WassimTenachi / PhySOLinks
Physical Symbolic Optimization
☆1,880Updated last month
Alternatives and similar repositories for PhySO
Users that are interested in PhySO are comparing it to the libraries listed below
Sorting:
- 这是物理学公式拟合工具 PhySO(Φ-SO)库的中文注释项目,帮助需要快速入门此工具的中国科研人员初步熟悉该工具的使用☆61Updated 5 months ago
- High-Performance Symbolic Regression in Python and Julia☆2,843Updated 2 weeks ago
- Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"☆753Updated last year
- ☆687Updated 10 months ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆906Updated 3 weeks ago
- A deep learning framework for symbolic optimization.☆652Updated 4 months ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆744Updated 3 months ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,651Updated last week
- Python package for solving partial differential equations using finite differences.☆439Updated 2 weeks ago
- Python package for numerical derivatives and partial differential equations in any number of dimensions.☆475Updated 5 months ago
- Learning in infinite dimension with neural operators.☆2,685Updated last week
- A library for scientific machine learning and physics-informed learning☆3,256Updated 2 weeks ago
- Computational Fluid Dynamics in JAX☆840Updated 2 months ago
- Learning nonlinear operators via DeepONet☆653Updated 2 years ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,178Updated last year
- PyTorch Implementation of Physics-informed Neural Networks☆620Updated last year
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆318Updated last week
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition☆1,103Updated last month
- ☆942Updated this week
- Investigating PINNs☆598Updated 3 years ago
- A community supported Windows build for jax.☆357Updated last year
- Surrogate Modeling Toolbox☆770Updated last month
- ☆308Updated last month
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆417Updated last month
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆231Updated 7 months ago
- Physics-Informed Neural networks for Advanced modeling☆505Updated this week
- OSS library that implements deep learning methods for partial differential equations and much more☆438Updated 3 weeks ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆296Updated 8 months ago
- A differentiable PDE solving framework for machine learning☆1,618Updated last month
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,119Updated 2 weeks ago