Machine Learning in Molecular Sciences
Chen Qu · Hanchao Liu
ऑक्टो २०२३ · Challenges and Advances in Computational Chemistry and Physics पुस्तक 36 · Springer Nature
ई-पुस्तक
317
पेज
reportरेटिंग आणि परीक्षणे यांची पडताळणी केलेली नाही अधिक जाणून घ्या
या ई-पुस्तकाविषयी
Machine learning and artificial intelligence have propelled research across various molecular science disciplines thanks to the rapid progress in computing hardware, algorithms, and data accumulation. This book presents recent machine learning applications in the broad research field of molecular sciences. Written by an international group of renowned experts, this edited volume covers both the machine learning methodologies and state-of-the-art machine learning applications in a wide range of topics in molecular sciences, from electronic structure theory to nuclear dynamics of small molecules, to the design and synthesis of large organic and biological molecules. This book is a valuable resource for researchers and students interested in applying machine learning in the research of molecular sciences.
लेखकाविषयी
Chen Qu is currently a research associate of National Institute of Standards and Technology. His current research focuses on applying machine learning methods to predict important chemical properties such as gas chromatography retention indices and mass spectra. He received his Ph.D. at Emory University, where he conducted research primarily on machine learning potential energy surfaces, under the guidance of Prof. Joel Bowman.
Hanchao Liu is currently a machine learning engineer at Google. His work focuses on building large-scale machine learning infrastructures and platforms. Dr. Liu received his Ph.D. in computational chemistry at Emory University under the tutelage of Prof. Joel Bowman, where he applied computational and machine learning methods to study the vibrational dynamics and spectra of various forms of water.
Hanchao Liu is currently a machine learning engineer at Google. His work focuses on building large-scale machine learning infrastructures and platforms. Dr. Liu received his Ph.D. in computational chemistry at Emory University under the tutelage of Prof. Joel Bowman, where he applied computational and machine learning methods to study the vibrational dynamics and spectra of various forms of water.
या ई-पुस्तकला रेटिंग द्या
तुम्हाला काय वाटते ते आम्हाला सांगा.
वाचन माहिती
स्मार्टफोन आणि टॅबलेट
Android आणि iPad/iPhone साठी Google Play बुक अ‍ॅप इंस्‍टॉल करा. हे तुमच्या खात्‍याने आपोआप सिंक होते आणि तुम्ही जेथे कुठे असाल तेथून तुम्हाला ऑनलाइन किंवा ऑफलाइन वाचण्‍याची अनुमती देते.
लॅपटॉप आणि कॉंप्युटर
तुम्ही तुमच्या काँप्युटरचा वेब ब्राउझर वापरून Google Play वर खरेदी केलेली ऑडिओबुक ऐकू शकता.
ईवाचक आणि इतर डिव्हाइसेस
Kobo eReaders सारख्या ई-इंक डिव्‍हाइसवर वाचण्‍यासाठी, तुम्ही एखादी फाइल डाउनलोड करून ती तुमच्या डिव्‍हाइसवर ट्रान्सफर करणे आवश्यक आहे. सपोर्ट असलेल्या eReaders वर फाइल ट्रान्सफर करण्यासाठी, मदत केंद्र मधील तपशीलवार सूचना फॉलो करा.
