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20192026
most citedActive Learning A Neural Network Model For Gold Clusters \& Bulk From Sparse First Principles Training Data

30 citations · 99 across the 12 of their papers we have counts for

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cs.LG2026

Physics-Informed Tree Search for High-Dimensional Computational Design

Suvo Banik, Troy D. Loeffler, Henry Chan +4

High-dimensional design spaces underpin a wide range of physics-based modeling and computational design tasks in science and engineering. These problems are commonly formulated as…

cs.LG2020

Combinatorial Black-Box Optimization with Expert Advice

Hamid Dadkhahi, Karthikeyan Shanmugam, Jesus Rios +4

We consider the problem of black-box function optimization over the boolean hypercube. Despite the vast literature on black-box function optimization over continuous domains, not m…