Publications

2026

Sampling from Gaussian Processes: A Tutorial and Applications in Global Sensitivity Analysis and Optimization
Bach Do, Nafeezat A. Ajenifuja, Taiwo A. Adebiyi, Ruda Zhang
Journal of the International Society for Structural and Multidisciplinary Optimization (ISSMO)
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2025

Optimizing Posterior Samples for Bayesian Optimization via Rootfinding
Taiwo A. Adebiyi, Bach Do, Ruda Zhang
International Conference of Learning Representations (ICLR), 2025
Average rating: 7.0 (top 8% of total submissions)
Project page PDF Code


Automated Design of Nonreciprocal Thermal Emitters via Bayesian Optimization
Bach Do, Sina Jafari Ghalekohneh, Taiwo A. Adebiyi, Bo Zhao, Ruda Zhang
Elsevier Journal of Quantitative Spectroscopy and Radiative Transfer, 2025
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2024

Gaussian Process Thompson Sampling via Rootfinding
Taiwo A. Adebiyi, Bach Do, Ruda Zhang
Advances in Neural Information Processing Systems (NeurIPS) Bayesian Decision Under Uncertainty Workshop (BDU), 2024
Oral (1 of 6; top 5% of accepted papers)
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Epsilon-Greedy Thompson Sampling to Bayesian Optimization
Bach Do, Taiwo A. Adebiyi, Ruda Zhang
ASME Journal of Computing and Information Science in Engineering, 2024
Editor's Award: (open access)

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Digital Twins and Civil Engineering Phases: Reorienting Adoption Strategies
Taiwo A. Adebiyi, Nafeezat A. Ajenifuja, Ruda Zhang
ASME Journal of Computing and Information Science in Engineering, 2024
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