ ├── lbfgs_batch.m │ ├── misfit.m │ ├── runCARPCG.m │ └── runFWI.m │ ├── results │ └── SConstruct │ ├── scripts │ ├── carpcg0.m │ ├── carpcg1.m │ ├── carpcg2.m │ ├── edam1.m │ ├── edam2.m │ ├── edam3.m │ └── setpath.m │ └── startup.m ├── bin ├── robust_epsi ├── robust_epsi_README.txt ├── robust_epsi_parallel ├── robust_epsi_parallel_spars └── robust_epsi_spars ├── environment.csh.template ├── environment.sh.template ├── ibin ├── install_MEX ├── install_test4matlab ├── newer ├── test_env4slim.csh └── test_env4slim.sh ├── matlab ├── +SLIM_APPS │ ├── +tools │ │ ├── +algorithms │ │ │ ├── AdaptiveSparseRecovery.m │ │ │ ├── FreqModeling2D.m │ │ │ ├── FreqModeling3D.m │ │ │ ├── LowRankMinimization.m │ │ │ ├── REPSI.m │ │ │ ├── TimeModeling.m │ │ │ └── WRI.m │ │ ├── +deprecated │ │ │ └── +solvers │ │ │ │ └── oldKrylov.m │ │ ├── +solvers │ │ │ ├── GenSPGL1.m │ │ │ ├── HTopt.m │ │ │ ├── Krylov.m │ │ │ ├── LinearizedBregman.m │ │ │ ├── Multigrid.m │ │ │ ├── QuasiNewton.m │ │ │ ├── SPGL1_SLIM.m │ │ │ └── SplittingMethods.m │ │ ├── +utilities │ │ │ ├── SPOT_SLIM.m │ │ │ ├── YAML.m │ │ │ ├── iWAVE.m │ │ │ ├── pSPOT.m │ │ │ └── segyMAT.m │ │ └── Miscellaneous.m │ └── available.m ├── +SLIM_COMP │ ├── CurveLab.m │ ├── MADAGASCAR.m │ ├── NFFT.m │ ├── NNFFT.m │ └── available.m ├── RunApplication.m ├── addSRpath.m ├── clearPathsForSoftRelease.m ├── isDirectory.m ├── isFile.m ├── isPath.m ├── parpool_close.m ├── parpool_open.m └── parpool_size.m ├── skel ├── matlab_path.m └── startup_SLIM.m └── tools ├── algorithms ├── 25DFreqModeling │ └── PDEfunc_25D.m ├── 2DFreqModeling │ ├── F.m │ ├── FWI_notes.pdf │ ├── G.m │ ├── Poiss2D.m │ ├── README.md │ ├── default_fwi_params2d.m │ ├── fwi2d_model_compatibility.m │ ├── legendreQ.m │ ├── old_functions │ │ ├── DF.m │ │ ├── Helm2D.m │ │ └── helmholtz_solver_2D.m │ ├── opDF.m │ ├── opH.m │ ├── opHGN.m │ ├── oppDF.m │ ├── oppH.m │ ├── oppHGN.m │ └── test_ToolsAlgorithms2DFreqModeling.m ├── 3DFreqModeling │ ├── 3DFWI_doc.md │ ├── 3DFWI_doc.pdf │ ├── CHANGELOG │ ├── F3d.m │ ├── Helm3d_27pt.h │ ├── Helm3d_27pt_cpp.h │ ├── Helm3dkaczswp_mex.c │ ├── Helm3dmvp.m │ ├── Helm3dmvp_mex.c │ ├── Helm3dmvp_v.m │ ├── Hmvp.m │ ├── Hmvp_MT_mex.c │ ├── Htransp.m │ ├── R2mat.m │ ├── README.md │ ├── Rtransp.m │ ├── create_pml.m │ ├── helm3d_jacobi_7p.m │ ├── helm3d_jacobi_7p_codegen.m │ ├── helm3d_mvp_7p.m │ ├── helm3d_mvp_7p_codegen.m │ ├── helm3d_mvp_chen27.m │ ├── helm3d_mvp_operto27.m │ ├── helm3d_mvp_operto27_codegen.m │ ├── helm3d_operto27_kaczswp.m │ ├── helm3d_operto27_mvp.m │ ├── helmholtz_3d.m │ ├── helmholtz_3d_7p.m │ ├── helmholtz_3d_derivative.m │ ├── mat2R.m │ ├── offset_mask.m │ ├── old_functions │ │ ├── A_Helm3D.m │ │ ├── CRMN_old.m │ │ ├── DF3d.m │ │ ├── F3d_old.m │ │ ├── ForwardFD.m │ │ ├── G_Helm3D.m │ │ ├── H2sparse.m │ │ ├── Hmvp_mex.c │ │ ├── MigrationFD.m │ │ ├── MisfitFD.m │ │ ├── R_Helm3D.m │ │ ├── WaveEquationFD.m │ │ ├── dsweep_old.m │ │ ├── helmholtz_solver.m │ │ ├── opDF3d.m │ │ ├── pF3d.m │ │ ├── pR_Helm3D.m │ │ ├── pRtransp.m │ │ └── src_estimate.m │ ├── opBandStorage.m │ ├── opDF3d.m │ ├── opH3d.m │ ├── oppDF3d.m │ ├── oppH3d.m │ ├── oppHGN3d.m │ ├── pml_func.m │ ├── src_mask.m │ ├── sweep_MT_mex.c │ └── test_ToolsAlgorithms3DFreqModeling.m ├── AdaptiveSparseRecovery │ ├── README.md │ ├── fieldname.m │ ├── getOption.m │ ├── opSR2MH.m │ ├── seiscol.m │ └── wL1min.m ├── CommonFreqModeling │ ├── DataGrid.m │ ├── FWIData.m │ ├── FWIFreqData.m │ ├── Helm2D_opt.m │ ├── LS_misfit.m │ ├── LinSolveOpts2D.m │ ├── PDEfunc.m │ ├── PDEfunc_25D.m │ ├── PDEfunc_dist.m │ ├── PDEopts.m │ ├── PDEopts2D.m │ ├── README.md │ ├── RegularGrid.m │ ├── discrete_helmholtz.m │ ├── est_src_weights.m │ ├── fwi_wavelet.m │ ├── helm_stable_d.m │ ├── misfit_setup.m │ ├── opAbstractMatrix.m │ ├── opHelmholtz.m │ ├── param2wavenum.m │ └── src_rec_interp.m ├── LowRankMinimization │ ├── Interp_Denoise.m │ ├── LowRank_2D.m │ ├── README.md │ ├── Reg_Interp.m │ ├── afun.m │ ├── freqtotime.m │ ├── opMH.m │ ├── run_reginterp.m │ ├── runinterp.m │ ├── syndata.m │ └── timetofreq.m ├── REPSI │ ├── +io_utils │ │ ├── GetSegyHeaderBasics.m │ │ ├── InitSegyTraceHeader.m │ │ ├── LICENSE │ │ ├── PutSegyTrace.m │ │ ├── ReadBinFast.m │ │ ├── ReadSuFast.m │ │ ├── SegymatVerbose.m │ │ ├── WriteBin.m │ │ └── WriteSu.m │ ├── EPSI_SLIM_invertForG_L1.m │ ├── EPSI_SLIM_invertForG_L1_noInvertQ.m │ ├── EPSI_SLIM_invertForQ.m │ ├── EPSI_SLIM_main.m │ ├── EPSI_SLIM_pickSpikyFirstEvent.m │ ├── EPSI_SLIM_preprocessData.m │ ├── EPSI_SLIM_writeOutput.m │ ├── checkFor_validArrayIndex.m │ ├── checkFor_validDataArray.m │ ├── checkFor_validFraction.m │ ├── checkFor_validInteger.m │ ├── convolutionWithData_time2D.m │ ├── convolution_multidim2D.m │ ├── convolution_time2D.m │ ├── display_Preview.m │ ├── display_dataCube.m │ ├── distSort_shot2timeSlice.m │ ├── distSort_timeSlice2shot.m │ ├── distVec2distArray.m │ ├── distVectorize.m │ ├── func_adaptor_lsqr.m │ ├── lsqrms.m │ ├── make_mask.m │ ├── make_obliquityFactor.m │ ├── make_waveletPenalizationWeights.m │ ├── opActOn.m │ ├── opDataMatrix.m │ ├── opDataMatrixAddDiagMatrix.m │ ├── opDiag3D.m │ ├── opEPSI_dist.m │ ├── opEPSI_serial.m │ ├── opEnsureReal.m │ ├── opFFTsym.m │ ├── opFFTsym_conv.m │ ├── opFFTsym_conv_datacube.m │ ├── opFFTsym_datacube.m │ ├── opMaskShots.m │ ├── opObliq.m │ ├── opObliqInv.m │ ├── opPadBottom.m │ ├── opPadTop.m │ ├── opSparsity.m │ ├── opSplineWavelet.m │ ├── opTimeWindow.m │ ├── opTimeWindow_Tapered.m │ ├── opTriMute.m │ ├── private │ │ ├── FFTfractsplinefilters.m │ │ ├── FFTfractsplinefiltersTau.m │ │ ├── FFTwaveletanalysis.m │ │ ├── FFTwaveletsynthesis.m │ │ ├── MakeFracSplines.m │ │ ├── MakeFracSplinesFilters.m │ │ ├── README.TXT │ │ ├── bitrevorder.m │ │ ├── fnt1d.m │ │ ├── fnt2d.m │ │ ├── fracsplinefilters.m │ │ ├── fractsplineautocorr.m │ │ ├── ifnt1d.m │ │ ├── ifnt2d.m │ │ ├── shift.m │ │ ├── sinc.m │ │ ├── wextract.m │ │ ├── winsert.m │ │ └── wput.m │ ├── process_options_to_struct.m │ ├── read_EPSIdata.m │ ├── test_SPOT.m │ ├── test_sparsityTransforms.m │ ├── timeweighting.m │ ├── undist.m │ ├── vectorizeData.m │ ├── verLessThan.m │ ├── write_EPSIdata.m │ └── write_EPSIwavelet.m ├── TimeModeling │ ├── Analytic.m │ ├── Bak_propag.m │ ├── Born.m │ ├── Check_Acquisition_Geom.m │ ├── GS.m │ ├── Gen_data.m │ ├── Gen_data_Adj.m │ ├── Jls.m │ ├── README.md │ ├── Rec3D.m │ ├── Setup_CFL.m │ ├── Src3D.m │ ├── Src_Rcv_interp.m │ ├── WolfeLS.m │ ├── XiangLi_Time.m │ ├── fftrl.m │ ├── fktran.m │ ├── gather_gradient.m │ ├── generate_time_stepping_stencil_matrix.m │ ├── getLA.m │ ├── lagrange_ceo.m │ ├── lagrange_coe_special.m │ ├── locate_rcv_position.m │ ├── locate_shot_position.m │ ├── opBorn.m │ ├── opF.m │ ├── opHalfInt.m │ ├── opJ.m │ ├── opTopMute.m │ ├── op_Src_Rcv_intep.m │ ├── op_XiangLi_Time.m │ ├── output_shot_record.m │ ├── setup_for_domain_decomp.m │ ├── sp_RickerWavelet.m │ ├── test_TimeModeling_serial.m │ ├── test_TimeStepping_parallel.m │ ├── unit_test.m │ └── wvlet2.m └── WRI │ ├── F_wri.m │ ├── PDEfunc_compute_wri.m │ ├── README.md │ ├── WRI_notes.pdf │ ├── misfit_pen.m │ ├── misfit_red.m │ ├── opHGNpen.m │ ├── opHpen.m │ ├── oppHGNpen.m │ ├── oppHpen.m │ ├── testWRI.m │ └── twonorms.m ├── deprecated └── solvers │ └── Krylov │ ├── CARPBCG.m │ ├── CARPCG.m │ ├── CARPCG_OLD.m │ ├── CARPCR.m │ ├── dsweep.m │ ├── pCARPCG.m │ ├── pdot.m │ ├── pdsweep.m │ ├── pnorm.m │ ├── sweepR_mex.c │ ├── sweep_MT_mex_old.c │ ├── test_DoubleKaczmarzSweep.m │ └── test_pCARPCG.m ├── functions └── misc │ ├── FuncObj.m │ ├── LinInterp1D.m │ ├── check_field.m │ ├── clear_run_func.m │ ├── data_redistribute.m │ ├── dct.m │ ├── filter_bank.m │ ├── fine2coarse.m │ ├── freq_grid.m │ ├── grid2odn.m │ ├── hash_value.m │ ├── idct.m │ ├── ifelse_func.m │ ├── index_block.m │ ├── invvec.m │ ├── kaiser_window.m │ ├── lgwt │ ├── lgwt.m │ └── license.txt │ ├── multi_imagesc.m │ ├── ndim_dist │ ├── bfactor.m │ ├── distribute_nd_array.m │ └── test_distribute_nd_array.m │ ├── nearestnbr1d.m │ ├── nfft.m │ ├── odn2grid.m │ ├── odnread.m │ ├── odnwrite.m │ ├── partition.m │ ├── plog.m │ ├── plot_slice.m │ ├── process_options.m │ ├── rand_set.m │ ├── save_run_func.m │ ├── set_maxNumCompThreads.m │ ├── sinc.m │ ├── slice3D.m │ ├── spacefreq_grid.m │ ├── splice.m │ ├── subsample_model.m │ ├── v2struct.m │ └── vec.m ├── matlab_test ├── slim_matlab_tests_parallel.m ├── slim_matlab_tests_serial.m └── slim_matlab_tests_version.m ├── operators └── misc │ ├── README.md │ ├── opDFTR.m │ ├── opDecimate.m │ ├── opDiag_swp.m │ ├── opExtension.m │ ├── opFunction_swp.m │ ├── opInterp.m │ ├── opLInterp1D.m │ ├── opLInterp2D.m │ ├── opLinMute.m │ ├── opMultiSum.m │ ├── opNFFT.m │ ├── opPartialSum.m │ ├── opPermute.m │ ├── opProjection.m │ ├── opRestriction_swp.m │ ├── opSaveSnapshot.m │ ├── opSincInterp.m │ ├── opSmooth.m │ ├── opSpline1D.m │ ├── opSpline2D.m │ ├── oppPermute.m │ └── test_ToolsOperatorsMisc.m ├── optimizing_tips └── Matlab-Coder │ ├── coder_compile.m │ ├── matlabcoder.pdf │ └── test_helm3dmvp.m ├── solvers ├── GenSPGL1 │ ├── COPYING │ ├── ChangeLog │ ├── Contents.m │ ├── GenSPGL1.timestamp │ ├── NLfunForward.m │ ├── NormGroupL2_dual.m │ ├── NormGroupL2_primal.m │ ├── NormGroupL2_project.m │ ├── NormL12_dual.m │ ├── NormL12_primal.m │ ├── NormL12_project.m │ ├── NormL1NN_dual.m │ ├── NormL1NN_primal.m │ ├── NormL1NN_project.m │ ├── NormL1_dual.m │ ├── NormL1_primal.m │ ├── NormL1_project.m │ ├── NormL2_dual.m │ ├── NormL2_primal.m │ ├── NormL2_project.m │ ├── Penalty │ │ ├── ComputeScale.m │ │ ├── funHUB.m │ │ ├── funLS.m │ │ ├── funMoreauYosida.m │ │ ├── funST.m │ │ ├── funSTst.m │ │ ├── g_df.m │ │ ├── hubers.m │ │ ├── scnewton.m │ │ └── studentsScale.m │ ├── README │ ├── TraceNorm_dual.m │ ├── TraceNorm_primal.m │ ├── TraceNorm_project.m │ ├── private │ │ ├── ensure.m │ │ ├── heap.c │ │ ├── heap.h │ │ ├── lsqr.m │ │ ├── oneProjector.m │ │ ├── oneProjectorCore.c │ │ ├── oneProjectorCore.h │ │ ├── oneProjectorMex.c │ │ └── oneProjectorMex.m │ ├── spgSetParms.m │ ├── spg_bp.m │ ├── spg_bpdn.m │ ├── spg_group.m │ ├── spg_lasso.m │ ├── spg_mmv.m │ ├── spgdemo.m │ ├── spgl1.m │ ├── spgsetup.m │ ├── tests │ │ ├── PerformanceOriginal.m │ │ ├── spgl1Test.m │ │ ├── testOptions.m │ │ ├── testParallel.m │ │ ├── testParallelCplx.m │ │ ├── testStandard │ │ │ ├── testComplex.m │ │ │ ├── testComplexLarge.m │ │ │ ├── testReal.m │ │ │ └── testRealLarge.m │ │ └── undist.m │ └── web │ │ ├── MENU │ │ ├── Makefile │ │ ├── changelog.jemdoc │ │ ├── citing.jemdoc │ │ ├── download.jemdoc │ │ ├── examples │ │ ├── partialFourier.m │ │ ├── spg_lasso.html │ │ ├── spgexamples.html │ │ ├── spgexamples.png │ │ ├── spgexamples_01.png │ │ ├── spgexamples_02.png │ │ ├── spgexamples_03.png │ │ ├── spgexamples_04.png │ │ ├── spgextensions.html │ │ ├── spgextensions.png │ │ ├── spgextensions_01.png │ │ └── spgextensions_02.png │ │ ├── extensions │ │ ├── spgextensions.html │ │ ├── spgextensions.png │ │ ├── spgextensions_01.png │ │ └── spgextensions_02.png │ │ ├── index.jemdoc │ │ ├── spgl1.config │ │ ├── style.css │ │ └── supplement.jemdoc ├── HTOpt │ ├── README.md │ ├── examples │ │ ├── convergencespeed.m │ │ ├── ribeira.m │ │ ├── singlereflector_missingall.m │ │ ├── singlereflector_missingrecs.m │ │ └── synthetic.m │ ├── htuck │ │ ├── dematricize.m │ │ ├── dimTreeItr.m │ │ ├── dimTreeItrDown.m │ │ ├── dimTreeItrIntDown.m │ │ ├── dimTreeItrIntUp.m │ │ ├── dimTreeItrLeaves.m │ │ ├── dimTreeItrUp.m │ │ ├── dimensionTree.m │ │ ├── matricize.m │ │ ├── truncate_ht.m │ │ ├── ttm.m │ │ └── ttt.m │ ├── htuckOpt │ │ ├── gramian_regularizer.m │ │ ├── minFunc_hTuck.m │ │ ├── opGramianJ.m │ │ ├── opHTuckGN.m │ │ ├── opHTuckJ.m │ │ ├── opHTuckJ2.m │ │ ├── oppHTuckJ.m │ │ ├── oppHTuckJ2.m │ │ ├── project.m │ │ ├── project_horizontal.m │ │ ├── project_tangent.m │ │ └── project_vertical.m │ ├── installMex.m │ ├── interpolation │ │ ├── HTInterpolation.m │ │ ├── crossValidate.m │ │ ├── fitHT.m │ │ └── ndimSubsampling.m │ ├── objective │ │ ├── LSLinearMisfit.m │ │ ├── LSMisfitHT.m │ │ ├── LSMisfitHTmex.m │ │ ├── mxlsmisfitht.c │ │ └── mxlsmisfitht.c.R2017a- │ ├── tests │ │ ├── testHTuck │ │ │ ├── testDematricize.m │ │ │ ├── testGram.m │ │ │ ├── testIterator.m │ │ │ ├── testMatricize.m │ │ │ ├── testProject.m │ │ │ ├── testSpan.m │ │ │ └── testTruncate.m │ │ ├── testHTuckOpt │ │ │ ├── testGaussNewton.m │ │ │ ├── testGramJ.m │ │ │ ├── testHTuckJ.m │ │ │ ├── testProjectVertical.m │ │ │ └── testSparseObj.m │ │ ├── testHTuckOptPar │ │ │ ├── testHTuckJPar.m │ │ │ └── testSparseObjPar.m │ │ ├── test_ToolsSolversHTOpt.m │ │ ├── test_ToolsSolversHTOptPar.m │ │ └── testgeomCG │ │ │ └── test_geomCG.m │ ├── tuckOpt │ │ ├── HOSVD.m │ │ ├── fitTucker.m │ │ └── fitTuckerRankIncrease.m │ └── utility │ │ ├── SNR.m │ │ ├── cell_skeleton.m │ │ ├── idx1d2nd.m │ │ ├── imagePlot.m │ │ ├── matrix2table.m │ │ ├── padarray.m │ │ ├── process_options.m │ │ ├── qr_std.m │ │ ├── randsvd.m │ │ ├── treeCell2Vec.m │ │ ├── vec.m │ │ └── vec2TreeCell.m ├── Krylov │ ├── BICGSTAB.m │ ├── BICR.m │ ├── CGMN.m │ ├── CHANGELOG │ ├── CRMN.m │ ├── FGMRES.m │ ├── FGMRES_MT.m │ ├── LinSolveOpts.m │ ├── LinearSolver.m │ ├── README.md │ ├── jacobi.m │ ├── linearsolve.m │ └── mtimesx_20110223 │ │ ├── license.txt │ │ ├── mtimesx.c │ │ ├── mtimesx.m │ │ ├── mtimesx_20110223.pdf │ │ ├── mtimesx_RealTimesReal.c │ │ ├── mtimesx_build.m │ │ ├── mtimesx_sparse.m │ │ ├── mtimesx_test_ddequal.m │ │ ├── mtimesx_test_ddspeed.m │ │ ├── mtimesx_test_dsequal.m │ │ ├── mtimesx_test_dsspeed.m │ │ ├── mtimesx_test_nd.m │ │ ├── mtimesx_test_sdequal.m │ │ ├── mtimesx_test_sdspeed.m │ │ ├── mtimesx_test_ssequal.m │ │ └── mtimesx_test_ssspeed.m ├── LeastSquares │ └── ISOLS │ │ ├── ISOLS_spot.m │ │ ├── MVP_data_aug_syst.m │ │ └── apply_sys_mat.m ├── LinearizedBregman │ ├── README.md │ ├── example │ │ ├── sparseRecovery.m │ │ └── traceInterpol.m │ ├── lbm.m │ └── test_ToolsSolversLinearizedBregman.m ├── Multigrid │ ├── CHANGELOG │ ├── GMG_V.m │ ├── ML_CALANDRA12.m │ ├── ML_CGMN.m │ ├── ML_CRMN.m │ ├── ML_GMRES.m │ ├── ML_GMRES2D.m │ ├── README.md │ ├── SLap_multigrid.m │ ├── V_GMRES.m │ ├── construct_multigrid.m │ ├── old_functions │ │ ├── GMG_CGPV12_T.m │ │ ├── GMG_CGPV12_T2V.m │ │ └── Jacobi_relax.m │ └── opMultigrid.m ├── QuasiNewton │ ├── lbfgs_wWolfe.m │ ├── minConf_mod │ │ ├── SquaredError.m │ │ ├── example_minConf.m │ │ ├── mexAll.m │ │ ├── minConf │ │ │ ├── boundProject.m │ │ │ ├── linearProject.m │ │ │ ├── minConf_PQN.m │ │ │ ├── minConf_PQNTS.m │ │ │ ├── minConf_SPG.m │ │ │ ├── minConf_SPGTS.m │ │ │ ├── minConf_TMP.m │ │ │ ├── minConf_TMP_MOD.m │ │ │ └── projectSimplex.m │ │ ├── minFunc │ │ │ ├── autoGrad.m │ │ │ ├── dampedUpdate.m │ │ │ ├── isLegal.m │ │ │ ├── lbfgs.m │ │ │ ├── lbfgsC.c │ │ │ ├── lbfgsHvFunc2.m │ │ │ ├── lbfgsUpdate.m │ │ │ └── polyinterp.m │ │ ├── myProcessOptions.m │ │ └── readme │ └── test_ToolsSolversQuasiNewton.m ├── SPGL1-SLIM │ ├── COPYING.spgl1 │ ├── ChangeLog.spgl1 │ ├── Contents.m │ ├── NormGroupL2_dual.m │ ├── NormGroupL2_primal.m │ ├── NormGroupL2_project.m │ ├── NormL12_dual.m │ ├── NormL12_primal.m │ ├── NormL12_project.m │ ├── NormL1_dual.m │ ├── NormL1_primal.m │ ├── NormL1_project.m │ ├── README │ ├── README.spgl1 │ ├── SPGL1-SLIM.svn_info │ ├── private │ │ ├── ensure.m │ │ ├── heap.c │ │ ├── heap.h │ │ ├── lsqr.m │ │ ├── oneProjector.m │ │ ├── oneProjectorCore.c │ │ ├── oneProjectorCore.h │ │ ├── oneProjectorMex.c │ │ ├── oneProjectorMex.m │ │ ├── oneProjectorMex_distIter.m │ │ ├── oneProjectorMex_distNoSort.m │ │ ├── oneProjectorMex_noSort.m │ │ ├── oneProjectorMex_opt.m │ │ ├── testNoSortProject.m │ │ ├── testPortableProject.m │ │ └── undist.m │ ├── spgSetParms.m │ ├── spg_bp.m │ ├── spg_bpdn.m │ ├── spg_group.m │ ├── spg_lasso.m │ ├── spg_mmv.m │ ├── spgdemo.m │ ├── spgl1.m │ ├── spgsetup.m │ └── tests │ │ ├── testOptions.m │ │ ├── testParallel.m │ │ ├── testParallelCplx.m │ │ ├── testStandard │ │ ├── testComplex.m │ │ ├── testComplexLarge.m │ │ ├── testReal.m │ │ └── testRealLarge.m │ │ └── undist.m ├── SPGLR_PAR │ ├── LSPenalty.m │ ├── README.md │ ├── spgLR.m │ └── spgLRobj.m └── SplittingMethods │ ├── Compute_projection_ADMM.m │ ├── Dykstra_cyclic.m │ ├── Dykstra_prox_parallel.m │ ├── Example1.m │ ├── POCS.m │ ├── README.md │ └── dykstra_pocs_order_examples_2sets.m └── utilities ├── SPOT-SLIM ├── +spot │ ├── +data │ │ ├── headerAsgn.m │ │ └── headerRef.m │ ├── +rwt │ │ ├── Contents.m │ │ ├── HardTh.m │ │ ├── INSTALL │ │ ├── LICENSE │ │ ├── README │ │ ├── README.spot │ │ ├── SoftTh.m │ │ ├── compile.m │ │ ├── daubcqf.m │ │ ├── denoise.m │ │ ├── makesig.m │ │ ├── mdwt.c │ │ ├── mdwt.mhelp │ │ ├── midwt.c │ │ ├── midwt.mhelp │ │ ├── mirdwt.c │ │ ├── mirdwt.mhelp │ │ ├── mrdwt.c │ │ ├── mrdwt.mhelp │ │ ├── mwsizecompat.h │ │ └── setopt.m │ ├── +solvers │ │ └── lsqr.m │ ├── +utils │ │ ├── SpotTestRunDisplay.m │ │ ├── dct.m │ │ ├── drawDot.m │ │ ├── fdct_c2v.m │ │ ├── fdct_v2c.m │ │ ├── fieldname.m │ │ ├── getOption.m │ │ ├── idct.m │ │ ├── isposintmat.m │ │ ├── isposintscalar.m │ │ ├── mefdct_v2c.m │ │ ├── nDimsMultiply.m │ │ ├── optimalBracketing.m │ │ ├── parseOptions.m │ │ ├── spottree.m │ │ └── uncell.m │ ├── counter.m │ ├── gpl.m │ └── path.m ├── @opSpot │ ├── bicg.m │ ├── bicgstab.m │ ├── blkdiag.m │ ├── cgs.m │ ├── char.m │ ├── conj.m │ ├── ctranspose.m │ ├── diag.m │ ├── disp.m │ ├── display.m │ ├── divide.m │ ├── double.m │ ├── drandn.m │ ├── eigs.m │ ├── end.m │ ├── full.m │ ├── gmres.m │ ├── headerMod.m │ ├── horzcat.m │ ├── imag.m │ ├── inv.m │ ├── isempty.m │ ├── isreal.m │ ├── isscalar.m │ ├── kron.m │ ├── length.m │ ├── lsqr.m │ ├── lsqrdivide.m │ ├── matldivide.m │ ├── minres.m │ ├── minus.m │ ├── mldivide.m │ ├── mpower.m │ ├── mrdivide.m │ ├── mtimes.m │ ├── ndims.m │ ├── normest.m │ ├── opSpot.m │ ├── pcg.m │ ├── pinv.m │ ├── plus.m │ ├── qmr.m │ ├── real.m │ ├── rrandn.m │ ├── save.m │ ├── size.m │ ├── subsasgn.m │ ├── subsref.m │ ├── symmlq.m │ ├── transpose.m │ ├── uminus.m │ ├── uplus.m │ ├── utest.m │ ├── vertcat.m │ └── xtratests.m ├── COPYING.txt ├── ChangeLog ├── DataContainerInfo.md ├── README.md ├── Readme.html ├── SPOT-SLIM.timestamp ├── TODO ├── demos │ ├── data │ │ └── WiggumArrest.wav │ ├── demo_haardct.m │ ├── demo_kron.m │ └── demo_shortfourier.m ├── doc │ ├── container_operators.m │ ├── elementary_operators.m │ ├── fast_operators.m │ ├── guide_circulant.m │ ├── helptoc.xml │ ├── index.html │ ├── meta_operators.m │ ├── methods_multiplication.m │ ├── random_ensembles.m │ ├── spot_main_page.m │ └── spot_operators.m ├── extras │ ├── Mist │ │ ├── Fog.m │ │ ├── Fog2.m │ │ ├── Fog3.m │ │ ├── Fog4.m │ │ ├── Fog5.m │ │ ├── Mist.m │ │ ├── Mist2.m │ │ ├── Report.txt │ │ └── fogtest.m │ ├── opBlockOp.m │ └── opSurfacelet.m ├── info.xml ├── opBernoulli.m ├── opBinary.m ├── opBlockDiag.m ├── opBlockOp.m ├── opCTranspose.m ├── opChol.m ├── opClass.m ├── opConj.m ├── opConvolve.m ├── opCurvelet.m ├── opCurvelet3d.m ├── opCurveletNoFFT.m ├── opDCT.m ├── opDCT2.m ├── opDFT.m ├── opDFT2.m ├── opDiag.m ├── opDictionary.m ├── opDirac.m ├── opEmpty.m ├── opExcise.m ├── opExtend.m ├── opEye.m ├── opFactorization.m ├── opFoG.m ├── opFunction.m ├── opGaussian.m ├── opHaar.m ├── opHaar2.m ├── opHadamard.m ├── opHeaviside.m ├── opHermitian.m ├── opImag.m ├── opInverse.m ├── opKron.m ├── opLDL.m ├── opLU.m ├── opMask.m ├── opMatrix.m ├── opMinus.m ├── opNull.m ├── opOnes.m ├── opOrthogonal.m ├── opPInverse.m ├── opPermutation.m ├── opPower.m ├── opQR.m ├── opReal.m ├── opRestriction.m ├── opRomberg.m ├── opSparseBinary.m ├── opStack.m ├── opSubsAsgn.m ├── opSubsRef.m ├── opSum.m ├── opToepGauss.m ├── opToepSign.m ├── opToeplitz.m ├── opTranspose.m ├── opUnaryMinus.m ├── opWavelet.m ├── opWavelet2.m ├── opWindow.m ├── opZeros.m ├── opiChol.m ├── opiLU.m ├── spotparams.m ├── spotpublish.m ├── spottests.m └── tests │ ├── Performance │ └── TimeKron.m │ ├── debugConv.m │ ├── dottest.m │ ├── random_phasesND.m │ ├── spotpca.m │ ├── test_char.m │ ├── test_coremethods.m │ ├── test_dottests.m │ ├── test_eigs.m │ ├── test_image_example.m │ ├── test_indexing.m │ ├── test_iterative.m │ ├── test_mvcoremethods.m │ ├── test_mvdottests.m │ ├── test_mvopBernoulli.m │ ├── test_mvopBinary.m │ ├── test_mvopBlockDiag.m │ ├── test_mvopBlockOp.m │ ├── test_mvopDiag.m │ ├── test_mvopDictionary.m │ ├── test_mvopGaussian.m │ ├── test_mvopHadamard.m │ ├── test_mvopKron.m │ ├── test_mvopMatrix.m │ ├── test_mvopOrthogonal.m │ ├── test_mvopToeplitz.m │ ├── test_mvproducts.m │ ├── test_mvsolves.m │ ├── test_mvtree.m │ ├── test_mvwrappers.m │ ├── test_normest.m │ ├── test_opBernoulli.m │ ├── test_opBinary.m │ ├── test_opBlockDiag.m │ ├── test_opBlockOp.m │ ├── test_opChol.m │ ├── test_opDiag.m │ ├── test_opDictionary.m │ ├── test_opEye.m │ ├── test_opGaussian.m │ ├── test_opHadamard.m │ ├── test_opHermitian.m │ ├── test_opKron.m │ ├── test_opLDL.m │ ├── test_opLU.m │ ├── test_opMask.m │ ├── test_opMatrix.m │ ├── test_opOrthogonal.m │ ├── test_opPermutation.m │ ├── test_opQR.m │ ├── test_opRomberg.m │ ├── test_opToeplitz.m │ ├── test_opWavelet.m │ ├── test_opiChol.m │ ├── test_opiLU.m │ ├── test_products.m │ ├── test_solves.m │ ├── test_sparsevecs.m │ ├── test_spotCounter.m │ ├── test_transpose.m │ ├── test_tree.m │ └── xunit │ ├── +xunit │ ├── +private │ │ ├── retrieveSetupFunction.m │ │ ├── retrieveTearDownFunction.m │ │ └── retrieveTestFunctions.m │ ├── +utils │ │ ├── Contents.m │ │ ├── arrayToString.m │ │ ├── compareFloats.m │ │ ├── comparisonMessage.m │ │ ├── containsRegexp.m │ │ ├── generateDoc.m │ │ ├── isAlmostEqual.m │ │ ├── isSetUpString.m │ │ ├── isTearDownString.m │ │ ├── isTestCaseSubclass.m │ │ ├── isTestString.m │ │ ├── parseFloatAssertInputs.m │ │ └── stringToCellArray.m │ ├── displayFault.m │ ├── displayStack.m │ └── filterStack.m │ ├── CommandWindowTestRunDisplay.m │ ├── Contents.m │ ├── FunctionHandleTestCase.m │ ├── TestCase.m │ ├── TestCaseInDir.m │ ├── TestCaseWithAddPath.m │ ├── TestComponent.m │ ├── TestComponentInDir.m │ ├── TestRunDisplay.m │ ├── TestRunLogger.m │ ├── TestRunMonitor.m │ ├── TestSuite.m │ ├── TestSuiteInDir.m │ ├── VerboseTestRunDisplay.m │ ├── XMLTestRunLogger.m │ ├── assertElementsAlmostEqual.m │ ├── assertEqual.m │ ├── assertExceptionThrown.m │ ├── assertFalse.m │ ├── assertFilesEqual.m │ ├── assertTrue.m │ ├── assertVectorsAlmostEqual.m │ ├── buildFunctionHandleTestSuite.m │ ├── info.xml │ ├── initTestSuite.m │ ├── runxunit.m │ ├── xml_read.m │ └── xml_write.m ├── SegyMAT ├── CheckSegyTraceHeader.m ├── Contents.m ├── GUI │ ├── DIAAboutSegymat.fig │ ├── DIAAboutSegymat.m │ ├── DIAOpenSEGY.fig │ ├── DIAOpenSEGY.m │ ├── GUIEditSegyHeader.fig │ ├── GUIEditSegyHeader.m │ ├── GUIEditSegyTraceHeader.fig │ ├── GUIEditSegyTraceHeader.m │ ├── GUIEditTextualFileHeader.fig │ ├── GUIEditTextualFileHeader.m │ ├── GUIPlotXY.fig │ ├── GUIPlotXY.m │ ├── compile_segymat.m │ ├── segymat.fig │ └── segymat.m ├── GetSegyHeader.m ├── GetSegyHeaderBasics.m ├── GetSegyTrace.m ├── GetSegyTraceData.m ├── GetSegyTraceHeader.m ├── GetSegyTraceHeaderInfo.m ├── InitSegyTraceHeader.m ├── LICENSE ├── MakeXmlRef.m ├── MergeSegy.m ├── PutSegyHeader.m ├── PutSegyTrace.m ├── README_OCTAVE ├── README_STANDALONE_WIN32.txt ├── REVISION ├── ReadSegy.m ├── ReadSegyConstantTraceLength.m ├── ReadSegyFast.m ├── ReadSegyHeader.m ├── ReadSegyTrace.m ├── ReadSegyTraceHeaderValue.m ├── ReadSu.m ├── ReadSuFast.m ├── Sac2Segy.m ├── Segy2Su.m ├── SegyMAT_GAIN.m ├── SegyMATdemo1.m ├── SegymatHelp.m ├── SegymatRevision.m ├── SegymatVerbose.m ├── SegymatVersion.m ├── Su2Segy.m ├── TraceHeaderDef.m ├── WriteSegy.m ├── WriteSegyStructure.m ├── WriteSegyTraceHeaderValue.m ├── WriteSu.m ├── WriteSuStructure.m ├── ascii2ebcdic.m ├── cmap_rwb.m ├── ebcdic2ascii.m ├── f11_02673_45Hz.segy ├── gse2segy.m ├── ibm2num.m ├── isoctave.m ├── num2ibm.m ├── pick_line.m ├── progress_txt.m ├── read_gse_int.m ├── sac2mat.m ├── sacpc2mat.m ├── sacsun2mat.m ├── testWriteSegy.m └── wiggle.m ├── YAML ├── YAML.m ├── java │ ├── LICENSE-2.0.txt │ └── snakeyaml-1.9.jar └── sample.yaml ├── iWAVE ├── DFd2DT.m ├── Fd2DT.m ├── L1Solver.m ├── LSMigration.m ├── README.md ├── WriteAllData.m ├── adj_wrapper.m ├── adj_wrparam.m ├── clean_rsf_header.m ├── fwd_wrparam.m ├── fwdwrapper.m ├── getrick.m ├── getrickPhaseEncod.m ├── getrickRomb.m ├── inv_wrapper.m ├── inv_wrparam.m ├── iwave_MPIcommand.m ├── iwave_wrdatahdr.m ├── iwave_wrdatahdr_sim.m ├── iwave_wrmodel.m ├── iwave_wrparam.m ├── iwave_wrsrc.m ├── iwave_wrsrc_sim.m ├── iwave_wrtrac.m ├── iwave_wrtrac_sim.m ├── lbfgs_wWolfe_modified.m ├── lin_wrparam.m ├── linwrapper.m ├── lsqrSOL.m ├── misfit.m ├── odnwrite_iwave.m ├── opRealRestriction.m ├── oppDFd2DT.m └── spgl1vts.m └── pSPOT ├── +pSPOT ├── +pWindow │ ├── Average1Dcr.m │ ├── Average1Dmm.m │ ├── Taper1Dcr.m │ ├── Taper1Dmm.m │ ├── funWindow1DShape.m │ ├── funWindow1DavgBck.m │ ├── funWindow1DavgFor.m │ ├── funWindow1DfdBck.m │ ├── funWindow1DfdFor.m │ ├── funWindow1DtprBck.m │ ├── funWindow1DtprFor.m │ ├── funWindowLast1HaloAverageCodist.m │ ├── funWindowLast1HaloAverageDist.m │ ├── funWindowLast1HaloDropCodist.m │ ├── funWindowLast1HaloDropDist.m │ ├── funWindowLast1HaloMakeCodist.m │ ├── funWindowLast1HaloMakeDist.m │ └── funWindowLast1HaloShape.m ├── +test │ ├── funBlockDiag.m │ └── funfun.m ├── +utils │ ├── DistFft3d.m │ ├── DistPermute.m │ ├── PTranspose.m │ ├── compositeDef.m │ ├── defGlobInd.m │ ├── defaultDistribution.m │ ├── disableUselessWarnings.m │ ├── distVec2distArray.m │ ├── distVectorize.m │ ├── distfreqslice.m │ ├── gatherchk.m │ ├── global_sum.m │ ├── ndind.m │ ├── scatterchk.m │ └── stdpspotchk.m └── path.m ├── @oppSpot ├── ctranspose.m ├── disp.m ├── dones.m ├── drandn.m ├── dzeros.m ├── obsolete │ └── mtimes.m ├── oppSpot.m ├── rones.m ├── rrandn.m ├── rzeros.m └── transpose.m ├── COPYING.txt ├── README ├── backburner └── oppKron.m ├── demos ├── demo_Matrix_Identities.m ├── demo_pSpot.m └── html │ └── demo_pSpot.html ├── opdWindowLast1Halo.m ├── opdWindowLast1HaloAverage.m ├── oplWindow1Davg.m ├── oplWindow1Dfd.m ├── oplWindow1Dtpr.m ├── oppBlockDiag.m ├── oppCTranspose.m ├── oppDictionary.m ├── oppDirac.m ├── oppDistFun.m ├── oppFoG.m ├── oppFunction.m ├── oppKron2Lo.m ├── oppMatrix.m ├── oppNumBlockDiag.m ├── oppOrthogonal.m ├── oppStack.m ├── oppSweep.m ├── oppTranspose.m ├── oppWindow2D.m ├── pSPOT.timestamp ├── parpool_close.m ├── parpool_open.m ├── parpool_size.m ├── pspottests.m └── tests ├── Notxunittests ├── ptest_DistPermute.m ├── ptest_funWindows1D.m ├── ptest_oplWindows1D.m ├── test_funWindowLast1.m ├── test_oppDistFun.m └── time_funWindowLast1.m ├── dottest.m ├── test_basic.m ├── test_oppBlockDiag.m ├── test_oppDictionary.m ├── test_oppFunction.m ├── test_oppKron.m ├── test_oppKron2Lo.m ├── test_oppMatrix.m ├── test_oppNumBlockDiag.m ├── test_oppStack.m ├── test_oppWindowing.m └── xunit ├── +xunit ├── +private │ ├── retrieveSetupFunction.m │ ├── retrieveTearDownFunction.m │ └── retrieveTestFunctions.m ├── +utils │ ├── Contents.m │ ├── arrayToString.m │ ├── compareFloats.m │ ├── comparisonMessage.m │ ├── containsRegexp.m │ ├── generateDoc.m │ ├── isAlmostEqual.m │ ├── isSetUpString.m │ ├── isTearDownString.m │ ├── isTestCaseSubclass.m │ ├── isTestString.m │ ├── parseFloatAssertInputs.m │ └── stringToCellArray.m ├── displayFault.m ├── displayStack.m 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