Research

LLM for Incentive Design in Mobility Systems featured image

LLM for Incentive Design in Mobility Systems

Can an LLM design the incentives that make shared mobility actually work?

Functional Genomic Representation Learning for Microbial Communities featured image

Functional Genomic Representation Learning for Microbial Communities

A parameter-free way to turn a whole microbial community into one honest vector.

EPCOT Foundation Model — TSS-to-Expression Data Pipeline featured image

EPCOT Foundation Model — TSS-to-Expression Data Pipeline

Made a genomic foundation model 2–5× faster to train — and found a 50 kb bug that was quietly wrecking its interpretability.

Applets for Data Analytics in Materials Science featured image

Applets for Data Analytics in Materials Science

Turning materials-science analysis into something you can just... upload a CSV to.

AI-Guided Environmental Sensing & Adaptive Monitoring featured image

AI-Guided Environmental Sensing & Adaptive Monitoring

Where should you put the next sensor in Lake Michigan? Let uncertainty decide.

More steamers on the next cart · 敬請期待 featured image

More steamers on the next cart · 敬請期待

More work is on the way — this slot exists so the room to grow is visible.