3 papers
cs.AI2025
Increasing LLM response trustworthiness using voting ensembles
Aparna Nair-Kanneganti, Trevor J. Chan, Shir Goldfinger +3
Despite huge advances, LLMs still lack convenient and reliable methods to quantify the uncertainty in their responses, making them difficult to trust in high-stakes applications. O…
physics.chem-ph2019
Modeling solid-liquid interface reactions with next generation extended Lagrangian quantum-based molecular dynamics
Kevin G. Kleiner, Aparna Nair-Kanneganti, Christian F. A. Negre +2
We demonstrate the applicability of extended Lagrangian Born-Oppenheimer quantum-based molecular dynamics (XL-BOMD) to model electron transfer reactions occurring on solid-liquid i…
cond-mat.soft2017
Effective magnetic susceptibility of suspensions
Kunlun Bai, Aparna Nair-Kanneganti, Joshua Casara +3
We characterize how suspensions of magnetic particles in a liquid respond to a magnetic field in terms of the effective magnetic susceptibility using inductance measureme…