Daline: A Data-driven Power Flow Linearization Toolbox for Power Systems Research and Education

Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.

Model Parameter Identification via a Hyperparameter Optimization Scheme (MI-HPO)

Advanced Data Assimilation Algorithms and Methods

Data-driven Battery Model Identification in LPV Framework using Python

A powerful, no code solution for control and systems engineering

Performed a nonlinear model identification using both the FROE method with polynomial NARX models and feedforward neural networks.

Lecture notes of the course Model Identification and Data Analysis - Part 2, Politecnico di Milano, A.Y. 2021-2022.

Lecture notes of the course Model Identification and Data Analysis - Part 1, Politecnico di Milano, A.Y. 2021-2022.

Model identifiability pipeline using surrogate models trained on a latent space extracted by tensor decompositions.

Repository dedicated to the practical concepts of Model Identification & Data Analysis in Python

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.

Model Identification and Data Analysis (IMAD) | University course

Grey box optimization of a UAV drone system with Matlab and Simulink & Robustness Monte-Carlo analysis on signal excitation

progetto del corso Identificazione dei Modelli e Analisi dei Dati 22/23

Matlab codes for analyzing and designing single-cell experiments.