neural-pde-solver | Topic | Ecosyste.ms: Repos

Topic: "neural-pde-solver"

This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495

Language: Python - Size: 2.72 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 25 - Forks: 2

[ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values

Language: Python - Size: 1.36 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 22 - Forks: 0

This repository contains the code for the paper: Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation (IEEE TPAMI 2025)

Language: Python - Size: 63.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 17 - Forks: 2

A multiphase multiphysics dataset and benchmarks for scientific machine learning

Language: Python - Size: 138 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 5

Official PyTorch implementation of the CALM layers and CALM-PDE model.

Language: Python - Size: 471 KB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 2 - Forks: 0