2 papers
stat.AP2026
Bayesian reversal of the liquid level trajectory in a draining tank for pollution forensics
Kyla D. Jones, Gbenga Fabusola, Alexander W. Dowling +1
Storage tanks for hazardous liquids are common in industry and agriculture. During a pollution incident, liquid may drain from a storage tank through a small hole, crack, or pipe.…
stat.ML2026
BITS for GAPS: Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates
Kyla D. Jones, Alexander W. Dowling
We introduce Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates (BITS for GAPS), a framework enabling information-theoretic experimental design of…