├── .gitignore ├── Cathode ├── Manifest.toml ├── Project.toml ├── config.yaml ├── exp_data │ ├── cath_1_10.csv │ ├── cath_1_15.csv │ ├── cath_1_2.csv │ ├── cath_1_20.csv │ └── cath_1_5.csv ├── results │ └── 4s8r-01 │ │ ├── config.yaml │ │ └── figs │ │ ├── conditions │ │ ├── pred_exp_1.png │ │ ├── pred_exp_2.png │ │ ├── pred_exp_3.png │ │ ├── pred_exp_4.png │ │ └── pred_exp_5.png │ │ └── loss_grad.png └── src │ ├── callback.jl │ ├── crnn_cathode.jl │ ├── dataset.jl │ ├── header.jl │ └── network.jl ├── Cathode_NCM333_UQ ├── Manifest.toml ├── Project.toml ├── config.yaml ├── exp_data │ ├── UNCERT_cath_1_10.csv │ ├── UNCERT_cath_1_15.csv │ ├── UNCERT_cath_1_2.csv │ ├── UNCERT_cath_1_20.csv │ └── UNCERT_cath_1_5.csv ├── results │ └── NCM333 │ │ ├── config.yaml │ │ └── figs │ │ └── conditions │ │ ├── Rxn1_A_Ea.png │ │ ├── Rxn2_A_Ea.png │ │ ├── UQ_pred_exp_1.png │ │ ├── UQ_pred_exp_2.png │ │ ├── UQ_pred_exp_3.png │ │ ├── UQ_pred_exp_4.png │ │ ├── UQ_pred_exp_5.png │ │ ├── mp4_A_Ea_rxn1.mp4 │ │ ├── mp4_A_Ea_rxn2.mp4 │ │ ├── mp4_A_Ea_rxn3.mp4 │ │ ├── mp4_H1_H2.mp4 │ │ ├── parameter_correlation.png │ │ ├── pred_exp_1.png │ │ ├── pred_exp_2.png │ │ ├── pred_exp_3.png │ │ ├── pred_exp_4.png │ │ └── pred_exp_5.png └── src_333 │ ├── callback.jl │ ├── crnn_cathode.jl │ ├── dataset.jl │ ├── header.jl │ ├── network.jl │ └── post_Plotting.jl ├── HyChem ├── ReadMe.md ├── crnn_pyrolysis_mass.jl └── gen_data_pyrolysis.py ├── LICENSE ├── README.md ├── README.md.backup ├── assets └── CRNN_TOC.png ├── case1 rev └── case1.jl ├── case1 ├── case1.jl ├── case1_hardthreshhold.jl └── figs │ ├── i_exp_1.png │ ├── i_exp_30.png │ └── loss.png ├── case2 ├── case2.jl ├── case2_missing.jl ├── case2_pruning.jl ├── checkpoint │ └── mymodel.bson └── figs │ ├── i_exp_1.png │ ├── i_exp_30.png │ └── loss.png ├── case3 ├── case3.jl ├── case3_pruning.jl └── figs │ ├── grad.png │ ├── i_exp_1.png │ ├── i_exp_100.png │ └── loss.png ├── gene-regulatory-network ├── ReadMe.md ├── checkpoint │ └── mymodel.bson ├── 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