Machine learning for semiconductor materials

• Other Authors: Gupta, Neeraj (Editor), Gupta, Rashmi (Editor), Yadav, Rekha (Editor), Dhariwal, Sandeep (Editor), Sarma, Rajkumar (Editor)
• Format: Electronic eBook
• Language: English
• Published: Boca Raton : CRC Press, 2025.
• Series: Emerging materials and technologies
• Subjects: Machine learning > Industrial applications.; Semiconductors.; elektronické knihy; electronic books
• ISBN: 9781003508304; 9781040398104; 9781040398050; 9781032796888
• Physical Description: 1 online zdroj (206 stran) : ilustrace.

Machine Learning for Semiconductor Materials studies recent techniques and methods of machine learning to mitigate the use of technology computer-aided design (TCAD). It provides various algorithms of machine learning, such as regression, decision tree, support vector machine, K-means clustering and...