81 citations · 134 across the 19 of their papers we have counts for
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cs.LG2019★ 1 cited
Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes
Asif J. Chowdhury, Gabriel Terejanu
Markov Chain Monte Carlo (MCMC) methods have a drawback when working with a target distribution or likelihood function that is computationally expensive to evaluate, specially when…
physics.chem-ph2019★ 32 cited
A Multiple Filter Based Neural Network Approach to the Extrapolation of Adsorption Energies on Metal Surfaces for Catalysis Applications
Asif J. Chowdhury, Wenqiang Yang, Kareem E. Abdelfatah +3
Computational catalyst discovery involves the development of microkinetic reactor models based on estimated parameters determined from density functional theory (DFT). For complex…