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15 public repositories
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This repository contains all GAMS files related to a 4th year research project based at Imperial College London focusing on the formulation of a new MIQCQP approach to symbolic polynomial regression.
Updated
Dec 13, 2022
GAMS
Matlab codes for analyzing and designing single-cell experiments.
Updated
May 3, 2023
MATLAB
Model identifiability pipeline using surrogate models trained on a latent space extracted by tensor decompositions.
Updated
Dec 13, 2022
Python
Repository dedicated to the practical concepts of Model Identification & Data Analysis in Python
Updated
Apr 27, 2021
Jupyter Notebook
Lecture notes of the course Model Identification and Data Analysis - Part 2, Politecnico di Milano, A.Y. 2021-2022.
Model Identification and Data Analysis (IMAD) | University course
Updated
Nov 7, 2023
MATLAB
Grey box optimization of a UAV drone system with Matlab and Simulink & Robustness Monte-Carlo analysis on signal excitation
Updated
Jan 21, 2024
MATLAB
Model Parameter Identification via a Hyperparameter Optimization Scheme (MI-HPO)
Updated
Apr 20, 2023
Python
progetto del corso Identificazione dei Modelli e Analisi dei Dati 22/23
Updated
May 17, 2023
MATLAB
A powerful, no code solution for control and systems engineering
Updated
Mar 8, 2024
Julia
Lecture notes of the course Model Identification and Data Analysis - Part 1, Politecnico di Milano, A.Y. 2021-2022.
Performed a nonlinear model identification using both the FROE method with polynomial NARX models and feedforward neural networks.
Updated
Jan 3, 2019
Jupyter Notebook
Data-driven Battery Model Identification in LPV Framework using Python
Updated
Jun 11, 2024
Python
Advanced Data Assimilation Algorithms and Methods
Updated
May 8, 2021
MATLAB
Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
Updated
Jul 7, 2022
Python
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