lblb22

lblb22's Stars

• levimcclenny/SA-PINNs

  Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

  Language:Python17137

• nasimrahaman/SpectralBias

  Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).

  Language:Jupyter Notebook10421

• YaoGroup/MultistageNN

  Codes associated with the manuscript titled "Multi-stage neural networks: Function approximator of machine precision"

  Language:Python253

• zhry10/PhyCNN

  Physics-guided Convolutional Neural Network

  Language:Python5730

• Jianxun-Wang/graphGalerkin

  Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

  Language:Python4417

• Mathmode/Adaptive-Deep-Fourier-Residual-method-via-overlapping-domain-decomposition

  The source code of the paper: Adaptive Deep Fourier Residual method via overlapping domain decomposition

  Language:Python2

• PredictiveIntelligenceLab/jaxpi

  Language:Python21548

• tkipf/gcn

  Implementation of Graph Convolutional Networks in TensorFlow

  Language:Python7.1k2k

• kimiyoung/planetoid

  Semi-supervised learning with graph embeddings

  Language:Python882298

• lululxvi/deeponet

  Learning nonlinear operators via DeepONet

  Language:Python522142

• isds-neu/EQDiscovery

  Physics-informed learning of governing equations from scarce data

  10432

• isds-neu/PeRCNN

  Encoding physics to learn reaction-diffusion processes

  Language:Python8418

• PredictiveIntelligenceLab/CausalPINNs

  Language:Jupyter Notebook13829

• a1k12/characterizing-pinns-failure-modes

  Characterizing possible failure modes in physics-informed neural networks.

  Language:Python11734

• AmeyaJagtap/XPINNs

  Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonlinear Partial Differential Equations

  14843

• PredictiveIntelligenceLab/MultiscalePINNs

  Language:Python11432

• PredictiveIntelligenceLab/GradientPathologiesPINNs

  Language:Python16944

• mosaic-group/inverse-dirichlet-pinn

  Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021

  Language:Jupyter Notebook91

• lyhue1991/eat_tensorflow2_in_30_days

  Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

  Language:Python9.9k2.5k

• wenbochang888/house

  有完整版的PDF下载。

  Language:Java3.2k403

• ageron/handson-ml2

  A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  Language:Jupyter Notebook27.9k12.8k

• tensorflow/tensorflow

  An Open Source Machine Learning Framework for Everyone

  Language:C++186k74.3k