Repository for "FreDF: Learning to Forecast in the Transformed Domain"

Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Graph Learning in Physical-informed Mesh-reduced Space for Real-world Dynamic Systems

SEA: State-Exchange Attention for High-Fidelity Physics-Based Transformers

Geometry-Aware Fourier Neural Operator (Geo-FNO)

Learning in infinite dimension with neural operators.

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

A differentiable PDE solving framework for machine learning

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

Time- and space-continuous neural PDE forecaster based on INRs and ODEs

Repo to the paper "Message Passing Neural PDE Solvers"

Implementation of GraphKan with torch geometrics and its application on signal classification

A Spatio-temporal Transformer for 3D Human Motion Prediction

A Python framework for high performance GPU simulation and graphics

Source code for paper "Learning the Solution Operator of Boundary Value Problems using Graph Neural Networks"

Official implementation of Scalable Transformer for PDE surrogate modelling

This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.

[ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics

Kolmogorov Arnold Networks

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

OpenAI 接口管理 & 分发系统，支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元，可用于二次分发管理 key，仅单可执行文件，已打包好 Docker 镜像，一键部署，开箱即用. OpenAI key management & redistributi…