Axect / Neural_HamiltonLinks
Official implementation of the paper "Neural Hamilton: Can A.I. Understand Hamiltonian Mechanics?"
☆14Updated 3 weeks ago
Alternatives and similar repositories for Neural_Hamilton
Users that are interested in Neural_Hamilton are comparing it to the libraries listed below
Sorting:
- Code for analyzing and evaluating stellarator plasma boundaries☆51Updated 3 weeks ago
- ☆212Updated 2 months ago
- Reference implementation for the Hasegawa-Wakatani model of plasma turbulence inside nuclear fusion reactors in two dimensions☆30Updated last year
- JAX-DIPS is a differentiable interfacial PDE solver.☆49Updated last year
- TorchFSM: Fourier Spectral Method with PyTorch☆53Updated last week
- ☆18Updated last year
- A paper describing the implementation of PySR and SymbolicRegression.jl☆66Updated last year
- An Online Deep Learning Interface for HPC programs on NVIDIA GPUs☆182Updated 3 weeks ago
- AI Hilbert is an algebraic geometric based discovery system (based on Putinar's Positivstellensatz), that enables the discovery of fundam…☆41Updated 4 months ago
- ☆18Updated last year
- Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning☆10Updated 3 months ago
- Code for "Machine-Learning Non-Conservative Dynamics for New-Physics Detection" (arXiv: 2106.00026)☆15Updated 4 years ago
- Code for Lie Symmetries SSL paper☆23Updated last year
- Official repo for BWLer: Barycentric Weight Layer☆29Updated 4 months ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated 2 years ago
- SIMULATeQCD is a multi-GPU Lattice QCD framework that makes it easy for physicists to implement lattice QCD formulas while still providin…☆38Updated this week
- Kolmogorov-Arnold Networks built on JAX☆96Updated last week
- SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance☆25Updated last week
- Software for Generalized Tensor Decompositions☆16Updated last month
- Automating the Design of Multigrid Methods with Evolutionary Program Synthesis☆13Updated 11 months ago
- Python Algorithms for Randomized Linear Algebra☆57Updated 2 years ago
- ☆13Updated 9 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆37Updated last year
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆21Updated 9 months ago
- ☆36Updated 2 years ago
- ☆13Updated last year
- Scientific Machine Learning Tutorials☆40Updated 4 years ago
- ☆23Updated last week
- Generalized sparse regression for continuous and discrete data☆12Updated last month
- ☆11Updated last year