most citedClassical Pre-optimization Approach for ADAPT-VQE: Maximizing the Potential of High-Performance Computing Resources to Improve Quantum Simulation of Chemical Applications

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math.OC2025

Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions

Mickael Binois, Jeffrey Larson

We develop and analyze a method for stochastic simulation optimization based on Gaussian process models within a trust-region framework. We focus on settings where the variance of…