標題: Titlebook: Machine Learning in Molecular Sciences; Chen Qu,Hanchao Liu Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusive lic [打印本頁] 作者: Jaundice 時間: 2025-3-21 17:20
書目名稱Machine Learning in Molecular Sciences影響因子(影響力)
書目名稱Machine Learning in Molecular Sciences影響因子(影響力)學科排名
書目名稱Machine Learning in Molecular Sciences網(wǎng)絡(luò)公開度
書目名稱Machine Learning in Molecular Sciences網(wǎng)絡(luò)公開度學科排名
書目名稱Machine Learning in Molecular Sciences被引頻次
書目名稱Machine Learning in Molecular Sciences被引頻次學科排名
書目名稱Machine Learning in Molecular Sciences年度引用
書目名稱Machine Learning in Molecular Sciences年度引用學科排名
書目名稱Machine Learning in Molecular Sciences讀者反饋
書目名稱Machine Learning in Molecular Sciences讀者反饋學科排名
作者: 啞巴 時間: 2025-3-21 21:11
Machine Learning in Molecular Sciences978-3-031-37196-7Series ISSN 2542-4491 Series E-ISSN 2542-4483 作者: incisive 時間: 2025-3-22 02:37
https://doi.org/10.1007/978-3-031-37196-7Machine Learning; Molecular Sciences; Deep Learning; Artificial Intelligence; Graph Neural Networks; Voxe作者: essential-fats 時間: 2025-3-22 07:45
Development of Exchange-Correlation Functionals Assisted by Machine Learning,ation?functionals of density functional theory. In this chapter, we review how the ML tools are used for this and the performances achieved recently. It is revealed that the ML, not being opposed to the analytical methods, complements human intuition and advances the development of the first-principles calculation with desired accuracy.作者: APNEA 時間: 2025-3-22 09:34
Chen Qu,Hanchao LiuComprehensive survey of machine learning in molecular sciences.Perspectives on challenges and future of machine learning in chemistry.Features contributions from experts in the field作者: 變化 時間: 2025-3-22 15:45
Challenges and Advances in Computational Chemistry and Physicshttp://image.papertrans.cn/m/image/620699.jpg作者: POINT 時間: 2025-3-22 18:02 作者: Encumber 時間: 2025-3-22 21:47 作者: 大約冬季 時間: 2025-3-23 02:48 作者: 打火石 時間: 2025-3-23 05:52
Development of Exchange-Correlation Functionals Assisted by Machine Learning,ation?functionals of density functional theory. In this chapter, we review how the ML tools are used for this and the performances achieved recently. It is revealed that the ML, not being opposed to the analytical methods, complements human intuition and advances the development of the first-princip作者: 寵愛 時間: 2025-3-23 11:23
,Machine-Learning for Static and?Dynamic Electronic Structure?Theory,ccuracy and accelerating the computational speed of electronic structure theory. In this chapter, we provide the theoretical background of both density functional theory, the most widely used electronic structure method, and machine learning on a generally accessible level. We provide a brief overvi作者: AMITY 時間: 2025-3-23 16:46
Data Quality, Data Sampling and Data Fitting: A Tutorial Guide for Constructing Full-Dimensional Acergy surface (PES), whose performance is essentially determined by data quality, data sampling and data fitting. Here, we provide careful discussions and considerations on these three key factors with ample interpretative examples, centering on accuracy, efficiency, and generality. Briefly, for a mo作者: Detonate 時間: 2025-3-23 19:21
Machine Learning Applications in Chemical Kinetics and Thermochemistry,on simulations require accurate thermodynamic and kinetic parameters of the involved species, which are not always available, especially for complex reaction networks containing hundreds or thousands of chemicals. This chapter aims to survey recent developments in machine learning in predicting mole作者: PRE 時間: 2025-3-24 00:28 作者: exigent 時間: 2025-3-24 03:09 作者: 送秋波 時間: 2025-3-24 07:26
ta of ternary alloy systems. Reliable phase diagrams provide materials scientists and engineers with basic information important for fundamental research, development and optimization of materials. ...The often conflicting literature data have been critically evaluated by Materials Science Internati作者: ALIAS 時間: 2025-3-24 13:14 作者: 灌溉 時間: 2025-3-24 17:21
Yuyang Wang,Zijie Li,Amir Barati Farimanitional scientists.Also available online in www.springerLink..The present volume in the New Series of Landolt-B?rnstein provides critically evaluated data on phase diagrams, crystallographic and thermodynamic data of ternary alloy systems. Reliable phase diagrams provide materials scientists and engi作者: 炸壞 時間: 2025-3-24 21:23 作者: 引起痛苦 時間: 2025-3-25 01:23 作者: antiandrogen 時間: 2025-3-25 04:36
