Name: Alistair White
Type: User
Company: Technical University of Munich / Potsdam Institute for Climate Impact Research
Bio: PhD student at TUM and PIK doing research at the intersection of machine learning, physics, and climate modelling.
Twitter: AlistairClimate
Location: Berlin, Germany
Blog: https://white-alistair.github.io/
Alistair White's Projects
Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems
Award winning software library for nonlinear dynamics
Definition of dynamical systems and integrators for DynamicalSystems.jl
Example solution for Exercise 7 of the course Modelling and Machine Learning of Dynamical Systems in Julia at TUM
Relax! Flux is the ML library that doesn't make you tensor
Package for dynamical modeling of power grids
Reservoir computing utilities for scientific machine learning (SciML)
Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints