Bayesian diversity control for batch-based phase diagram determination

Digital Discovery 2026 Open access

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Authors: Peiheng Zou, Ryo Tamura, Koji Tsuda
DOI: 10.1039/d5dd00486a
Cited by: 0
References: 23

Abstract

We introduce DPP-PDC, a Bayesian method for batch-based phase diagram determination with automatic diversity control.

Fields of Study & Subjects

Machine Learning in Materials Science Phase Equilibria and Thermodynamics Optimal Experimental Design Methods

Publication details

Journal / source
Digital Discovery
Volume
5
Issue
3
Pages
1252–1256
Publication date
1 January 2026
Language
EN