Alternatives and similar repositories for physics-aware-dl:

Users that are interested in physics-aware-dl are comparing it to the libraries listed below

• kratzert / lstm_for_pub
  Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
  ☆44Updated 4 years ago
• sopanpatil / exp-hydro
  EXP-HYDRO Hydrological Model
  ☆26Updated last year
• haozhen315 / CCAM-China-Catchment-Attributes-and-Meteorology-dataset
  Accompanying code for CCAM dataset
  ☆19Updated last year
• xiejx5 / watershed_delineation
  global automatic rapid watershed delineation
  ☆34Updated 2 years ago
• andersonsam / cnn_lstm_era
  Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…
  ☆20Updated 2 years ago
• dalmo1991 / superflexPy
  SuperflexPy: The flexible language of hydrological modelling
  ☆52Updated 4 months ago
• uihilab / HydroLSTM
  LSTM Data and Model for Streamflow Forecasting
  ☆32Updated 3 years ago
• SRKabir / Rapid_FloodModelling_CNN
  ☆29Updated 3 years ago
• oreopie / hydro-interpretive-dl
  Interpretive deep learning for identifying flooding mechanisms
  ☆17Updated 7 months ago
• amacd31 / gr4j
  GR4J rainfall runoff model implemented in Python
  ☆38Updated 5 years ago
• OuyangWenyu / hydrodataset
  Datasets downloader and reader for Hydrologic Modeling
  ☆22Updated last month
• ahernanzl / pyClim-SDM
  Statistical Downscaling for Climate Change Projections with a Graphical User Interface
  ☆30Updated 2 months ago
• huangzq681 / YRB_heatwave_2023
  Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…
  ☆16Updated last year
• Critical-Infrastructure-Systems-Lab / VICResOpt
  VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model
  ☆32Updated last year
• KMarkert / servir-vic-training
  Training materials for the VIC hydrologic model setup developed for the @SERVIR program
  ☆37Updated 4 years ago
• xiejx5 / baseflow
  12 baseflow separation methods with automatic parameter calibration
  ☆23Updated 5 months ago
• kratzert / ealstm_regional_modeling
  Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…
  ☆90Updated 4 years ago
• TOSSHtoolbox / TOSSH
  Toolbox for Streamflow Signatures in Hydrology (TOSSH)
  ☆31Updated 3 weeks ago
• mhpi / dPLHBVrelease
  ☆14Updated last month
• philip928lin / HydroCNHS
  A Python Package of Hydrological Model for Coupled Natural–Human Systems
  ☆20Updated last month
• peironglinlin / GlobalHydro
  Global high-resolution hydrologic modeling with 2.94 million river reaches (~90 m DEM)
  ☆22Updated 2 years ago
• OuyangWenyu / aqualord
  Data for Water Resource Management
  ☆26Updated 3 years ago
• pyearthsci / lavendar
  The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …
  ☆19Updated 3 years ago
• BYU-Hydroinformatics / Hydrostats
  Tools for use in comparison studies, specifically for use in the field of hydrology
  ☆46Updated 4 years ago
• KMarkert / hydrate
  Python package to setup and run hydrologic models using data from Earth Engine
  ☆17Updated 3 years ago
• eWaterCycle / era5cli
  Command Line Interface to download ERA5 from Copernicus Climate Data Service
  ☆51Updated last week
• Serapieum-of-alex / Hapi
  Hapi is a Python library for building Conceptual Distributed Model using HBV96 lumped model & Muskingum routing method
  ☆31Updated this week
• udit1408 / cmip6_downscaling
  ☆15Updated 4 years ago
• niklasboers / rainfall-teleconnections
  Python code to compute global teleconnections from rainfall data
  ☆32Updated 10 months ago
• BYU-Hydroinformatics / HydroErr
  Goodness of Fit metrics for use in comparison studies, specifically in the field of hydrology.
  ☆47Updated last year