Rice Environmental Fluid Dynamics Group

2D-DDP

CNN and CNN w/ transfer learning

Burgers_DDP_and_TL

Data-driven-super-parametrization-with-deep-learning

LPINNs

machine_learning_for_climate

A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns

MEDIDA

MEDIDA: Model Error Discovery with Interpretability and Data Assimilation

MEDIDA_QG

NeuralGCM

Customized codes for running the Neural GCM

py2d

Python 2D Navier-Stokes solver

TL_for_SGS_Models

envfluids/py2d

Python 2D Navier-Stokes solver

envfluids/TL_for_SGS_Models

envfluids/2D-DDP

CNN and CNN w/ transfer learning

envfluids/Burgers_DDP_and_TL

envfluids/MEDIDA

MEDIDA: Model Error Discovery with Interpretability and Data Assimilation

envfluids/Data-driven-super-parametrization-with-deep-learning

envfluids/machine_learning_for_climate

A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns

envfluids/NeuralGCM

Customized codes for running the Neural GCM

envfluids/DLC_Extreme

envfluids/FourCastNet

Gray Swan Tropical Cyclone Forecasting with AI?

envfluids/LPINNs

envfluids/MEDIDA_QG

envfluids/nhyb-scaling2019

envfluids/RCESN_spatio_temporal

Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN

envfluids/RLonKorali

envfluids/WACCM-Emulation

This is a DNN written with PyTorch to Emulate the gravity wave drag (GWD, both zonal and meridional ) in the WACCM Simulation.