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Steven Brunton

@eigensteve • 57,235 subscribers

Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.

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HydroGym: A Reinforcement Learning Platform for Fluid Dynamics Now published in Nature!! GitHub: Amazing collaboration with Christian Lagemann, S Mokbel, M Gondrum, M Rüttgers, Y Wang, P Suárez, L Paehler, D A Bezgin, A B Buhendwa, J L Callaham, S Ahnert, N Zolman, X Shao, J-Ch Loiseau, N A. Adams, M Meinke, W Schröder, K Lagemann, E Lagemann, R Vinuesa & S L Brunton

HydroGym: A Reinforcement Learning Platform for Fluid Dynamics Now published in Nature!! GitHub: Amazing collaboration with Christian Lagemann, S Mokbel, M Gondrum, M Rüttgers, Y Wang, P Suárez, L Paehler, D A Bezgin, A B Buhendwa, J L Callaham, S Ahnert, N Zolman, X Shao, J-Ch Loiseau, N A. Adams, M Meinke, W Schröder, K Lagemann, E Lagemann, R Vinuesa & S L Brunton

89,780 görüntüleme • 12 gün önce

Optimization Bootcamp now live on YouTube!!! Videos will release every few days, so keep tuned! Book available on Amazon July 16 Free PDF of book soon!

Optimization Bootcamp now live on YouTube!!! Videos will release every few days, so keep tuned! Book available on Amazon July 16 Free PDF of book soon!

62,910 görüntüleme • 2 ay önce

New 20hr bootcamp on Probability & Statistics!!! Videos released weekly but full playlist already posted: Probability & Statistics are cornerstones of data science and machine learning. This course rapidly covers the basics and gets into advanced topics.

New 20hr bootcamp on Probability & Statistics!!! Videos released weekly but full playlist already posted: Probability & Statistics are cornerstones of data science and machine learning. This course rapidly covers the basics and gets into advanced topics.

534,735 görüntüleme • 1 yıl önce

Optimization Book now live and available on Amazon!!! New videos on YouTube every week!

Optimization Book now live and available on Amazon!!! New videos on YouTube every week!

40,686 görüntüleme • 1 ay önce

Excited to drop a new 2-week video series: Crash Course in Complex Analysis!!! This is a super useful topic that comes up everywhere in mathematical physics, differential equations, and modern scientific computing. Check it out!

Excited to drop a new 2-week video series: Crash Course in Complex Analysis!!! This is a super useful topic that comes up everywhere in mathematical physics, differential equations, and modern scientific computing. Check it out!

681,679 görüntüleme • 3 yıl önce

My favorite topic in dynamical systems: Chaos!!! This is what got me interested in applied math as an undergrad. The three body problem in planetary dynamics, the double pendulum, turbulence, and more!

My favorite topic in dynamical systems: Chaos!!! This is what got me interested in applied math as an undergrad. The three body problem in planetary dynamics, the double pendulum, turbulence, and more!

437,182 görüntüleme • 3 yıl önce

FREE PDF for 2ND EDITION OF OUR BOOK!!! We are committed to open science and open education: Free book: Free code ( Free lectures (

FREE PDF for 2ND EDITION OF OUR BOOK!!! We are committed to open science and open education: Free book: Free code ( Free lectures (

332,404 görüntüleme • 2 yıl önce

New Video Series: Statistics & Data Analysis! 35 videos, 10 hours: Random sampling, Central limit theorem, Distribution estimation, Method of moments, Maximum likelihood estimation, Hypothesis testing, Monte Carlo sampling, Bayesian statistics, and more!

New Video Series: Statistics & Data Analysis! 35 videos, 10 hours: Random sampling, Central limit theorem, Distribution estimation, Method of moments, Maximum likelihood estimation, Hypothesis testing, Monte Carlo sampling, Bayesian statistics, and more!

115,751 görüntüleme • 1 yıl önce

New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)

New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)

103,414 görüntüleme • 1 yıl önce

Its nice to see the recent excitement around Q-learning! Here's a clip from a video all about Deep Reinforcement Learning, including Deep Q Learning #machinelearning #ai

Its nice to see the recent excitement around Q-learning! Here's a clip from a video all about Deep Reinforcement Learning, including Deep Q Learning #machinelearning #ai

165,093 görüntüleme • 2 yıl önce

New video series: Physics Informed Machine Learning! Physics may be embedded into AI/ML in 5 stages: 1 choose what to Model 2 curate training Data 3 design an Architecture 4 craft a Loss Function, and 5 implement Optimization Algorithm to train the model

New video series: Physics Informed Machine Learning! Physics may be embedded into AI/ML in 5 stages: 1 choose what to Model 2 curate training Data 3 design an Architecture 4 craft a Loss Function, and 5 implement Optimization Algorithm to train the model

78,531 görüntüleme • 2 yıl önce

Excited to partner with Cassyni to generate citable DOIs for my videos!!! Example: if you want to cite my video on Reinforcement Learning DOI Youtube Check out the complete collection

Excited to partner with Cassyni to generate citable DOIs for my videos!!! Example: if you want to cite my video on Reinforcement Learning DOI Youtube Check out the complete collection

36,044 görüntüleme • 3 yıl önce

New Graduate Certificate and Masters Degree in Machine Learning and Artificial Intelligence for Engineering at University of Washington!!! 🧠💪🧠

New Graduate Certificate and Masters Degree in Machine Learning and Artificial Intelligence for Engineering at University of Washington!!! 🧠💪🧠

13,684 görüntüleme • 1 yıl önce

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