Alternatives and similar repositories for randomized-PINN

Users that are interested in randomized-PINN are comparing it to the libraries listed below

• TinSn50 / PINNs-Applications-in-Linear-Elastic-Solid-Mechanics
  This project is divided in a two parts. In first study, Lame parameters are identified using tanh activation function. After that, six a…
  ☆13Updated 3 years ago
• Blue-Giant / FMPINN
  Solving a class of elliptic partial differential equations(PDEs) with multiple scales utilizing Fourier-based mixed physics informed neur…
  ☆14Updated last year
• Shengfeng233 / PINN-Preprocess
  Data preprocess method on Physics-informed neural networks
  ☆24Updated 9 months ago
• pcl-china / SK-PINN
  SK-PINN: Accelerated physics-informed deep learning by smoothing kernel gradients
  ☆23Updated 8 months ago
• he-weiwei / ml-PINN
  ☆15Updated last year
• ContiPaolo / MultiFidelity_NNs
  Multi-fidelity regression with neural networks
  ☆16Updated last month
• railleon / FD-PINN_dynamics
  Physics-informed deep learning for structural dynamics under moving load
  ☆19Updated last year
• SuihongSong / Physics-informed_multi-grid_neural_operator
  ☆22Updated last year
• bc1chen / AI4PDE
  ☆23Updated last year
• quest-lab-iisc / PINN_WakeTurbulenceModel
  ☆25Updated last year
• Blue-Giant / PIELM_Numpy
  Physcial Informed Extreme Learning Machine(PIELM) method to solve PDEs, such as Possion problem
  ☆15Updated last year
• JacobSRPage / super-res-dynamical
  ☆12Updated last year
• somdattagoswami / Operator-Learning-for-aortic-aneurysms
  Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms
  ☆12Updated last year
• jdtoscano94 / Instant-AIVT
  Official Implementation of "AIVT: Inference of turbulent thermal convection from measured 3D velocity data by physics-informed Kolmogorov…
  ☆16Updated 2 months ago
• YuanAHa / PIGNN
  ☆13Updated last year
• ahenkes1 / HENKES_PINN
  Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…
  ☆18Updated 3 years ago
• DiabAbu / DeepOKAN
  ☆16Updated last year
• JinshuaiBai / RPIM_NNS
  MATLAB codes for the RPIM-NNS
  ☆13Updated last year
• Sysuzqs / DFVM
  Deep finite volume method
  ☆21Updated last year
• XuhuiM / Multi-Fidelity-DNNs-PINNs
  ☆40Updated 2 years ago
• apivich-h / pinnacle
  🏔️ PINNACLE: PINN Adaptive ColLocation and Experimental points selection
  ☆26Updated last year
• csccm-iitd / VB-DeepONet
  ☆12Updated 3 years ago
• filippo-masi / NICE
  Neural integration for constitutive equations
  ☆12Updated 2 years ago
• hsbhc / AMAW-PINN
  Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting
  ☆38Updated 2 years ago
• Xiao-dong-Wang / Multifidelity-GP
  Multi-fidelity Gaussian Process
  ☆29Updated 4 years ago
• xuangu-fang / Gaussian-Process-Slover-for-High-Freq-PDE
  Solving High Frequency and Multi-Scale PDEs with Gaussian Processes (ICLR 2024)
  ☆25Updated last year
• zxgcqupt / PINNs4SRA
  ☆13Updated last year
• xdfeng7370 / Multi-fidelity-neural-network-
  ☆42Updated 2 years ago
• pde-sim / teng
  Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"
  ☆14Updated last year
• dopawei / DG-PINNs
  Data-guided physics-informed neural networks
  ☆15Updated last year