Media Summary: This is an introductory video for my class on PhD defence of Bartosz Prokop: During the defence Bartosz presented some results of his research where he focuses on model ... 2025 USACM Novel Methods Fall Seminar Title: Interpretable

Data Driven Dynamical Systems Overview - Detailed Analysis & Overview

This is an introductory video for my class on PhD defence of Bartosz Prokop: During the defence Bartosz presented some results of his research where he focuses on model ... 2025 USACM Novel Methods Fall Seminar Title: Interpretable Multiscale phenomena that evolve on multiple distinct timescales are prevalent throughout the sciences. It is often the case that ... As experimental datasets grow larger and computational power continues to soar, a new generation of tools is reshaping how we ...

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Data-Driven Dynamical Systems Overview
New Book!!!  Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
NEW CLASS! Data Driven Methods in Dynamical Systems
The Anatomy of a Dynamical System
Data-driven model identification in dynamical biological systems
Interpretable data-driven model discovery: dynamical systems, ROMs, and operators
Data-Driven Control: Overview
Data-Driven Averaging of Dynamical Systems | Video Abstracts
BOOK ANNOUNCEMENT: Data-Driven Methods for Dynamic Systems
Introduction to System Dynamics: Overview
DDPS | Data-driven modeling of dynamical systems: A systems theoretic perspective
[Part 1] Physics-driven vs Data-driven models
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Data-Driven Dynamical Systems Overview

Data-Driven Dynamical Systems Overview

This video provides a high-level

New Book!!!  Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

New 2nd Edition of our book: "

Sponsored
NEW CLASS! Data Driven Methods in Dynamical Systems

NEW CLASS! Data Driven Methods in Dynamical Systems

This is an introductory video for my class on

The Anatomy of a Dynamical System

The Anatomy of a Dynamical System

Dynamical systems

Data-driven model identification in dynamical biological systems

Data-driven model identification in dynamical biological systems

PhD defence of Bartosz Prokop: During the defence Bartosz presented some results of his research where he focuses on model ...

Sponsored
Interpretable data-driven model discovery: dynamical systems, ROMs, and operators

Interpretable data-driven model discovery: dynamical systems, ROMs, and operators

2025 USACM Novel Methods Fall Seminar Title: Interpretable

Data-Driven Control: Overview

Data-Driven Control: Overview

Overview

Data-Driven Averaging of Dynamical Systems | Video Abstracts

Data-Driven Averaging of Dynamical Systems | Video Abstracts

Multiscale phenomena that evolve on multiple distinct timescales are prevalent throughout the sciences. It is often the case that ...

BOOK ANNOUNCEMENT: Data-Driven Methods for Dynamic Systems

BOOK ANNOUNCEMENT: Data-Driven Methods for Dynamic Systems

As experimental datasets grow larger and computational power continues to soar, a new generation of tools is reshaping how we ...

Introduction to System Dynamics: Overview

Introduction to System Dynamics: Overview

MIT 15.871

DDPS | Data-driven modeling of dynamical systems: A systems theoretic perspective

DDPS | Data-driven modeling of dynamical systems: A systems theoretic perspective

Description

[Part 1] Physics-driven vs Data-driven models

[Part 1] Physics-driven vs Data-driven models

Physics