Repositories list

• mspcnn-for-dynamic-system

  Public
  Jupyter Notebook

  •

  MIT License

  •1•6•0•0•Updated Aug 14, 2024Aug 14, 2024

• DA-tutorial-

  Public
  introduction to DA

  Jupyter Notebook

  •2•5•0•0•Updated Jun 12, 2024Jun 12, 2024

• Acoustic_emission_-_ML

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Apr 24, 2024Apr 24, 2024

• DL_Surrogate_JULES_INFERNO

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Nov 14, 2023Nov 14, 2023

• gcn-lstm-wildfire

  Public
  Jupyter Notebook

  •

  MIT License

  •3•18•1•0•Updated Oct 31, 2023Oct 31, 2023

• datalearning-seminars

  Public
  TypeScript

  •0•0•0•0•Updated Oct 23, 2023Oct 23, 2023

• datalearning-seminars.github.io

  Public
  CSS

  •0•0•0•0•Updated Oct 23, 2023Oct 23, 2023

• Explainable-AI-for-Drop-Coalescence

  Public
  Jupyter Notebook

  •

  MIT License

  •1•1•0•0•Updated Oct 6, 2023Oct 6, 2023

• MEDLA-Multi-domain-encoder-decoder-neural-networks-for-latent-data-assimilation-in-dynamical-systems

  Public
  Jupyter Notebook

  •0•1•0•0•Updated Oct 2, 2023Oct 2, 2023

• diameter_inverse

  Public
  Jupyter Notebook

  •0•0•0•0•Updated May 28, 2023May 28, 2023

• Breathe-in-Breathe-out

  Public
  Python

  •0•1•1•0•Updated May 12, 2023May 12, 2023

• Digital-twin-LA-global-wildfire

  Public
  Jupyter Notebook

  •1•5•0•0•Updated Apr 26, 2023Apr 26, 2023

• Nuclear_reactor_VCNN

  Public
  This repository includes the code for fast field reconstruction using Voronoi tessellation and CNN techniques

  Python

  •0•0•0•0•Updated Apr 23, 2023Apr 23, 2023

• VIVID

  Public
  Python

  •0•5•0•0•Updated Mar 31, 2023Mar 31, 2023

• DataLearningParadigm

  Public
  Code repository for the data learning paper

  Python

  •0•0•0•0•Updated Mar 24, 2023Mar 24, 2023

• WaveSuite

  Public
  Generative networks for expand the design space of point absorber Wave Energy Converters (WECs)

  Python

  •1•0•0•0•Updated Feb 22, 2023Feb 22, 2023

• AirQualityDisease

  Public
  Python

  •0•0•0•0•Updated Feb 17, 2023Feb 17, 2023

• dscvae-for-drop-coalescence

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Dec 19, 2022Dec 19, 2022

• ViTAE

  Public
  ViTAE: a vision transformer-based autoencoder and spatial interpolation learner for field reconstruction

  Python

  •0•2•1•0•Updated Dec 14, 2022Dec 14, 2022

• CMCC

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Oct 24, 2022Oct 24, 2022

• FIDN

  Public
  Fire-Image-DenseNet - A model for predicting the final burnt area of wildfire

  Jupyter Notebook

  •

  Apache License 2.0

  •0•2•1•0•Updated Oct 17, 2022Oct 17, 2022

• Digital_twin_LA_global_wildfire

  Public
  0•0•0•0•Updated Oct 9, 2022Oct 9, 2022

• Surrogate_model_JULES_INFERNO

  Public
  0•0•0•0•Updated Oct 9, 2022Oct 9, 2022

• GLA_with_ROSM

  Public
  In this project, we introduce the Generalised Latent Assimilation (GLA) approach which can be used in Machine learning surrogate modelling for dynamical systems

  C++

  •0•1•0•0•Updated Jun 10, 2022Jun 10, 2022

• SCDNN-TS

  Public
  Python

  •1•6•1•0•Updated Jun 1, 2022Jun 1, 2022

• HPC-training

  Public
  Python and bash script for training on HPC

  MIT License

  •0•0•0•0•Updated May 31, 2022May 31, 2022

• SCDNN_TS

  Public
  0•0•0•0•Updated May 9, 2022May 9, 2022

• DA_material

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Apr 29, 2022Apr 29, 2022

• drop-coalescence-surrogate-model-and-LA

  Public
  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •0•1•0•0•Updated Mar 22, 2022Mar 22, 2022

• premiereDroplets

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Mar 22, 2022Mar 22, 2022