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Valentin Sulzer's Projects

18337 icon 18337

18.337 - Parallel Computing and Scientific Machine Learning

beep icon beep

Battery evaluation and early prediction

diffeqdocs.jl icon diffeqdocs.jl

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

diffeqoperators.jl icon diffeqoperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML)

example-repository icon example-repository

Quick example of a git repository for the Faraday Institution workshop 29/10/18

faster-lead-acid icon faster-lead-acid

Code for the papers "Faster Lead-Acid Battery Simulations from Porous Electrode Theory"

liionpack icon liionpack

A battery pack simulation tool that uses the PyBaMM framework

ml-class icon ml-class

Machine learning lessons and teaching projects designed for engineers

modelingtoolkit.jl icon modelingtoolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

neuralpde.jl icon neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

odes icon odes

The ODES scikit for ordinary differential and algebraic equations, an extension to scipy

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