Richards equation on porous media
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Updated
Dec 10, 2017 - MATLAB
Richards equation on porous media
Numerical Implementation (Finite Difference) of the Pseudo-two-Dimensional Model for Lithium-ion Batteries
Semantic Segmentation with reduced fully convolutional networks for higher latency and lower memory requirement.
Matlab scripts to recreate figures of the JR Soc Interface article "Model reduction enables Turing instability analysis of large reaction-diffusion models"
Matlab implementation of automated model reduction of biochemical reaction networks
Matlab implementation of online and window dynamic mode decomposition algorithms
Modred main repository
Time-Limited Balanced Truncation Model Order Reduction for Descriptor Systems
HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition
MADS (Model Analysis & Decision Support) documentation
(MIRROR) Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
Code to reproduce the numerical results in the manuscript, "Bayesian estimation of stochastic gene expression using multifidelity models "Huy D. Vo*, Zachary R. Fox, Ania A. Baetica, Brian E. Munsky.
Model Reduction of the Approximate Master Equation for Epidemic Processes on Complex Networks
Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.
Basic guide to knowledge distillation
Python bindings to pressio
AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
System-Theoretic Model Order Reduction in Python
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