Literature DB >> 35981133

Deep learning for unravelling features of heterogeneous ice nucleation.

Chantal Valeriani1.   

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Year:  2022        PMID： 35981133      PMCID： PMC9436343          DOI： 10.1073/pnas.2211295119

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   12.779


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  16 in total

1.  Homogeneous ice nucleation at moderate supercooling from molecular simulation.

Authors:  E Sanz; C Vega; J R Espinosa; R Caballero-Bernal; J L F Abascal; C Valeriani
Journal:  J Am Chem Soc       Date:  2013-09-25       Impact factor: 15.419

2.  Heterogeneous nucleation of ice on carbon surfaces.

Authors:  Laura Lupi; Arpa Hudait; Valeria Molinero
Journal:  J Am Chem Soc       Date:  2014-02-11       Impact factor: 15.419

3.  Perspective: Machine learning potentials for atomistic simulations.

Authors:  Jörg Behler
Journal:  J Chem Phys       Date:  2016-11-07       Impact factor: 3.488

4.  Ice-Nucleating and Antifreeze Proteins Recognize Ice through a Diversity of Anchored Clathrate and Ice-like Motifs.

Authors:  Arpa Hudait; Nathan Odendahl; Yuqing Qiu; Francesco Paesani; Valeria Molinero
Journal:  J Am Chem Soc       Date:  2018-04-02       Impact factor: 15.419

5.  Role of Nanoscale Interfacial Proximity in Contact Freezing in Water.

Authors:  Sarwar Hussain; Amir Haji-Akbari
Journal:  J Am Chem Soc       Date:  2021-01-28       Impact factor: 15.419

Review 6.  Machine learning for condensed matter physics.

Authors:  Edwin Bedolla; Luis Carlos Padierna; Ramón Castañeda-Priego
Journal:  J Phys Condens Matter       Date:  2020-11-05       Impact factor: 2.333

7.  Ice-nucleating bacteria control the order and dynamics of interfacial water.

Authors:  Ravindra Pandey; Kota Usui; Ruth A Livingstone; Sean A Fischer; Jim Pfaendtner; Ellen H G Backus; Yuki Nagata; Janine Fröhlich-Nowoisky; Lars Schmüser; Sergio Mauri; Jan F Scheel; Daniel A Knopf; Ulrich Pöschl; Mischa Bonn; Tobias Weidner
Journal:  Sci Adv       Date:  2016-04-22       Impact factor: 14.136

8.  Heterogeneous ice nucleation correlates with bulk-like interfacial water.

Authors:  Shuwang Wu; Zhiyuan He; Jinger Zang; Shenglin Jin; Zuowei Wang; Jianping Wang; Yefeng Yao; Jianjun Wang
Journal:  Sci Adv       Date:  2019-04-12       Impact factor: 14.136

9.  Machine learning potentials for complex aqueous systems made simple.

Authors:  Christoph Schran; Fabian L Thiemann; Patrick Rowe; Erich A Müller; Ondrej Marsalek; Angelos Michaelides
Journal:  Proc Natl Acad Sci U S A       Date:  2021-09-21       Impact factor: 11.205

10.  Accurate prediction of ice nucleation from room temperature water.

Authors:  Michael Benedict Davies; Martin Fitzner; Angelos Michaelides
Journal:  Proc Natl Acad Sci U S A       Date:  2022-07-25       Impact factor: 12.779
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