15 citations · 18 across the 4 of their papers we have counts for
4 papers
Auditing Retrieval-Augmented LLM Hypotheses for Longitudinal Cell Painting Morphology
Gilchan Park, Guang Zhao, Byung-Jun Yoon +1
High-content morphological profiling (Cell Painting) yields sensitive, high-dimensional signatures of cellular state, but translating longitudinal morphology trajectories into inte…
Fast Exact Computation of Expected HyperVolume Improvement
Guang Zhao, Raymundo Arroyave, Xiaoning Qian
In multi-objective Bayesian optimization and surrogate-based evolutionary algorithms, Expected HyperVolume Improvement (EHVI) is widely used as the acquisition function to guide th…
Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models
Randy Ardywibowo, Guang Zhao, Zhangyang Wang +3
Emerging wearable sensors have enabled the unprecedented ability to continuously monitor human activities for healthcare purposes. However, with so many ambient sensors collecting…
Multi-Objective Bayesian Materials Discovery: Application on the Discovery of Precipitation Strengthened NiTi Shape Memory Alloys through Micromechanical Modeling
Alexandros Solomou, Guang Zhao, Shahin Boluki +5
In this study, a framework for the multi-objective materials discovery based on Bayesian approaches is developed. The capabilities of the framework are demonstrated on an example c…