intell-sci-comput

PSE. Official PyTorch implementation of PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

OmniFluids. Python

RSRM. code of ICLR 2024 paper Reinforcement Symbolic Regression Machine

STATM. Python

PhyMPGN. Official Pytorch Implementation of PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems

GANO. Python

NPSolver. Official PyTorch Implementation of NPSolver: Neural Poisson Solver with Iterative Physics Supervision

PINP. Python

LDSolver. Python

OPDF. Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation

P2C2Net. Python

CiGNN. Python code and data for CiGNN model.

PerFlow. \textbf{P}hysics-\textbf{e}mbedded \textbf{r}ectified \textbf{Flow} for efficient sparse reconstruction and uncertainty quantification of spatiotemporal dynamics.