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Alexander E Cohen's Projects

diffeqcallbacks.jl icon diffeqcallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

gb_montecarlo icon gb_montecarlo

Final Project for Molecular/Material Modeling Course: Monte Carlo Simulations of Gay-Berne Fluid

jax-pf icon jax-pf

Differentiable pattern forming simulations with finite difference and pseudospectral methods implemented in Jax.

mit-jci-iaq-hvac icon mit-jci-iaq-hvac

Contains the IAQ and HVAC time series data used in the paper "Data-driven control of airborne disease transmission and energy use in university buildings"

scimlsensitivity.jl icon scimlsensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, SDEs, DDEs, DAEs, etc.

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