Coastal systems
Twenty years of chloride sampling across 118 monitoring wells, reconciled against pumping records. The inland front moved faster than every published projection west of the turnpike.
Computation
A 1-metre-resolution hydraulic model of the island's 214 km of roadway, run against eleven historical storms. Evacuation timing fails on drainage, not on wind.
Climate & energy
Why evaporative cooling underperforms in subtropical data centres, and what a two-stage liquid loop recovers. Measured on a live 4 MW facility through two summers.
Coastal systems
Satellite multispectral mapping paired with 400 diver quadrats. Recovery tracks stormwater outfall closures with a 19-month lag — a usable lever for county planners.
Policy
A cost-allocation review of nine municipal shoreline projects. Parcels behind protected frontage capture most of the benefit and almost none of the bill.
AI & machine learning
A network trained on 9,000 hydraulic runs reproduces peak inundation to within 11 cm in 200 ms. Six-hour forecasts become 400-member ensembles — and evacuation windows stop being a single guess.
AI & machine learning
Self-supervised pretraining on 3 TB of unlabelled hydrophone tape, fine-tuned on what two divers could annotate in a week. Snapping shrimp are easy; parrotfish grazing is where it still fails.
AI & machine learning
Triaging 11,000 county permit applications against code. The model sorts routine filings well and misreads precedent-heavy ones badly — an argument for review queues, not decisions.
Field notes
Beach transect counts from Jupiter to Boynton, logged daily since February. The 2026 landfall curve begins earlier and flattens later than any year on record here.