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Alec Bills's Projects

abillscmu.github.io icon abillscmu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

alpine.jl icon alpine.jl

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

beep icon beep

Battery evaluation and early prediction

diffeqflux.jl icon diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

evtol icon evtol

Codes related to the analysis, design, and optimization of on-demand, electric vertical-takeoff-and-landing aircraft. A preprint of an upcoming paper based on these codes is available at the website

fastdfn icon fastdfn

Fast Doyle-Fuller-Newman (DFN) Electrochemical-Thermal Battery Model Simulator

juliahelperfunctions icon juliahelperfunctions

Some functions that I have made to help porting from matlab. No guarantee that they don't already exist in Julia (though usually I looked and there's not a great alternative), or that they won't break on corner cases.

liionpack icon liionpack

A battery pack simulation tool that uses the PyBaMM framework

lionsimba icon lionsimba

A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

mint.jl icon mint.jl

A Julia package for managing personal finance

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

openconcept icon openconcept

OpenConcept: A toolkit for conceptual MDAO of aircraft with unconventional propulsion architectures

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