2 papers
cs.SE2026
Typed Component Algebras for Simulated Annealing and Markov-Chain Monte Carlo
Rohit Goswami, Ruhila Goswami, Amrita Goswami +3
Simulated annealing (SA) and fixed-temperature Markov-chain Monte Carlo (MCMC) run the same Metropolis-Hastings kernel over a tempered objective, but the variants appear as separat…
physics.chem-ph2025
Efficient Exploration of Chemical Kinetics
Rohit Goswami
Estimating reaction rates and chemical stability is fundamental, yet efficient methods for large-scale simulations remain out of reach despite advances in modeling and exascale com…