An open API service indexing awesome lists of open source software.

0 "physics-informed-neural-networks" Awesome Lists

awesome-pinns

A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Physics-Informed Machine Learning (PIML) and Physics-Informed Neural Networks (PINNs).

physics-informed-machine-learning physics-informed-neural-networks piml pinn

134 stars
7 forks
1,075 projects

Last updated: 23 Aug 2026

awesome-scientific-machine-learning

A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software

differential-equations neural-differential-equations physics-informed-learning physics-informed-neural-networks pinn scientific-machine-learning sciml

89 stars
13 forks
53 projects

Last updated: 24 Aug 2026

awesome-ai-cae

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.

ai ai-for-science artificial-intelligence awesome awesome-list cae cfd computational-engineering deep-learning differentiable-simulation

48 stars
7 forks
127 projects

Last updated: 24 Aug 2026

awesome-ml-in-plasma-physics

⚛️ ML in fusion industry/science 🍩⚡

control equillibrium fusion physics-informed-neural-networks physics-simulation plasma plasma-physics stellarator tokamak

31 stars
1 forks
166 projects

Last updated: 14 Jul 2026

awesome-sciml

Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included.

bayesian-deep-learning bayesian-inference data-science deep-learning julia machine-learning mathematical-biology mathematical-epidemiology neural-ode physics-informed-neural-networks

14 stars
1 forks
481 projects

Last updated: 22 Oct 2025

awesome-fusion-ai

Curated papers, tools, datasets & simulation frameworks for AI × nuclear fusion (2020–2026)

awesome-list fusion-energy nuclear-fusion physics-informed-neural-networks plasma-physics stellarator tokamak

