sxLii

sxLii's Stars

• jindongwang/transferlearning

  Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

  Language:Python13.3k3.8k

• brandstetter-johannes/MP-Neural-PDE-Solvers

  Repo to the paper "Message Passing Neural PDE Solvers"

  Language:Python11824

• dbdespot/pysewer

  A sewer network generator planning wastewater collection and treatment in data scarce regions

  Language:Jupyter Notebook8

• mroberto166/CAMLab-DLSCTutorials

  Language:Jupyter Notebook15740

• pengsida/learning_research

  本人的科研经验

  5.5k334

• Zymrael/awesome-neural-ode

  A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

  1.3k146

• ImperialCollegeLondon/AI4PDEs

  PDE solvers expressed as neural networks

  Language:Python61

• EthanYe/PINN-for-network-systems

  Language:Python1

• glorialulu/GNN_StateEstimation_WDS

  Graph neural networks for state estimation in water distribution systems

  Language:Jupyter Notebook2710

• neuraloperator/graph-pde

  Using graph network to solve PDEs

  Language:Python32782

• luo-yining/CFDBench

  A large-scale benchmark for machine learning methods in fluid dynamics

  Language:Python11715

• RBTV1/SWE-GNN-paper-repository-

  Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"

  Language:Jupyter Notebook3310

• Ceyron/machine-learning-and-simulation

  All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

  Language:Jupyter Notebook828177

• benmoseley/DLSC-2023

  ETH Zürich Deep Learning in Scientific Computing Master's course 2023

  Language:Jupyter Notebook10021

• mdbartos/pipedream

  🚰 Interactive hydrodynamic solver for pipe and channel networks

  Language:Python7518

• PredictiveIntelligenceLab/MultiscalePINNs

  Language:Python11332

• NVIDIA/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++969147

• ttroy50/cmake-examples

  Useful CMake Examples

  Language:CMake12.3k2.5k

• CIMM-ORG/SWMM5plus

  Prototype Fortran 2008 engine for the EPA Storm Water Management Model (SWMM)

  Language:Fortran298

• ZichaoLong/PDE-Net

  PDE-Net: Learning PDEs from Data

  310106

• thunil/Physics-Based-Deep-Learning

  Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

  1.7k303

• devernay/cminpack

  A C/C++ rewrite of the MINPACK software (originally in FORTRAN) for solving nonlinear equations and nonlinear least squares problems

  Language:C14563

• nilsoberg2/ITM

  Illinois Transient Model

  Language:C52

• StephanLenz/Gas-Kinetic-Scheme

  Language:C++42

• EthanYe/PINN-for-Pipeline-Systems

  Language:Python2

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python2.6k735

• liuyuzhenn/pytorch_template

  Language:Python1

• yinweijie/CFD-Eigen-Solver

  Language:C++199

• DengMen/learnCGAL

  learn cgal by demo

  Language:C++18567

• thu-zhanghl/CFD101

  💧CFD(计算流体力学)资料汇总、学习笔记，欢迎补充...

  379103