Emanuele Boattini - Publications, H-index & Citations

Emanuele Boattini

Utrecht University

8H指数

14论文数

398被引数

收录论文 8

发表时间

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.

Comparing machine learning techniques for predicting glassy dynamics

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2022-05-24

OAAI

Alkemade, Rinske M.; Boattini, Emanuele; Filion, Laura; Smallenburg, Frank

Inverse design of soft materials via a deep learning-based evolutionary strategy

SCIENCE ADVANCES

IF12.5

2022-01-21

OAAI

Coli, Gabriele M.; Boattini, Emanuele; Filion, Laura; Dijkstra, Marjolein

Modeling of effective interactions between ligand coated nanoparticles through symmetry functions

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2021-12-22

OAAI

Chintha, Dinesh; Veesam, Shivanand Kumar; Boattini, Emanuele; Filion, Laura; Punnathanam, Sudeep N.

Machine learning many-body potentials for colloidal systems

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2021-11-03

OAAI

Campos-Villalobos, Gerardo; Boattini, Emanuele; Filion, Laura; Dijkstra, Marjolein

Autonomously revealing hidden local structures in supercooled liquids

NATURE COMMUNICATIONS

IF15.7

2020-10-30

OAAI

Boattini, Emanuele; Marin-Aguilar, Susana; Mitra, Saheli; Foffi, Giuseppe; Smallenburg, Frank; Filion, Laura

Modeling of many-body interactions between elastic spheres through symmetry functions

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2020-08-10

OAAI

Boattini, Emanuele; Bezem, Nina; Punnathanam, Sudeep N.; Smallenburg, Frank; Filion, Laura

Unsupervised learning for local structure detection in colloidal systems

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2019-10-15

OAAI

Boattini, Emanuele; Dijkstra, Marjolein; Filion, Laura

研究方向