Simone Ciarella - Publications, H-index & Citations

Simone Ciarella

Netherlands eScience Center

10H指数

44论文数

482被引数

收录论文 11

发表时间

GEMDAT: a Python toolkit for site-resolved diffusion analysis in solid-state molecular dynamics GEMDAT：用于固态分子动力学中位点解析扩散分析的Python工具包

npj Computational Materials

IF11.9

2026-05-16

OAAI

Anastasia K. Lavrinenko; Theodosios Famprikis; Victor Landgraf; Jouke R. Heringa; Stef Smeets; Victor Azizi; Simone Ciarella; Marnix Wagemaker; Alexandros Vasileiadis

Shape matters: inferring the motility of confluent cells from static images 形状很重要：从静态图像推断汇合细胞的运动能力

Soft Matter

IF2.8

2025-08-17

OAAI

Quirine J. S. Braat ‡; Giulia Janzen ‡; Bas C. Jansen ‡; Vincent E. Debets; Simone Ciarella; Liesbeth M. C. Janssen

Classifying the age of a glass based on structural properties: A machine learning approach

PHYSICAL REVIEW MATERIALS

IF3.4

2024-02-21

PREAI

Janzen, Giulia; Smit, Casper; Visbeek, Samantha; Debets, Vincent E.; Luo, Chengjie; Storm, Cornelis; Ciarella, Simone; Janssen, Liesbeth M. C.

Optimizing ionic transport in argyrodites: a unified view on the role of sulfur/halide distribution and local environments 优化银石中的离子传输: 关于硫/卤化物分布和局部环境作用的统一观点

JOURNAL OF MATERIALS CHEMISTRY A

IF9.5

2024-01-01

OAAI

Lavrinenko, Anastasia K.; Famprikis, Theodosios; Quirk, James A.; Landgraf, Victor; Groszewicz, Pedro B.; Heringa, Jouke R.; Smeets, Stef; Azizi, Victor; Ciarella, Simone; Dawson, James A.; Wagemaker, Marnix; Vasileiadis, Alexandros

Finding defects in glasses through machine learning 通过机器学习发现眼镜的缺陷

NATURE COMMUNICATIONS

IF15.7

2023-07-15

OAAI

Ciarella, Simone; Khomenko, Dmytro; Berthier, Ludovic; Mocanu, Felix C.; Reichman, David R.; Scalliet, Camille; Zamponi, Francesco

Dynamics of supercooled liquids from static averaged quantities using machine learning 使用机器学习从静态平均量获得过冷液体的动力学

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2023-04-20

OAAI

Ciarella, Simone; Chiappini, Massimiliano; Boattini, Emanuele; Dijkstra, Marjolein; Janssen, Liesbeth M. C.