Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
☆15Nov 2, 2020Updated 5 years ago
Alternatives and similar repositories for physics-aware-dl
Users that are interested in physics-aware-dl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompanying code for CCAM dataset☆26Feb 9, 2024Updated 2 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发（PET）☆20Sep 4, 2020Updated 5 years ago
- Code repo for publication at https://hess.copernicus.org/articles/26/5085/2022/☆19Sep 19, 2023Updated 2 years ago
- ☆22Feb 25, 2025Updated last year
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆106May 14, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Interpretive deep learning for identifying flooding mechanisms☆22Jul 11, 2024Updated last year
- Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"☆52Jan 24, 2021Updated 5 years ago
- ☆10Feb 18, 2026Updated 2 months ago
- VIC-Res: Representation of water reservoir storage and operations in the Variable Infiltration Capacity (VIC) model☆25Mar 15, 2026Updated last month
- reservoir: Tools for Analysis, Design, and Operation of Water Supply Storages☆28Jun 6, 2021Updated 4 years ago
- A MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…☆10Aug 5, 2018Updated 7 years ago
- ☆20Apr 21, 2022Updated 4 years ago
- The Land Variational Ensemble Data Assimilation fRamework (LaVEnDAR) implements the method of Four-Dimensional Ensemble Variational data …☆19Sep 15, 2021Updated 4 years ago
- a MATLAB toolbox for network-scale sediment connectivity assessment☆15Nov 13, 2025Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆16Dec 30, 2019Updated 6 years ago
- SuperflexPy: The flexible language of hydrological modelling☆60Jun 2, 2025Updated 11 months ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Sep 28, 2022Updated 3 years ago
- Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models☆126Oct 2, 2024Updated last year
- UQPyL is a python package for uncertainty quantification and parameter optimization. 参数不确定性分析及优化工具包。☆18Updated this week
- ☆233Feb 4, 2026Updated 3 months ago
- Python library for standardising satellite imagery into an Analysis Ready Data (ARD) form☆32Sep 30, 2024Updated last year
- Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints☆12Mar 26, 2024Updated 2 years ago
- Ecosystem-scale transpiration stress formulation using deep learning☆12Aug 6, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Experiments with Mass Conserving LSTMs☆40Jul 20, 2021Updated 4 years ago
- use ANUSplin software to interpolate meteorology indices☆24Sep 26, 2024Updated last year
- Lumped Hydrological Models Playgroud☆25Sep 3, 2017Updated 8 years ago
- Pathways for Renewable Energy Planning coupling Short-term Hydropower OperaTion☆523Updated this week
- A global community dataset for large-sample hydrology☆254Jul 24, 2025Updated 9 months ago
- Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich☆16Jul 22, 2025Updated 9 months ago
- Core implementation of the 4DVarNet architecture☆28Apr 28, 2024Updated 2 years ago
- ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, gla…☆10Apr 7, 2026Updated 3 weeks ago
- Inverse modelling framework for dynamical systems characterised by complex dynamics.☆13Oct 16, 2025Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- HydroAnalysis is a Python package to calculate indices and metrics useful in the everyday job of an hydrologist.☆11Mar 18, 2025Updated last year
- Istope-enabled implementation of the LWF-BROOK90 hydrological model in Julia☆15Updated this week
- Notebooks for Pangeo Showcase Talk on Oct 12, 2022☆14Oct 13, 2022Updated 3 years ago
- Use Sentinel-1 volumetric scattering at C-band to retrieve snow depths.☆27Jan 13, 2026Updated 3 months ago
- This is a Time Series repository were I store the many functions I use to create Time Series Forecasts☆16Dec 15, 2020Updated 5 years ago
- Original SACSMA-Snow17 Fortran Code☆15Jul 22, 2020Updated 5 years ago
- CUG水文气象学--函数库☆19Apr 14, 2026Updated 3 weeks ago