All code, data subsets, and environment specifications required to reproduce the ILS-MdPL experiments and figures

 ILS-MdPL Project: Code, Processed Data, and Environment Specifications

Wenpeng Xie (Institute of Industrial Science, The University of Tokyo)

Included Files

1. model/

   • src/ — MdPL source code

   • 000check-results.ipynb — Measurement calculation tools

   • 000gswp2.ipynb — Perturbed GSWP2 parameter generation for ILS

   • 000process_dataset.ipynb — NetCDF → MdPL input data pipeline

2. script_figure/

   • Figure*.py — Figure generation scripts

   • results/ — Essential statistical data (CSV/NetCDF subsets) for each figure

3. script_ILS/

   • calibrated_parameter_for_ILS/ — Default & perturbed ILS parameters

   • Figure*_ILS/ — ILS execution scripts per figure

4. script_MdPL/

   • Figure*_MdPL/ — MdPL training/inference scripts and log files per figure

5. Environment

   • environment.yml — Conda environment (Python, PyTorch, xarray, etc.)

   • ILS_env.txt — ILS runtime environment details (PATH, LD_LIBRARY_PATH)