white-alistair
PhD student at TUM and PIK doing research at the intersection of machine learning, physics, and climate modelling.
Technical University of Munich / Potsdam Institute for Climate Impact ResearchBerlin, Germany
Pinned Repositories
SpeedyWeather.jl
Play atmospheric modelling like it's LEGO.
TUM-Dynamics-Lecture
Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich
ClimSim
An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
ComplexityMeasures.jl
Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems
ConservativeDynamicalSystems.jl
DynamicalSystems.jl
Award winning software library for nonlinear dynamics
DynamicalSystemsBase.jl
Definition of dynamical systems and integrators for DynamicalSystems.jl
Exercise7.jl
Example solution for Exercise 7 of the course Modelling and Machine Learning of Dynamical Systems in Julia at TUM
Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
Stabilized-Neural-Differential-Equations
Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
white-alistair's Repositories
white-alistair/Stabilized-Neural-Differential-Equations
Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
white-alistair/ClimSim
An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
white-alistair/ComplexityMeasures.jl
Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems
white-alistair/ConservativeDynamicalSystems.jl
white-alistair/DynamicalSystems.jl
Award winning software library for nonlinear dynamics
white-alistair/DynamicalSystemsBase.jl
Definition of dynamical systems and integrators for DynamicalSystems.jl
white-alistair/Exercise7.jl
Example solution for Exercise 7 of the course Modelling and Machine Learning of Dynamical Systems in Julia at TUM
white-alistair/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
white-alistair/Lecture2.jl
white-alistair/ManifoldProjection.jl
white-alistair/MemoryLeak.jl
white-alistair/NeuralDiffEqTools.jl
white-alistair/neuraloperator
Learning in infinite dimension with neural operators.
white-alistair/PowerDynamics.jl
Package for dynamical modeling of power grids
white-alistair/RemoteTestPkg.jl
white-alistair/ReservoirComputing.jl
Reservoir computing utilities for scientific machine learning (SciML)
white-alistair/TestPkg.jl
white-alistair/white-alistair.github.io