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Search results for neural physics
neural
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physics
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27 search results found
Physics Based Deep Learning
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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
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
Pinns
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186
PyTorch Implementation of Physics-informed Neural Networks
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).
Deeplearn Theory
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73
Topics on theoretical, mathematical aspects of DL
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
Phygnn
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61
physics-guided neural networks (phygnn)
Gradientpathologiespinns
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52
Nimlibs
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49
Miscellaneous libs/wrappers for Nimrod
Recnn
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47
Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"
Pinn_wind_bearing
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33
Python scripts for wind turbine main bearing fatigue life estimation with physics-informed neural networks
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)
Chainer Nri
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29
Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer
Physics_prediction
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25
Codes for paper "Flexible Neural Representation for Physics Prediction".
Semnet
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25
Semantic Network for Quantum Physics
Pgnn
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25
Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
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]
Structurepreservingnn
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15
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).
Pinn_corrosion_fatigue
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15
Python scripts for physics-informed neural networks for corrosion-fatigue prognosis
Unito Neural Networks
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9
MFN0824 - Notebooks and other materials for the practical part of the Neural Networks course (Physics Dept. @ Unito)
Pdenetgen
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6
Python package for NN generation from physics
Physics Informed Neural Networks For Power Systems
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5
Uqpinns Tf2.0
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5
TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks (UQPINNs).
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1-27 of 27 search results
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