Python 10 C++ 4 Jupyter Notebook 2

Research articles 636 Blogs, discussions and news articles 88 Frameworks 17 ML-focused events 10 Opensource CFD codes 9 Opensource codes, tutorials and examples 9 Online resources 8 Ongoing research, projects and labs 8 Available datasets 5 Companies focusing on ML 5 Support Forums 2 Ongoing researchs, projects and labs 1

Review papers 271 Others 160 Reduced-order modeling aided ML 80 Patten identification and generation 66 Pattern identification, Super-resolution and experimental applications 61 Geometry optimization/ generation 50 Physics-informed ML 33 Geometry optimization or generation 32 Interpreted and Explainable Machine Learning 7 Applied Large Language Models 4 Quantum Machine Learning 4 Reinforcement learning 4 Generative AI 3 Interpreted (/Explainable) Machine Learning 2 Editorials 2 Transfer Learning 2

machine-learning 5 pytorch 4 openfoam 2 reservoir-computing 2 pinn 2 physics-informed-neural-networks 2 neural-networks 2 deep-learning 2 artificial-intelligence 2 proper-orthogonal-decomposition 1 pod 1 tau 1 boundary-value-problem 1 differential-equations 1 netcdf 1 jupyter 1 ipsp 1 hdf5 1 dynamic-mode-decomposition 1 dmd 1 davis 1 csv 1 cnm 1 torch 1 recurrent-neural-networks 1 recurrent-networks 1 python-toolkit 1 python 1 machinelearning 1 machine-learning-algorithms 1 echo-state-networks 1 tensorflow 1 scientific-machine-learning 1 physics-informed-learning 1 pde 1 paddle 1 operator 1 neural-network 1 multi-fidelity-data 1 jax 1 deeponet 1 smartsim 1 nvidia-modulus 1 hackathon 1 deep-reinforcement-learning 1 recurrent-neural-network 1 echo-state-network 1 system-identification 1 sparse-regression 1 nonlinear-dynamics 1