@article{batchbayesianoptimizationforhigh, title = {Multi-Variable Batch Bayesian Optimization in Materials Research: Synthetic Data Analysis of Noise Sensitivity and Problem Landscape Effects}, author = {Imon Mia and Armi Tiihonen and Anna Ernst and Anusha Srivastava and Tonio Buonassisi and William Vandenberghe and Julia W. P. Hsu}, year = {2025}, eprint = {2504.03943}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.03943v2}, }