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Search results for deep learning pinn
deep-learning
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pinn
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6 search results found
Deepxde
⭐
2,135
A library for scientific machine learning and physics-informed learning
Neuralpde.jl
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864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Neurodiffeq
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576
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
Pina
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195
Physics-Informed Neural networks for Advanced modeling
Gpt Pinn
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22
Generative Pre-Trained Physics-Informed Neural Networks Implementation
Ms Hpc Ai Gpu
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19
resources pour le cours d'introduction à la programmation des GPUs du mastère spécialisé HPC-AI
Lpinns
⭐
18
To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary conditions
Pso Pinn
⭐
6
Physics-Informed Neural Networks Trained with Particle Swarm Optimization
Bubblenet
⭐
6
A physics-informed deep learning architecture for inferring bubble dynamics
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