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1. SGA SGA Public

   [ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

   Python 55 5

2. NCLaw NCLaw Public

   [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics

   Python 100 10

3. mit-gfx/DiffAqua mit-gfx/DiffAqua Public

   [SIGGRAPH 2021] DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation

   Python 32 7

4. mit-gfx/ContinuousParetoMTL mit-gfx/ContinuousParetoMTL Public

   [ICML 2020] Efficient Continuous Pareto Exploration in Multi-Task Learning

   Jupyter Notebook 135 25

5. PingchuanMa.github.io PingchuanMa.github.io Public

   Source code for my homepage.

   HTML 6 3