PDE-Net: Learning PDEs from Data
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Updated
Jun 26, 2021
PDE-Net: Learning PDEs from Data
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Data-driven reduced order modeling for nonlinear dynamical systems
Creating animation sequences between sparse key frames using motion phase features.
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.
AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)
Data-Driven Operational Space Control for Adaptive and Robust Robot Manipulation
Supplementary materials to the lecture data driven audio signal processing
Python-based object-oriented discrete-event simulation tool for complex, data-driven modeling
Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation
PILOTS (ProgrammIng Language for spatiO-Temporal data Streaming applications)
AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control
a little library to help me with things involving Koopman operators
Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations
A black box data driven model that considers the characterization and prediction of heat load in buildings connected to District Heating by using smart heat meters
Highway Driving (project 7 of 9 from Udacity Self-Driving Car Engineer Nanodegree)
Tutorials on math epidemiology and epidemiology informed deep learning methods
Fourier Feature Character Animation Controller Demo
Matlab implementation of online and window dynamic mode decomposition algorithms
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