Alternatives and similar repositories for PeRCNN:

Users that are interested in PeRCNN are comparing it to the libraries listed below

• Raocp / PeRCNN
  Physics-encoded recurrent convolutional neural network
  ☆46Updated 3 years ago
• katiana22 / TL-DeepONet
  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
  ☆70Updated last year
• csccm-iitd / WNO
  ☆52Updated 3 months ago
• katiana22 / latent-deeponet
  Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
  ☆61Updated 2 weeks ago
• soanagno / rba-pinns
  Original implementation of fast PINN optimization with RBA weights
  ☆52Updated 3 weeks ago
• thu-ml / GNOT
  ☆72Updated last year
• lu-group / gpinn
  gPINN: Gradient-enhanced physics-informed neural networks
  ☆89Updated 3 years ago
• lu-group / mionet
  MIONet: Learning multiple-input operators via tensor product
  ☆34Updated 2 years ago
• paulpuren / PhySR
  Physics-informed deep super-resolution of spatiotemporal data
  ☆43Updated last year
• jx-wang-s-group / ppnn
  PDE Preserved Neural Network
  ☆49Updated 10 months ago
• isds-neu / PhyCRNet
  Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
  ☆148Updated 11 months ago
• Sysuzqs / PDENNEval
  ☆49Updated 5 months ago
• Jianxun-Wang / graphGalerkin
  Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems
  ☆51Updated 3 years ago
• vc-bonn / Spline_PINN
  ☆107Updated 3 months ago
• gegewen / ufno
  U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow
  ☆133Updated 8 months ago
• shawnrosofsky / PINO_Applications
  Applications of PINOs
  ☆123Updated 2 years ago
• PredictiveIntelligenceLab / CausalPINNs
  ☆162Updated last year
• thuml / Latent-Spectral-Models
  About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664
  ☆71Updated last month
• erfanhamdi / pinn-torch
  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose
  ☆49Updated 2 years ago
• PredictiveIntelligenceLab / Long-time-Integration-PI-DeepONets
  ☆53Updated 2 years ago
• rbischof / relative_balancing
  ☆59Updated 2 years ago
• AdityaLab / pinnsformer
  ☆128Updated 6 months ago
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆36Updated last month
• echowve / phygnnet
  Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"
  ☆43Updated last year
• scaomath / torch-cfd
  [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch
  ☆32Updated this week
• Alexzihaohu / NSFnets
  PINN in solving Navier–Stokes equation
  ☆101Updated 4 years ago
• BaratiLab / OFormer
  ☆76Updated 8 months ago
• lu-group / pinn-sampling
  Non-adaptive and residual-based adaptive sampling for PINNs
  ☆74Updated 2 years ago
• junfeng-chen / position_induced_transformer
  PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
  ☆17Updated 6 months ago
• camlab-ethz / poseidon
  Code for the paper "Poseidon: Efficient Foundation Models for PDEs"
  ☆139Updated last month