Stars
Datasets that cover the road and rail transportation networks in China
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Data Assimilation for Free Surface Flows : 1D Shallow-Water like systems for river network dynamics.
Free monospaced font with programming ligatures
HLLC solver for shallow water equations with bed slope and friction source terms.
Roe approximate Riemann solver for the shallow water equations. Includes LaVeque's entropy fix for transonic rarefaction and various limiters.
Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin and O'Brian-like biharmonic diffusion operator. 4th order Ru…
Matlab tool to simulate flood depth (static approach). Optional features such as the calculation of a spatially varying flood water level and the application of a reduction factor are included.
MATLAB (and some Python and R) scripts for pre- and post-processing LISFLOOD-FP inputs and outputs.
A set of python programs that can be run on the command line to prepare any LISFLOOD-FP simulation
A toolkit for developing and comparing reinforcement learning algorithms.
A set of physics informed deep neural network solvers for 1d, 2d, and 3d hydrodynamics formulations for environmental modeling applications
proof of concept for a transformer-based time series prediction model
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data
Tutorials on data assimilation (DA) and the EnKF