Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties by Li, Jinjin

Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties (Hardcover) (ISBN-13: 9783527352159)

Vendor: Jinjin Li
Product type: Books
Format: Hardcover
$153.00
$153.00
$153.00
Subtotal: $153.00
Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties by Li, Jinjin

Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties

$153.00
Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties by Li, Jinjin

Machine Learning in Protein Science: Efficient Prediction of Protein Structures and Properties

$153.00
Format: Hardcover
Description
Description
x
Aimed at researchers in the molecular life sciences, this unique reference summarizes current approaches for harnessing the power of machine learning for more efficient full quantum mechanical (FQM) calculations in protein systems. Application examples range from property calculations (energy, force field, stability, protein-protein interaction, thermostability, molecular dynamics) to protein structure prediction to protein design and the optimization of enzymatic activity. From a methodological point of view, the practical reference covers the most important machine learning models and algorithms, from deep neural network (DNN) and transfer learning (TL) to hybrid unsupervised and supervised learning.

Author: Jinjin Li,Yanqiang Han
ISBN-10: 3527352155
ISBN-13: 9783527352159
Publisher: Wiley-Vch
Language: English
Published: 01/12/2026
Pages: 240
Format: Hardcover
By Jinjin Li
By Jinjin Li
x

Jinjin Li is a Professor at the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University in Shanghai, China. She performed postdoctoral work at the University of Illinois, USA and was a Senior Research Fellow at the University of California, USA.

Yanqiang Han is an Assistant Professor at the School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University in Shanghai, China.

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