Doing Scientific Machine Learning Sciml

Doing Scientific Machine Learning (SciML) With Julia | Workshop | JuliaCon 2020

Scientific machine learning

The Use and Practice of Scientific Machine Learning (Chris Rackauckas) - nextgen_ai Freiburg 2021

Chis Rackauckas' talk on "The Use and Practice of

TILOS Seminar: Foundational Methods for Foundation Models for Scientific Machine Learning

Such models could provide a robust and principled foundation for

[08x12] Intro to SciML

SciML

SciMLCon 2022: Scientific Machine Learning Open Source Software

The inaugural SciMLCon of the

DDPS | Scientific Machine Learning: From Physics-Informed to Data-Driven

Abstract:

What is scientific machine learning?

What is

AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]

This video discusses the first stage of the

Keynote: The Software Engineering of Julia's Scientific Machine Learning (SciML) | ChapelCon '25

Presentation by Chris Rackauckas at ChapelCon '25. Slides for this talk are available at: ...

JuliaSim FMU Accelerator App: Digital Twin Generation using Scientific Machine Learning (SciML)

Julia Computing delivers JuliaSim as an answer to accelerating simulations through digital-twin (or surrogate)...

State of SciML, Scientific Machine Learning | Chris Rackauckas | SciMLCon 2022

This talk was part of SciMLCon 2022! For more information, check out https://scimlcon.org/2022/. For more information...

How to Combine Physics and Machine Learning: A Complete SciML Project Walkthrough

This is not just machine learning. This is

What is machine learning and how can it be connected to prior scientific knowledge (SciML)?

Machine learning