hongkangcarl / spherical-PDE-solverLinks
Numerical program to solve PDEs on a spherical surface by a spectral methods using spherical harmonics.
☆95Updated last year
Alternatives and similar repositories for spherical-PDE-solver
Users that are interested in spherical-PDE-solver are comparing it to the libraries listed below
Sorting:
- Patched Attention for Nonlinear Dynamics☆162Updated 3 weeks ago
- A compact, high-performance finite element analysis engine built on JAX.☆62Updated this week
- A lightweight framework for building Physics-Informed Neural Networks (PINNs) with symbolic PDE definitions using SymPy and automatic dif…☆68Updated 3 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆428Updated last month
- TorchFSM: Fourier Spectral Method with PyTorch☆53Updated last week
- Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning☆129Updated 3 years ago
- Scientific Machine Learning☆16Updated 4 months ago
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆39Updated 8 months ago
- JAX-DIPS is a differentiable interfacial PDE solver.☆48Updated last year
- Example problems in Physics informed neural network in JAX☆82Updated 2 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆106Updated last year
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆35Updated last month
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆77Updated 2 years ago
- Python interface for libROM, library for reduced order models☆62Updated 4 months ago
- Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy☆94Updated 2 weeks ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆60Updated 5 years ago
- Data Science for Dynamical System Course☆146Updated last month
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆90Updated 5 months ago
- Playing around with Phyiscs-Informed Neural Networks☆99Updated 6 months ago
- This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advectio…☆189Updated 9 months ago
- Bootcamp notebooks☆62Updated 5 months ago
- JAX-SPH: A Differentiable Smoothed Particle Hydrodynamics Framework☆77Updated 2 months ago
- Convolutional Differential Operators for Physics-based Deep Learning Study☆25Updated last year
- This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learn…☆157Updated last month
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆14Updated 8 months ago
- An extensive introduction to applied numerical computing: scientific programming, finite difference method, and finite element method☆61Updated 3 years ago
- Datasets and code for results presented in the ProbConserv paper☆56Updated last year
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆155Updated 2 months ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- Finite Difference simulation of the Wave Equation (Double-slit experiment)☆24Updated 8 months ago