Steve Brunton

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Hamiltonian Neural Networks (HNN) [Physics Informed Machine Learning]
20,102 views | 2024-07-17
Lagrangian Neural Network (LNN) [Physics Informed Machine Learning]
25,017 views | 2024-07-10
Neural Network Control in Collimator 2.0 & New Educational Videos!!!
10,330 views | 2024-06-30
Residual Networks (ResNet) [Physics Informed Machine Learning]
32,803 views | 2024-06-30
Neural ODEs (NODEs) [Physics Informed Machine Learning]
56,260 views | 2024-06-30
Physics Informed Neural Networks (PINNs) [Physics Informed Machine Learning]
49,043 views | 2024-05-31
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
15,640 views | 2024-05-31
AI/ML+Physics: Preview of Upcoming Modules and Bootcamps [Physics Informed Machine Learning]
17,084 views | 2024-05-31
AI/ML+Physics: Recap and Summary [Physics Informed Machine Learning]
15,477 views | 2024-04-30
Using sparse trajectory data to find Lagrangian Coherent Structures (LCS) in fluid flows
8,001 views | 2024-04-30
AI/ML+Physics Part 5: Employing an Optimization Algorithm [Physics Informed Machine Learning]
15,563 views | 2024-04-30
The Future of Model Based Engineering: Collimator 2.0
18,682 views | 2024-04-30
AI/ML+Physics Part 4: Crafting a Loss Function [Physics Informed Machine Learning]
28,437 views | 2024-03-31
AI/ML+Physics Part 3: Designing an Architecture [Physics Informed Machine Learning]
36,096 views | 2024-03-31
AI/ML+Physics Part 2: Curating Training Data [Physics Informed Machine Learning]
28,353 views | 2024-03-31
AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]
71,945 views | 2024-02-29
Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering
216,737 views | 2024-02-29
Can we make commercial aircraft faster? Mitigating transonic buffet with porous trailing edges
9,310 views | 2024-01-31
A Neural Network Primer
36,687 views | 2024-01-31
Supervised & Unsupervised Machine Learning
23,417 views | 2023-12-31
A Machine Learning Primer: How to Build an ML Model
43,985 views | 2023-12-31
Arousal as a universal embedding for spatiotemporal brain dynamics
24,709 views | 2023-12-31
New Advances in Artificial Intelligence and Machine Learning
72,631 views | 2023-12-31
Nonlinear parametric models of viscoelastic fluid flows with SINDy
6,345 views | 2023-12-31
[5/8] Control for Societal-Scale Challenges: Road Map 2030 [Technology, Validation, and Transition]
10,101 views | 2023-07-31
[8/8] Control for Societal-Scale Challenges: Road Map 2030 [Recommendations]
6,441 views | 2023-07-31
[2/8] Control for Societal-Scale Challenges: Road Map 2030 [Societal Drivers]
6,906 views | 2023-07-31
[1/8] Control for Societal-Scale Challenges: Road Map 2030 [Introduction]
15,638 views | 2023-07-31
[6/8] Control for Societal-Scale Challenges: Road Map 2030 [Education]
3,434 views | 2023-07-31
[3/8] Control for Societal-Scale Challenges: Road Map 2030 [Technological Trends]
5,417 views | 2023-07-31

Steve Brunton

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