activity
20212023
most citedA dynamic Bayesian optimized active recommender system for curiosity-driven Human-in-the-loop automated experiments

6 citations · 10 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-box Design Problems

Arpan Biswas, Claudio Fuentes, Christopher Hoyle

We propose a nested weighted Tchebycheff Multi-objective Bayesian optimization framework where we build a regression model selection procedure from an ensemble of models, towards b…

cond-mat.mtrl-sci2021★ 1 cited

Multi-objective Bayesian optimization of ferroelectric materials with interfacial control for memory and energy storage applications

Arpan Biswas, Anna N. Morozovska, Maxim Ziatdinov +2

Optimization of materials performance for specific applications often requires balancing multiple aspects of materials functionality. Even for the cases where generative physical m…