Steven Brunton

Teaches math to engineers: @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.

[Steven Brunton @eigensteve]

New 20hr bootcamp on Probability & Statistics!!!

Videos released weekly but full playlist already posted:
https://t.co/3LnVCaeYGv

Probability & Statistics are cornerstones of data science and machine learning. This course rapidly covers the basics and gets into advanced topics.

[Ricardo Vinuesa @ricardovinuesa]

Our new Perspective is out in @CommsPhys: Decoding complexity through machine learning is redefining scientific discovery! We discuss how ML is reshaping science across systems with known, partial, or unknown governing principles!!
https://t.co/PzzCFYzQ63
#AI4Science #Discovery

[Ricardo Vinuesa @ricardovinuesa]

New preprint! 🚀
Policy-DRIFT combines generative modeling + DRL for turbulence control!!
https://t.co/WfCdq0kZVU
• 48.95% drag reduction
• ~16% higher than DRL
• ~37× lower actuation energy
Preprint: [add link]
#AI #Turbulence #FluidMechanics #SciML

[Steven Brunton @eigensteve]

Fun behind-the-scenes article about our lightboard studio at UW!!

https://t.co/zUAyh8Awgo

[Steven Brunton @eigensteve]

@Ibraztech 🙏🙏🙏

[Steven Brunton @eigensteve]

FREE PDF for 2ND EDITION OF OUR BOOK!!!
https://t.co/t4kYJmgL61

We are committed to open science and open education:
Free book: https://t.co/t4kYJmgL61
Free code (https://t.co/QZFPbAa8ab)
Free lectures (https://t.co/2q9MFD6o4u)

https://t.co/53C3gdsJg6

[Steven Brunton @eigensteve]

2nd ed of "Data Driven Science and Engineering" out this summer!!!!

New to 2nd ed:
* Python+Matlab Code
* New Chapters on Reinforcement Learning & Physics Informed Machine Learning
* New Sections Throughout
* Extensive Homework

https://t.co/zjWxNr8TtY

https://t.co/l5MRmK84lx

[Steven Brunton @eigensteve]

@MarcoSouzetski The DDSE book is more about basic methods for machine learning and dynamics, and less about the optimization algorithms. This book is more about the optimization fundamentals, how to derive and use algorithms, and how to related to deeper optimization to cook up new algorithms

[Steven Brunton @eigensteve]

I Wrote a New Book!!!

Optimization: A Bootcamp for Machine Learning, Inverse Problems, and Control

Pre-Order Now (July 31)
https://t.co/EoDMFapUUf

Coming Soon:

* Free PDF on website
* YouTube Videos for entire book
* Python code on GitHub

[Steven Brunton @eigensteve]

@MRisso Just reposted the original thread with the table of contents

[Steven Brunton @eigensteve]

@asim800 Just reposted the original with TOC

[Steven Brunton @eigensteve]

Many of you have been asking for the table of contents, so here they are:

[Steven Brunton @eigensteve]

@tak3sh8 Just reposted the original with the table of contents

[Steven Brunton @eigensteve]

@mferraro89 Awesome, thank you!!

[Steven Brunton @eigensteve]

@JorgeArVilchis Awesome thanks!!

[Steven Brunton @eigensteve]

@SussilloDavid Thanks!!

[Steven Brunton @eigensteve]

@emharsha_1812 Good question; I’m not sure if Cambridge is planning one but I’m sure it would help if you emailed them. And no worries at all if you can’t afford it, feel free to download the PDF when it is available

[Steven Brunton @eigensteve]

You all are amazing -- within 24 hours, you put this in the top 3 math books on amazon!!! 🙏🧠💪

[Steven Brunton @eigensteve]

I Wrote a New Book!!!

Optimization: A Bootcamp for Machine Learning, Inverse Problems, and Control

Pre-Order Now (July 31)
https://t.co/EoDMFapUUf

Coming Soon:

* Free PDF on website
* YouTube Videos for entire book
* Python code on GitHub

[Steven Brunton @eigensteve]

@__mharrison__ Thanks!!

[Steven Brunton @eigensteve]

@apirkle Thanks!!

[Steven Brunton @eigensteve]

@ambuj_2032 Shortly after book is officially published

[Steven Brunton @eigensteve]

@neurovium @bingbrunton Thank you!! 🙏

[Steven Brunton @eigensteve]

@richnanophd @ricardovinuesa Thank you!!

[Steven Brunton @eigensteve]

@O74495Onwuka That sounds interesting. I’m pretty overcommitted with research at the moment so I probably won’t be able to help. But good luck with the research!