38 citations · 102 across the 11 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
physics.chem-ph2026
MolExplain: An Interactive Tool for Explainable Molecular Property Prediction
Pirm Dhararag, Dylan Cashman
The application of machine learning to molecular property prediction has become increasingly prevalent in drug discovery, yet most models operate as black boxes, returning a predic…
cs.AI2026
VecCISC: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection
James Petullo, Sonny George, Dylan Cashman +1
A standard technique for scaling inference-time reasoning is Self-Consistency, whereby multiple candidate answers are sampled from an LLM and the most common answer is selected. Mo…