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Nonlinear Model-Predictive Control Using Koopman Operator

This document provides a detailed explanation of the MATLAB code that demonstrates the application of the Koopman operator theory for controlling a nonlinear system using Model Predictive Control (MPC ...
Frontiers

Global signal regression reduces connectivity patterns related to physiological signals and does not alter EEG-derived connectivity

Functional brain connectivity measures extracted from resting-state functional magnetic resonance imaging (fMRI) scans have generated wide interest as potential noninvasive biomarkers. In this context ...
Scientific Research Publishing

A Tutorial on Common Differential Equations and Solutions Useful for Modeling Epidemics Like COVID-19: Linear and Non-Linear Compartmentation Models ()

Boston Children’s Hospital and Harvard Medical School, Boston, USA. Since the introduction of coronavirus circa late 2019 (COVID-19), the sentient world has been subjected to media reports with curves ...
C&EN

Partial Least-Squares Regression as a Tool to Retrieve Gas Concentrations in Mixtures Detected Using Quartz-Enhanced Photoacoustic Spectroscopy

State Key Laboratory of Quantum Optics and Quantum Optics Devices, Institute of Laser Spectroscopy, Shanxi University, Taiyuan 030006, P. R. China State Key Laboratory of Quantum Optics and Quantum ...
Frontiers

Misconceptions in the use of the General Linear Model applied to functional MRI: a tutorial for junior neuro-imagers

This tutorial presents several misconceptions related to the use the General Linear Model (GLM) in functional Magnetic Resonance Imaging (fMRI). The goal is not to present mathematical proofs but to ...
GitHub

Flexible Robust Statistics Data Analysis

Get started with some example scripts right away using MATLAB Online. You can view or run each of the examples listed below. Sample data are downloaded when executing ...