├── README.md ├── configuration.py ├── dataloader ├── __pycache__ │ └── dataloader_l96.cpython-310.pyc └── dataloader_l96.py ├── environment.yml ├── eval_scripts ├── LE.py ├── LE_l96.py ├── __pycache__ │ ├── LE.cpython-310.pyc │ ├── eval_LE.cpython-310.pyc │ ├── eval_l96.cpython-310.pyc │ └── eval_utils.cpython-310.pyc ├── eval_LE.py ├── eval_l96.py ├── eval_utils.py └── read_LE.py ├── experiments ├── CL_l96 │ ├── eval.sh │ └── srun.sh ├── OT_l96 │ ├── eval.sh │ ├── eval_partial.sh │ ├── srun.sh │ └── srun_partial.sh └── baselines_l96 │ ├── eval.sh │ └── srun.sh ├── l96_data_x ├── generate_data.py └── l96.py ├── models ├── condition_utils.py ├── fno_1d_new.py ├── kse_resnet.py ├── l96x_resnet.py └── metricL_utils.py ├── presentations ├── diagram_emulator.png └── poster.pdf ├── scripts ├── CL_utils.py ├── OT_utils.py ├── cal_stats_l96.py ├── dataloader_init.py ├── log.py ├── main.py └── train_utils.py └── utils.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/README.md -------------------------------------------------------------------------------- /configuration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/configuration.py -------------------------------------------------------------------------------- /dataloader/__pycache__/dataloader_l96.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/dataloader/__pycache__/dataloader_l96.cpython-310.pyc -------------------------------------------------------------------------------- /dataloader/dataloader_l96.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/dataloader/dataloader_l96.py -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/environment.yml -------------------------------------------------------------------------------- /eval_scripts/LE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/LE.py -------------------------------------------------------------------------------- /eval_scripts/LE_l96.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/LE_l96.py -------------------------------------------------------------------------------- /eval_scripts/__pycache__/LE.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/__pycache__/LE.cpython-310.pyc -------------------------------------------------------------------------------- /eval_scripts/__pycache__/eval_LE.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/__pycache__/eval_LE.cpython-310.pyc -------------------------------------------------------------------------------- /eval_scripts/__pycache__/eval_l96.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/__pycache__/eval_l96.cpython-310.pyc -------------------------------------------------------------------------------- /eval_scripts/__pycache__/eval_utils.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/__pycache__/eval_utils.cpython-310.pyc -------------------------------------------------------------------------------- /eval_scripts/eval_LE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/eval_LE.py -------------------------------------------------------------------------------- /eval_scripts/eval_l96.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/eval_l96.py -------------------------------------------------------------------------------- /eval_scripts/eval_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/eval_utils.py -------------------------------------------------------------------------------- /eval_scripts/read_LE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/eval_scripts/read_LE.py -------------------------------------------------------------------------------- /experiments/CL_l96/eval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/CL_l96/eval.sh -------------------------------------------------------------------------------- /experiments/CL_l96/srun.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/CL_l96/srun.sh -------------------------------------------------------------------------------- /experiments/OT_l96/eval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/OT_l96/eval.sh -------------------------------------------------------------------------------- /experiments/OT_l96/eval_partial.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/OT_l96/eval_partial.sh -------------------------------------------------------------------------------- /experiments/OT_l96/srun.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/OT_l96/srun.sh -------------------------------------------------------------------------------- /experiments/OT_l96/srun_partial.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/OT_l96/srun_partial.sh -------------------------------------------------------------------------------- /experiments/baselines_l96/eval.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/baselines_l96/eval.sh -------------------------------------------------------------------------------- /experiments/baselines_l96/srun.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/experiments/baselines_l96/srun.sh -------------------------------------------------------------------------------- /l96_data_x/generate_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/l96_data_x/generate_data.py -------------------------------------------------------------------------------- /l96_data_x/l96.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/l96_data_x/l96.py -------------------------------------------------------------------------------- /models/condition_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/models/condition_utils.py -------------------------------------------------------------------------------- /models/fno_1d_new.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/models/fno_1d_new.py -------------------------------------------------------------------------------- /models/kse_resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/models/kse_resnet.py -------------------------------------------------------------------------------- /models/l96x_resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/models/l96x_resnet.py -------------------------------------------------------------------------------- /models/metricL_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/models/metricL_utils.py -------------------------------------------------------------------------------- /presentations/diagram_emulator.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/presentations/diagram_emulator.png -------------------------------------------------------------------------------- /presentations/poster.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/presentations/poster.pdf -------------------------------------------------------------------------------- /scripts/CL_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/CL_utils.py -------------------------------------------------------------------------------- /scripts/OT_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/OT_utils.py -------------------------------------------------------------------------------- /scripts/cal_stats_l96.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/cal_stats_l96.py -------------------------------------------------------------------------------- /scripts/dataloader_init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/dataloader_init.py -------------------------------------------------------------------------------- /scripts/log.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/log.py -------------------------------------------------------------------------------- /scripts/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/main.py -------------------------------------------------------------------------------- /scripts/train_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/scripts/train_utils.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roxie62/neural_operators_for_chaos/HEAD/utils.py --------------------------------------------------------------------------------