Machine Learning & Simulation

Explaining topics of 🤖 Machine Learning & 🌊 Simulation with intuition, visualization and code. ------ Hey, welcome to my channel of explanatory videos for Machine Learning & Simulation. I cover topics from Probabilistic Machine Learning, High-Performance Computing, Continuum Mechanics, Numerical Analysis, Computational Fluid Dynamics, Automatic Differentiation and Adjoint Methods. Many videos include hands-on coding parts in Python, Julia, or C++. The videos also showcase the application of the topics in modern libraries like JAX, TensorFlow Probability, NumPy, SciPy, FEniCS, PETSc and many more. All material is also available on the GitHub Repo of the channel: https://github.com/Ceyron/machine-learning-and-simulation Enjoy :) And please leave feedback. If you liked the videos, feel free to support the channel on Patreon: https://www.patreon.com/MLsim If you want to make a one-time donation, you can do so via PayPal: https://paypal.me/FelixMKoehler