3 papers
math.PR2026
Mean Field Limits for Stochastic, Underdamped Reactive Langevin Dynamics Models
Samuel A Isaacson, Qianhan Liu, Konstantinos Spiliopoulos
We rigorously derive the effective large-population, mean-field dynamics of particle-based reactive Langevin dynamics (PBRLD) models. These models extend particle-based stochastic…
cs.CL2026
Adesua: Development and Feasibility Study of an AI WhatsApp Bot for Science Learning in West Africa
George Boateng, Evans Atompoya, Philemon Badu +4
Sub-Saharan Africa faces persistently high student-teacher ratios and shortages of qualified teachers, limiting students' access to personalized learning support and formative asse…
math.NA2024
An Unstructured Mesh Reaction-Drift-Diffusion Master Equation with Reversible Reactions
Samuel A. Isaacson, Ying Zhang
We develop a convergent reaction-drift-diffusion master equation (CRDDME) to facilitate the study of reaction processes in which spatial transport is influenced by drift due to one…