Work, sorted by kind
GridAlmanac
Programmatic reference of 15,000+ U.S. power plants, owners, and the interconnection queue, from EIA and LBNL data.
The Grid Atlas
Interactive map tracing electricity pricing from plant to node to hub to bill, with scenario sliders and a guided trace.
Feed intake in automated milking systems
Machine learning models to estimate feed intake in dairy cattle. Applied Animal Behaviour Science 303:107079.
MCMC Lab
An interactive web application that visualizes how various Markov Chain Monte Carlo (MCMC) algorithms explore probability distributions. Designed for students, data scientists, and researchers to gain intuition about sampling efficiency, tuning parameters, and the behavior of different samplers in 2D space.
Agri-Bayes
A proof-of-concept web application that combines MCMC Bayesian inference with AI-powered interpretation for agricultural soil analysis
Bayesian Models
A suite of high-performance Python implementations for Gaussian Process Regression, Finite Mixture Models, and Hidden Markov Models.
Pathfinder
A recursive web crawler that captures full-page screenshots along navigation chains
Statistical Parameterization of Analytical Resonance in Chemical Spectroscopy
SPARCS is a specialized software tool for the quantitative analysis of 1D Nuclear Magnetic Resonance (NMR) data. This application provides researchers with a statistically rigorous method for accurately characterizing peak parameters within complex spectra.