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26 search results found
Physics Based Deep Learning
⭐
1,536
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
Neuralpde.jl
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864
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Quimb
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390
A python library for quantum information and many-body calculations including tensor networks.
Hepml Livingreview
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293
Living Review of Machine Learning for Particle Physics
Sciann
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267
Deep learning for Engineers - Physics Informed Deep Learning
Pinn
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103
Physics-informed neural networks package
Pinns Tf2.0
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91
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
Interaction_network_pytorch
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79
Pytorch Implementation of Interaction Networks for Learning about Objects, Relations and Physics
Xpinns
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66
Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations
Godot Snapshot Interpolation Demo
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53
A simple networked physics demo for the Godot engine using snapshot interpolation and UDP
Gradientpathologiespinns
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52
Uclchem
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26
UCLCHEM - A gas-grain chemical code for Astrochemistry.
Pgnn
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25
Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
Semnet
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25
Semantic Network for Quantum Physics
Bayesprocess
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22
Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.
Pinn Laminar Flow
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17
Physics-informed neural network for solving fluid dynamics problems
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_corrosion_fatigue
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15
Python scripts for physics-informed neural networks for corrosion-fatigue prognosis
Structurepreservingnn
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15
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
Eusn Co Citation Networks
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14
R code to get co-citation networks on social networks in the social sciences vs physics and computer science using Web of Science data.
Garden
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7
An open source, cross platform game engine written in C++ with Vulkan API rendering backend
Pdenetgen
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6
Python package for NN generation from physics
Sdlxx
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6
👾 Modern C++ wrapper for Simple DirectMedia Layer (SDL2)
Interactionnetwork Pytorch
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5
Interaction Networks implemented in PyTorch
Nilorea Library
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5
C tools that are usable as a collection of .c .h or a shared library/dll
Physics Informed Neural Networks For Power Systems
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5
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1-26 of 26 search results
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