Lenz Fiedler,Karan Shah,Attila Cangita of ternary alloy systems. Reliable phase diagrams provide materials scientists and engineers with basic information important for fundamental research, development and optimization of materials. ...The often conflicting literature data have been critically evaluated by Materials Science Internati作者: concert 時間: 2025-3-25 07:48 作者: NAUT 時間: 2025-3-25 13:30
Lung-Yi Chen,Yi-Pei Litional scientists.Also available online in www.springerLink..The present volume in the New Series of Landolt-B?rnstein provides critically evaluated data on phase diagrams, crystallographic and thermodynamic data of ternary alloy systems. Reliable phase diagrams provide materials scientists and engi作者: 地名表 時間: 2025-3-25 18:44
Dian-Zhao Lin,Guichun Fang,Kuangbiao Liaotional scientists.Also available online in www.springerLink..The present volume in the New Series of Landolt-B?rnstein provides critically evaluated data on phase diagrams, crystallographic and thermodynamic data of ternary alloy systems. Reliable phase diagrams provide materials scientists and engi作者: 好忠告人 時間: 2025-3-25 23:21
Kadina E. Johnston,Clara Fannjiang,Bruce J. Wittmann,Brian L. Hie,Kevin K. Yang,Zachary Wuta of ternary alloy systems. Reliable phase diagrams provide materials scientists and engineers with basic information important for fundamental research, development and optimization of materials. ...The often conflicting literature data have been critically evaluated by Materials Science Internati作者: Affirm 時間: 2025-3-26 01:04 作者: habile 時間: 2025-3-26 06:19
2542-4491 es contributions from experts in the fieldMachine 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 i作者: 躺下殘殺 時間: 2025-3-26 09:58
Book 2023, 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.作者: 典型 時間: 2025-3-26 13:02
An Introduction to Machine Learning in Molecular Sciences,in many recent applications. Finally, we discuss some typical challenges in applying machine learning in molecular sciences, including data scarcity, model explainability, and uncertainty quantification.作者: Epithelium 時間: 2025-3-26 17:18 作者: Limerick 時間: 2025-3-27 00:09
Book 2023uting 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 作者: 雪崩 時間: 2025-3-27 01:36
Machine Learning Applications in Chemical Kinetics and Thermochemistry,cular thermochemistry and kinetic properties, with an emphasis on advances in deep learning-based molecular property?and reaction kinetics prediction. The pros and cons of commonly used conventional theoretical models are also discussed in this chapter.作者: 詞匯記憶方法 時間: 2025-3-27 05:52 作者: expire 時間: 2025-3-27 11:16 作者: Genteel 時間: 2025-3-27 16:49
,Machine-Learning for Static and?Dynamic Electronic Structure?Theory,e calculations with concrete examples. This chapter highlights that fusing concepts of machine learning and density functional theory?holds the promise to greatly advance electronic structure calculations enabling unprecedented applications for in-silico materials?discovery and the search for novel chemical reaction pathways.作者: 植物茂盛 時間: 2025-3-27 17:53 作者: facilitate 時間: 2025-3-28 01:30 作者: Range-Of-Motion 時間: 2025-3-28 05:18
Matthew C. Barry,Satish Kumar,Surya R. Kalidindi, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr978-3-540-32594-9Series ISSN 1615-1844 Series E-ISSN 1616-9522 作者: Relinquish 時間: 2025-3-28 09:49
Lung-Yi Chen,Yi-Pei Li, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr978-3-540-32594-9Series ISSN 1615-1844 Series E-ISSN 1616-9522 作者: 羊齒 時間: 2025-3-28 12:14 作者: 珍奇 時間: 2025-3-28 14:34
, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr978-3-540-32594-9Series ISSN 1615-1844 Series E-ISSN 1616-9522 作者: adipose-tissue 時間: 2025-3-28 21:57
phases, pseudobinary systems, invariant equilibria, liquidus, solidus, and solvus surfaces, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr作者: 竊喜 時間: 2025-3-29 01:07 作者: Figate 時間: 2025-3-29 06:55
Lenz Fiedler,Karan Shah,Attila Cangiphases, pseudobinary systems, invariant equilibria, liquidus, solidus, and solvus surfaces, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr作者: heart-murmur 時間: 2025-3-29 10:34 作者: 無底 時間: 2025-3-29 11:41
Kadina E. Johnston,Clara Fannjiang,Bruce J. Wittmann,Brian L. Hie,Kevin K. Yang,Zachary Wuphases, pseudobinary systems, invariant equilibria, liquidus, solidus, and solvus surfaces, isothermal sections, temperature-composition sections, thermodynamics, materials properties and applications, and miscellanea. Finally, a detailed bibliography of all cited references is provided....In the pr
