Peter I. Frazier

Decision Sciences · Social Sciences

37h-index5.7kcitations181works1.02yr avg
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Research Topics

Advanced Bandit Algorithms Research(49), Machine Learning and Algorithms(43), Advanced Multi-Objective Optimization Algorithms(38), Simulation Techniques and Applications(31), Gaussian Processes and Bayesian Inference(24)

Publications181 total

A seven-facet polyhedron captures the composition-only formation-energy landscape of inorganic solids
arXiv (Cornell University)·2026Open Access
A seven-facet polyhedron captures the composition-only formation-energy landscape of inorganic solids
ArXiv.org·2026Open Access
Improving thermal and gastric stability of phytase via pH shifting and coacervation: A demonstration of Bayesian optimization for rapid process tuning
Food Hydrocolloids·2025
Experimentation Under Non-stationary Interference
arXiv (Cornell University)·2025Open Access
Correlation Improves Group Testing: Modeling Concentration-Dependent Test Errors
Management Science·2025
Effective Atom Theory: Gradient-Driven ab initio Materials Design
arXiv (Cornell University)·2025Open Access
Cost-aware Stopping for Bayesian Optimization
arXiv (Cornell University)·2025Open Access
Improving Thermal and Gastric Stability of Phytase via pH Shifting and Coacervation: A Demonstration of Bayesian Optimization for Rapid Process Tuning
2025Open Access
Multi-Attribute Optimization Under Preference Uncertainty
2024
Integrating Machine Learning for Colloidal Synthesis of Spinel Oxide Nanocrystals
ECS Meeting Abstracts·2024
Modeling the Risk of In-Person Instruction During the COVID-19 Pandemic
INFORMS Journal on Applied Analytics·2024
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
arXiv (Cornell University)·2024· 1 citedOpen Access
Context, Composition, Automation, and Communication: The C <sup>2</sup> AC Roadmap for Modeling and Simulation
ACM Transactions on Modeling and Computer Simulation·2024· 13 citedOpen Access
Asymptotically Optimal Regret for Black-Box Predict-then-Optimize
arXiv (Cornell University)·2024Open Access
Multi-Armed Bandits with Interference
arXiv (Cornell University)·2024Open Access
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index
2024· 2 cited
Bayesian Optimization of Function Networks with Partial Evaluations
arXiv (Cornell University)·2023· 1 citedOpen Access
Insight into a two‐part plant breeding scheme through Bayesian optimization of budget allocations
Crop Science·2023· 8 citedOpen Access
Context, Composition, Automation, and Communication -- The C2AC Roadmap for Modeling and Simulation
arXiv (Cornell University)·2023· 3 citedOpen Access
Modeling the Risk of In-Person Instruction during the COVID-19 Pandemic
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Warren B. Powell(10), Jian Wu(7), Jialei Wang(6), Matthias Poloczek(6), Andrew Gordon Wilson(4), Scott Clark(3), Shane G. Henderson(3), Saul Toscano-Palmerin(3), Savaş Dayanik(2), Ilya O. Ryzhov(2), Weici Hu(2), Stephen E. Chick(2), Bruno Jedynak(2), Raphael Sznitman(2), Eric Liu(2), David B. Shmoys(2), Jing Xie(2), David M. Blei(2), Raul Astudillo(2), Warren R. Scott(1)