Employing Artificial Neural Networks to Identify Reaction Coordinates and Pathways for Self-Assembly
Author:
Affiliation:
1. Institute of Physics, Johannes Gutenberg-University Mainz, Staudingerweg 7-9, 55128 Mainz, Germany
Funder
Carl-Zeiss-Stiftung
Deutsche Forschungsgemeinschaft
Mainz Institute of Multiscale Modeling
Publisher
American Chemical Society (ACS)
Subject
Materials Chemistry,Surfaces, Coatings and Films,Physical and Theoretical Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/acs.jpcb.2c02232
Reference69 articles.
1. Self-Assembly at All Scales
2. Anisotropy of building blocks and their assembly into complex structures
3. Engineering shape: the novel geometries of colloidal self-assembly
4. DNA nanotechnology
5. The Statistical Mechanics of Dynamic Pathways to Self-Assembly
Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Estimating Position-Dependent and Anisotropic Diffusivity Tensors from Molecular Dynamics Trajectories: Existing Methods and Future Outlook;Journal of Chemical Theory and Computation;2024-05-30
2. Divergence among Local Structure, Dynamics, and Nucleation Outcome in Heterogeneous Nucleation of Close-Packed Crystals;The Journal of Physical Chemistry Letters;2024-01-29
3. Toward a structural identification of metastable molecular conformations;The Journal of Chemical Physics;2023-09-15
4. An exploration of machine learning models for the determination of reaction coordinates associated with conformational transitions;The Journal of Chemical Physics;2023-07-17
5. Stochastic transitions: Paths over higher energy barriers can dominate in the early stages;The Journal of Chemical Physics;2023-03-28
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3