Name: Benaissa DEKHICI
Type: User
Company: University of Surrey
Bio: PDRA in Bioenergy Process Optimisation and Control, PhD in Automatics, Data Analyst, Data Scientist at University of Surrey, Guildford, England, United Kingdom
Twitter: BENMOLA10
Location: Guildford, England, United Kingdom
Blog: https://benmola.github.io/
Benaissa DEKHICI's Projects
Applications of Simulation and Automation
Process Control Temperature Lab
ArduPlane, ArduCopter, ArduRover source
A Python implementation of global optimization with gaussian processes.
Data-driven dynamical systems toolbox.
Dynamic mode decomposition with Control for Data-driven Modeling of Anaerobic Digestion Process
Python Data Science Course with TCLab
Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/
IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz
Data-Driven Engineering
Using the Koopman Operator theory for the data-driven modeling of the Chemostat model
GEKKO Python for Machine Learning and Dynamic Optimization
Development repository for Kipet.
Use the Koopman Operator for data-driven forecast of the Chemostat dynamics
Koopman Reduced-Order Nonlinear Identification and Control
Matlab Dynamics and Control
Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data
Model order reduction using Dynamic Mode Decomposition :Application to the Anaerobic Digestion Model N.1 (ADM1)
Process Dynamics and Control
Machine Learning for Engineers
Web site for www.py4e.com and source to the Python 3.0 textbook
PyADM1: a Python implementation of Anaerobic Digestion Model number 1
Python Dynamic Mode Decomposition
A package for computing data-driven approximations to the Koopman operator.