[Book] Case Studies of Bayesian Optimization (No. 2286) [Available for Preview]
TECHNICAL INFOMATION INSTITUTE CO.,LTD
★ Explanation of the selection and criteria for multiple material properties related to objective and explanatory variables! －－－－－－－－－－－－－－－－－－－－－ ■ Table of Contents Chapter 1: Principles of Bayesian Optimization and Parameter Control, and Its Applications Chapter 2: Application of Bayesian Optimization in the Synthesis and Development of Polymer Materials and Organic Compounds Chapter 3: Utilization of Bayesian Optimization in Ceramics and Glass Materials, Material Exploration, and Property Prediction Chapter 4: Structural Exploration and Process Condition Optimization of Metal Materials Using Bayesian Optimization Chapter 5: Application of Bayesian Optimization in Pharmaceuticals and Biotechnology Chapter 6: Utilization of Bayesian Optimization for Process Design, Synthesis Conditions, and Equipment Design Optimization －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book Exploration of New Materials, Automation and Acceleration of Formulation Design Practical Informatics for Process and Equipment Development Utilization and Case Studies －－－－－－－－－－－－－－－－－－－－－ ● Publication Date: March 31, 2025 ● Format: A4, 424 pages ● Authors: 54 ● ISBN: 978-4-86798-066-8 －－－－－－－－－－－－－－－－－－－－－
