Все публикации

Fourier Neural Operator (FNO) [Physics Informed Machine Learning]

Neural Network Control in Collimator 2.0 & New Educational Videos!!!

SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning

AI/ML+Physics: Preview of Upcoming Modules and Bootcamps [Physics Informed Machine Learning]

Using sparse trajectory data to find Lagrangian Coherent Structures (LCS) in fluid flows

Collimator 2.0 and Quanser!!!

Nonlinear parametric models of viscoelastic fluid flows with SINDy

[2/8] Control for Societal-Scale Challenges: Road Map 2030 [Societal Drivers]

[8/8] Control for Societal-Scale Challenges: Road Map 2030 [Recommendations]

[1/8] Control for Societal-Scale Challenges: Road Map 2030 [Introduction]

[5/8] Control for Societal-Scale Challenges: Road Map 2030 [Technology, Validation, and Transition]

🤯🤯🤯 Integrating GPT-4 into Collimator.ai for Symbolic Modeling and Control** 🔥🔥🔥

New Book!!! Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control

Complex analysis 101: imaginary numbers are real!

Chaotic Dynamical Systems

Linear Systems of Differential Equations with Forcing: Convolution and the Dirac Delta Function

Systems of Differential Equations with Forcing: Example in Control Theory

Measure-preserving EDMD: A 4-line structure-preserving & convergent DMD algorithm!

Residual Dynamic Mode Decomposition: A very easy way to get error bounds for your DMD computations

2x2 Systems of ODEs: Saddle Points and Instability

High-Order Ordinary Differential Equations with More Derivatives (from Physics)

More Examples of Second Order Differential Equations

Engineering Math Pre-Req: Quick and Dirty Introduction to Python

Engineering Math Pre-Req: Quick and Dirty Introduction to Matlab