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Learn to compute the Bromwich integral used in the inverse Laplace transform in less than an hour with Steve Brunton.
Learn to use Runge-Kutta schemes for accurate numerical integration of ordinary differential equations in less than an hour with Steve Brunton.
Learn to integrate ODEs using Forward and Backward Euler schemes in Python and Matlab with Steve Brunton. Explore stability and error in under an hour.
Learn numerical integration schemes for ordinary differential equations with Steve Brunton in less than an hour. Understand error sources and stability of these techniques.
Learn to numerically integrate solutions of ordinary differential equations with Steve Brunton. Ideal for analyzing nonlinear systems. Less than 1-hour workload.
Learn to solve externally forced linear differential equations using the method of variation of parameters with Steve Brunton. Less than 1-hour workload.
Learn to solve linear differential equations with external forcing using the method of undetermined coefficients in under an hour with Steve Brunton.
Learn to derive higher-order differential equation systems from F=ma with Steve Brunton. Ideal for understanding spring-mass systems. Less than 1 hour.
Learn the basics of Calculus, focusing on the derivative, power law, and chain rule in less than an hour with Steve Brunton. Ideal for Differential Equations & Dynamical Systems pre-requisites.
Learn from MIT's Peter Baddoo how to integrate physical laws into dynamic mode decomposition in this less than 1-hour material by Steve Brunton.
Learn to derive the heat equation in higher dimensions using Gauss's theorem in less than an hour with Steve Brunton.
Learn the mathematical language of physical phenomena with Steve Brunton's concise guide to Partial Differential Equations, in under an hour.
Dive into the world of potential flows with Steve Brunton. In less than an hour, learn how to solve Laplace's equation and establish idealized fluid flows through detailed examples.
Learn Gauss's Divergence Theorem, a powerful tool in mathematical physics, from Steve Brunton in less than an hour. Understand how to derive conservation laws and translate them into PDEs.
Explore model-based and model-free reinforcement learning methods in under an hour with Steve Brunton. Includes dynamic programming, Q-learning, deep RL, and more.
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