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Search results for pinn
pinn
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28 search results found
Deepxde
⭐
2,135
A library for scientific machine learning and physics-informed learning
Neuralpde.jl
⭐
864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Diffeqflux.jl
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810
Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
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
Pinns
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186
PyTorch Implementation of Physics-informed Neural Networks
Fbpinns
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110
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Neuralsolvers
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103
Neural network based solvers for partial differential equations and inverse problems 🌌. Implementation of physics-informed neural networks in pytorch.
Tensordiffeq
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60
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
Physics Informed Deep Learning Solid And Fluid Mechanics
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55
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
Sophon.jl
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50
Efficient, Accurate, and Streamlined Training of Physics-Informed Neural Networks
Pinnacle
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45
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
Physics Informed Neural Network In Jax
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31
Example problems in Physics informed neural network in JAX
Mljc Unito Projectx 2020 Public
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29
Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)
Physics Informed Neural Networks
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26
Investigating PINNs
Gpt Pinn
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22
Generative Pre-Trained Physics-Informed Neural Networks Implementation
Nvidia Modulus Airfoil Optimisation
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20
Using NVIDIA modulus for airfoil optimizations at different angles.
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
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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
Sa Pinns
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17
Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]
Pinn Laminar Flow
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17
Physics-informed neural network for solving fluid dynamics problems
Awesome Scientific Machine Learning
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15
A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software
Pinn_fwi
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11
PINN-FWI: performing physics-informed neural network for FWI
Rpi3 Hackrf
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11
A remix of Arch Linux ARM for Raspberry Pi 3 B+ built for HackRF and RTL-SDR
Pinns Torch
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7
PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.
Bubblenet
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6
A physics-informed deep learning architecture for inferring bubble dynamics
Pinns_tf2
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6
Tensorflow 2 implementation of PINNs
Pso Pinn
⭐
6
Physics-Informed Neural Networks Trained with Particle Swarm Optimization
Related Searches
Python Pinn (19)
Neural Network Pinn (10)
Physics Informed Neural Networks Pinn (10)
Deep Learning Pinn (9)
Scientific Machine Learning Pinn (8)
Physics Pinn (8)
Partial Differential Equations Pinn (7)
Jupyter Notebook Pinn (7)
Differential Equations Pinn (7)
Pinn Physics Informed Learning (7)
1-28 of 28 search results
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