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SciML stands for Scientific Machine Learning. SciML is a collection of state-of-the-art tools for Scientists written in the Julia ...

"Optimal Control in Julia: SciML's newest tooling" by Chris Rackauckas, presented at JuliaCon Local Paris 2025. Optimal control ...

Scientific machine learning combines differentiable programming, scientific simulation (differential equations, nonlinear solvers, ...

Chris Rackauckas talks about his plan to extend the Julia SciML Ecosystem to a Backbone for PDEs Join the channel to support ...

Recorded 16 April 2026. Benjamin Sanderse of Centrum Wiskunde & Informatica presents "Structure-preserving SciML for ...

My one-day workshop on Scalable Physics-Informed Neural Networks, which I gave at CWI in Amsterdam during their Autumn ...

State of Julia's SciML Ecosystem by Chris Rackauckas PreTalx: https://pretalx.com/juliacon2024/talk/QKU8BE/ SciML is huge.

SciML is huge. If I say "I am using a SciML package", that could mean DifferentialEquations.jl, but it could also mean ...

Chris Rackauckas Applied Mathematics Instructor, MIT Senior Research Analyst, University of Maryland, Baltimore School of ...

Code link: https://drive.google.com/file/d/1DJhIgulv6878N68_8ECwuX--rGxpfn5d/view?usp=sharing _____ Most people think ...

In this video, I implemented the PINNsformer architecture entirely from scratch. PINNsformer, introduced at ICLR 2024, opened a ...

Machine learning is the process of learning functions. In this talk we introduce what neural networks are at a high level and use ...

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

Title: Automatic Differentiation and SciML: What Can Go Wrong, and What to Do About It? Scientific machine learning (SciML) ...

Efficient boundary value problems solving in SciML by Chris Rackauckas, Qingyu Qu PreTalx: ...

Learn how to leverage Dyad's model discovery capabilities to automatically identify and complete missing physics in your ...

Designing SciML components in ModelingToolkit.jl by Ashutosh Bharambe, Dhairya Gandhi PreTalx: ...

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

TITLE: Foundational Methods for Foundation Models for Scientific Machine Learning SPEAKER: Michael W. Mahoney, ICSI, LBNL ...

The inaugural SciMLCon of the Scientific Machine Learning Open Source Software Community is focused on the development ...