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Jacob Albrecht's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

diydoe icon diydoe

Do it yourself design of experiments

gandlf icon gandlf

A generalizable application framework for segmentation, regression, and classification using PyTorch

imago icon imago

Imago OCR: chemical image recognition toolkit

pmi_calculator icon pmi_calculator

shiny app to calculate process mass intensity (green chemistry)

pydoe icon pydoe

Design of experiments for Python

scimltutorials.jl icon scimltutorials.jl

Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

sterimol icon sterimol

Calculate Sterimol parameters from Gaussian input/output files

universal_differential_equations icon universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

vle_calculator icon vle_calculator

Calculation of Vapor-Liquid Equilibrium for solvents. Uses a RShiny app interface for binary mixtures

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