Work

Constrained composite Bayesian optimization for rational synthesis of polymeric particles

Year: 2025

Type: article

Abstract: Wang et al. introduce CCBO for efficient target-value optimization under unknown feasibility constraints to accelerate nanomaterial processing.

Source: Digital Discovery

DOI: 10.1039/d5dd00243e

Authors: Fanjin Wang, Maryam Parhizkar, Anthony Harker, Mohan Edirisinghe

Institutions: UCL School of Pharmacy, University College London

Language: English

Topic: Machine Learning in Materials Science

Subfield: Materials Chemistry

Field: Materials Science

Domain: Physical Sciences

Open Access status: diamond

Funder: Engineering and Physical Sciences Research Council

Awards: DTP 2224 University College London, DTP 2018-19 University College London, G7564478775

OpenAlex ID: W4412907481

FWCI: 1.252

Cites: 38

Cited by: 6

Related to: 10