Qian Xiao

Associate Professor

University of Georgia

United States

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About

Qian Xiao is an Associate Professor at the University of Georgia, USA. His research interests include statistical modeling, active learning, and the analysis of complex computer models, particularly in fields such as astronomy and public health. Recent publications address topics like Gaussian processes, experimental design, and the effectiveness of interventions to control epidemics.

Articles (11)

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2023

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2023

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2022

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2022

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2021

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2021

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2021

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2021

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2021

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2021

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2021

Collaborators (3)

Leonardo Martinez

Assistant Professor

Boston University

UNITED STATES

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Stephen Rathbun

Professor

University of Georgia

UNITED STATES

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V. Roshan Joseph

Professor

Georgia Institute of Technology

UNITED STATES

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Qian Xiao

Research Interests

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Articles (11)

A Scalable Gaussian Process for Large-Scale Periodic Data

Quasi-Periodic Gaussian Process Modeling of Pseudo-Periodic Signals

Maximum One-Factor-At-A-Time Designs for Screening in Computer Experiments

Modeling and Active Learning for Experiments with Quantitative-Sequence Factors

Effectiveness of neuraminidase inhibitors to prevent mortality in patients with laboratory-confirmed avian influenza A H7N9

Connecting U-type Designs Before and After Level Permutations and Expansions

Statistical Analysis of Complex Computer Models in Astronomy

The impact of social distancing, contact tracing, and case isolation interventions to suppress the COVID-19 epidemic: A modeling study

A mapping-based universal Kriging model for order-of-addition experiments in drug combination studies

Robust sequential design for piecewise-stationary multi-armed bandit problem in the presence of outliers

EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors

Collaborators (3)

Leonardo Martinez

Stephen Rathbun

V. Roshan Joseph

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