C&EN

From Optimization to Mechanism: Bayesian Optimization-Guided Exploration of p-Xylene Electro-oxidation

The State Key Laboratory of Chemical Engineering and Low-Carbon Technology, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China ...
C&EN

Autonomous Discovery of Polymer Electrolyte Formulations with Warm-Start Batch Bayesian Optimization

Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States Department of Mechanical Engineering, Massachusetts Institute of ...
GitHub

Finding the potential height of tropical cyclone storm surges in a changing climate using Bayesian optimization

EarthArxiv preprint now available https://doi.org/10.31223/X57T5R! ADCIRC forcing and processing. Some generic mesh processing. Assumes gradient wind reduction factor ...
IEEE

The Initialization Effect: Refining Bayesian Optimization for Circuit Design

Abstract: Bayesian optimization (BO) has emerged as a powerful sample efficient technique for optimizing expensive and time-consuming design of analog circuits. The BO framework leverages ...
IEEE

BOW: Bayesian Optimization Over Windows for Motion Planning in Complex Environments

Abstract: This letter introduces the BOW Planner, a scalable motion planning algorithm designed to navigate robots through complex environments using constrained Bayesian optimization (CBO). Unlike ...
Semiconductor Engineering

Analog Plus 3D Optics to Accelerate AI inference and Combinatorial Optimization (Microsoft, Cambridge)

A new technical paper titled “Analog optical computer for AI inference and combinatorial optimization” was published by researchers at Microsoft Research, Barclays and University of Cambridge.