Roy K Materials Informatics II Software Tools and Databases 2025
General:
Name: Roy K Materials Informatics II Software Tools and Databases 2025
Format: pdf
Size: 11.01 MB
Book:
Title: Materials Informatics II: Software Tools and Databases
Author: Kunal Roy (Editor), Arkaprava Banerjee (Editor)
Language: angielski
Year: 2025
Subjects: Science & Technology, Chemistry, Chemistry – General & Miscellaneous
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031787287
Total pages: 313
Description:
This contributed volume explores the application of machine learning in predictive modeling within the fields of materials science, nanotechnology, and cheminformatics. It covers a range of topics, including electronic properties of metal nanoclusters, carbon quantum dots, toxicity assessments of nanomaterials, and predictive modeling for fullerenes and perovskite materials. Additionally, the book discusses multiscale modeling and advanced decision support systems for nanomaterial risk management, while also highlighting various machine learning tools, databases, and web platforms designed to predict the properties of materials and molecules. It is a comprehensive guide and a great tool for researchers working at the intersection of machine learning and material sciences.
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