{"product_id":"machine-learning-in-protein-science","title":"Machine Learning in Protein Science","description":"\u003cp\u003e\u003cb\u003eHarness the power of machine learning for quick and efficient calculations of protein structures and properties\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning in Protein Science\u003c\/i\u003e is a unique and practical reference that shows how to employ machine learning approaches for full quantum mechanical (FQM) calculations of protein structures and properties, thereby saving costly computing time and making this technology available for routine users. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning in Protein Science\u003c\/i\u003e provides comprehensive coverage of topics including: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eMachine learning models and algorithms, from deep neural network (DNN) and transfer learning (TL) to hybrid unsupervised and supervised learning\u003c\/li\u003e\n\u003cli\u003eProtein structure predictions with AlphaFold to predict the effects of point mutations\u003c\/li\u003e\n\u003cli\u003eModeling and optimization of the catalytic activity of enzymes\u003c\/li\u003e\n\u003cli\u003eProperty calculations (energy, force field, stability, protein-protein interaction, thermostability, molecular dynamics)\u003c\/li\u003e\n\u003cli\u003eProtein design and large language models (LLMs) of protein systems\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003ci\u003eMachine Learning in Protein Science\u003c\/i\u003e is an essential reference on the subject for biochemists, molecular biologists, theoretical chemists, biotechnologists, and medicinal chemists, as well as students in related programs of study.\u003c\/p\u003e","brand":"Wiley-VCH Verlag GmbH","offers":[{"title":"Default Title","offer_id":55807527551320,"sku":"9783527352159","price":124.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9783527352159_8a896336-d366-4180-8a8f-b42da56960aa.jpg?v=1778679078","url":"https:\/\/agendabookshop.com\/products\/machine-learning-in-protein-science","provider":"Agenda Bookshop","version":"1.0","type":"link"}