2 stars
0 forks
162 projects

Last updated: 21 Aug 2026

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awesome-list 4,561 awesome 4,043 awesome-lists 652 machine-learning 494 list 432 deep-learning 403 ai 352 resources 343 llm 323 python 238 hacktoberfest 229 lists 205 javascript 201 ai-agents 193 artificial-intelligence 192 security 185 open-source 175 programming 156 computer-vision 149 blockchain 147 curated-list 144 large-language-models 141 mcp 137 nlp 129 tools 127 chatgpt 115 data-science 114 react 111 developer-tools 111 android 97 natural-language-processing 94 learning 91 devops 90 awesome-readme 90 linux 86 cybersecurity 86 ai-tools 84 ios 83 papers 82 awesome-resources 82 generative-ai 82 reinforcement-learning 81 claude-code 80 openai 78 ethereum 77 robotics 75 css 74 rust 70 nodejs 67 kubernetes 66 computer-science 65 survey 65 collection 63 claude 63 datasets 61 playground 61 golang 61 prompt-engineering 61 agent 60 design 60 game-development 60 java 60 macos 60 agentic-ai 59 free-resources 59 automation 58 web3 57 getvm 57 agent-skills 57 hacking 56 php 56 privacy 56 bitcoin 54 frontend 53 education 52 llms 52 go 51 swift 51 tutorial 51 typescript 50 paper 50 gpt 50 web 49 free 49 research 49 security-tools 49 tutorials 48 books 48 github 48 dataset 48 agents 47 deep-neural-networks 46 data 46 productivity 46 opensource 46 api 46 development 45 diffusion-models 45 rag 45 cryptocurrency 45 cloud 44 paper-list 43 data-visualization 43 database 42 html 42 vue 41 anthropic 41 docker 41 gamedev 41 documentation 41 software 40 ml 40 community 40 open-data 39 model-context-protocol 39 skills 38 collections 38 web-development 38 game 37 multimodal 36 neural-network 36 self-hosted 35 crypto 35 cli 35 iot 35 plugins 35 testing 35 ai-agent 34 prompts 34 aws 34 reactjs 34 labex 34 hands-on 34 algorithms 33 cpp 33 exercises 33 courses 33 software-engineering 33 saas 32 graph-neural-networks 32 video 32 marketing 32 hardware 32 flutter 32 framework 32 defi 32 mlops 32 penetration-testing 31 react-native 31 solidity 31 games 31 bioinformatics 30 ruby 30 transformer 30 libraries 30 projects 30 video-generation 30 dotnet 30 gemini 30 architecture 30 image-generation 29 mobile 29 csharp 29 reverse-engineering 29 microsoft 29 pentesting 29 object-detection 28 smart-contracts 28 deepseek 28 best-practices 28 data-analysis 28 knowledge-graph 28 llm-agents 28 openclaw 28 cryptography 28 tensorflow 27 slam 27 links 27 science 27 pytorch 27 angular 27 foundation-models 27 windows 27 music 27 osint 27 learning-resources 26 nextjs 26 jobs 26 serverless 26 ui 26 library 26 self-supervised-learning 26 markdown 26 git 25 chinese 25 time-series 25 mcp-server 25 embedded 25 data-mining 25 cursor 25 django 25 infosec 25 3d 25 codex 24 mathematics 24 computer-graphics 24 awsome-list 24 neural-networks 24 roadmap 24 seo 24 claude-skills 24 autonomous-agents 24 kotlin 24 chatbot 24 reasoning 23 game-engine 23 vibe-coding 23 blog 23 langchain 23 engineering 23 autonomous-driving 23 interview 23 finance 23 apple 23 python3 23 audio 23 awesomeness 23 sql 23 unity 23 startups 23 startup 23 cloud-computing 23 mcp-servers 23 segmentation 23 software-development 22 website 22 coding 22 c 22 programming-language 22 llama 22 devsecops 22 text-to-image 22 decentralized 22 federated-learning 22 networking 22 embodied-ai 21 r 21 awsome 21 monitoring 21 apps 21 blogs 21 graphql 21 gpt-3 21 benchmark 21 deeplearning 21 visualization 21 azure 21 hacktoberfest-accepted 21 youtube 20 curated 20 terminal 20 ai-coding 20 opendata 20 graph 20 stable-diffusion 20 gis 20 ai-safety 20 transformers 20 optimization 20 js 20 backend 19 multi-agent 19 representation-learning 19 cloud-native 19 statistics 19 vlm 19 speech-recognition 19 remote-sensing 19 generative-art 19 raspberry-pi 19 telegram 19 gpt-4 19 big-data 19 laravel 18 text-to-video 18 front-end 18 code 18 machinelearning 18 data-structures 18 analytics 18 bugbounty 18 aigc 18 swiftui 18 pentest 18 guidelines 18 foss 17 android-development 17 generative-model 17 data-engineering 17 prompt 17 mllm 17 github-actions 17 containers 17 large-language-model 17 autonomous-vehicles 17 webgl 17 quantization 17 command-line 17 animation 17 nerf 17 knowledge 17 bash 17 cheatsheet 17 malware-analysis 17 image-processing 17 cms 16 copilot 16 vscode 16 performance 16 ecommerce 16 distributed-systems 16 technology 16 microservices 16 system-design 16 pose-estimation 16 anomaly-detection 16 ai-security 16 algorithm 16 medical-imaging 16 gaming 16 llmops 16 language 16 ros 16 dart 16 databases 16 articles 16 videos 16 readme 16 reddit 16 bert 16 selfhosted 15 leetcode 15 spain 15 diffusion 15 espana 15 multimodal-deep-learning 15 art 15 memory 15 code-generation 15 drones 15 trading 15 resource 15 recommender-system 15 detection 15 p2p 15 students 15 react-components 15 multimodal-large-language-models 15 evm 15 ai-video 15 npm 15 mac 15 webassembly 15 google 15 coding-agents 15 uav 15 wasm 15 solana 15 awesome-ai 15 vuejs 15 mysql 15 beginner-friendly 15 vision-language-model 14 multimodal-learning 14 graphics 14 icons 14 3d-graphics 14 xai 14 ai-art 14 language-model 14 podcast 14 android-library 14 dotnet-core 14 generative-adversarial-network 14 planning 14 software-architecture 14 knowledge-base 14 ui-design 14 yolo 14 utilities 14 open-science 14 llm-security 14 discord 14 observability 14 ctf 14 frameworks 14 oss 14 wordpress 14 gan 14 mobile-development 14 healthcare 14 vector-database 14 deep-reinforcement-learning 13 objective-c 13 node 13 sysadmin 13 speech-to-text 13 drone 13 dsh-plugin 13 quantum-computing 13 sre 13 programming-languages 13 storage 13 transfer-learning 13 neuroscience 13 automl 13 webdevelopment 13 model-compression 13 continual-learning 13 svelte 13 software-libre 13 microservice 13 pwa 13 free-software 13 developer 13 rest-api 13 threat-intelligence 13 few-shot-learning 13 search 13 semantic-segmentation 13 bug-bounty 13 static-analysis 13 infrastructure 13 geospatial 13 time-series-analysis 13 workflow 13 sustainability 13 unicorns 13 rl 13 deepseek-harness 13 fintech 13 multi-agent-systems 13 evaluation 13 simulation 13 interview-questions 13 dapp 13 cuda 12 creative-coding 12 cicd 12 es6 12 management 12 leadership 12 question-answering 12 vulnerabilities 12 ros2 12 llm-tools 12 social-media 12 web-design 12 fuzzing 12 ux 12 graphics-programming 12 search-engine 12 lua 12 reading-list 12 cyber-security 12 rails 12 article 12 postgresql 12 webapp 12 privacy-tools 12 classification 12 email 12 infrastructure-as-code 12 guide 12 prompt-injection 12 authentication 12 social-network 12 vision-and-language 12 edge-computing 12 cross-platform 12 machine-learning-algorithms 12 application 12 test-automation 12 image 12 static-site-generator 12 datos-abiertos 12 compliance 12 gpu 12 elasticsearch 12 chain-of-thought 12 swift-library 11 in-context-learning 11 webpack 11 incident-response 11 podcasts 11 climate-change 11 point-cloud 11 hacktoberfest2020 11 video-editing 11 earth-observation 11