Alternatives and similar repositories for Neural-Manifold-Operators

Users that are interested in Neural-Manifold-Operators are comparing it to the libraries listed below

• Alexander-wu / NuwaDynamics
  [ICLR 2024 Spotlight]
  ☆21Updated last year
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆28Updated 3 months ago
• OpenEarthLab / PredBench
  [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
  ☆35Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆108Updated 6 months ago
• tsinghua-fib-lab / MDPNet
  KDD 2025: 📄"Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"
  ☆16Updated 4 months ago
• salvaRC / erdm
  [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting
  ☆14Updated 3 months ago
• Friger / GAGNN
  add codes
  ☆19Updated 4 years ago
• nkirschi / Neural-Flood-Forecasting
  Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting
  ☆14Updated 6 months ago
• black-yt / ExtremeCast
  ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
  ☆28Updated last year
• dataymeric / ClimODE
  PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"
  ☆19Updated last year
• Rose-STL-Lab / dyffusion
  [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
  ☆215Updated 11 months ago
• HuskyNian / HR-Extreme
  The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting
  ☆17Updated 5 months ago
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated 2 years ago
• Alexander-wu / PastNet
  [MM 2024]
  ☆24Updated 3 months ago
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆31Updated last year
• OpenEarthLab / CasCast
  ☆46Updated 11 months ago
• taohan10200 / WEATHER-5K
  Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
  ☆75Updated last year
• leap-stc / ChaosBench
  ☆42Updated 6 months ago
• technomii / EWMoE
  ☆13Updated last year
• kyegomez / Aurora
  Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch
  ☆22Updated 2 weeks ago
• OpenEarthLab / FNP
  [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
  ☆14Updated 7 months ago
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated 11 months ago
• decisionintelligence / Air-DualODE
  ☆14Updated 7 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆27Updated 7 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆134Updated last year
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆24Updated last year
• Xun-Zhu / weather2k
  ☆45Updated 2 months ago
• tsinghua-fib-lab / GPD
  The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…
  ☆57Updated last year
• xzwbsz / DGFormer
  The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
  ☆12Updated last year
• gorgen2020 / DVGNN
  ☆26Updated last month