Laura Filion

Laura Filion

Universiteit Utrecht

H-index: 27

Europe-Netherlands

About Laura Filion

Laura Filion, With an exceptional h-index of 27 and a recent h-index of 23 (since 2020), a distinguished researcher at Universiteit Utrecht, specializes in the field of soft matter, self assembly, colloids, simulations, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fast event-driven simulations for soft spheres: from dynamics to Laves phase nucleation

A simple and accurate method to determine fluid-crystal phase boundaries from direct coexistence simulations

Quasicrystal of Binary Hard Spheres on a Plane Stabilized by Configurational Entropy

Protoxylem microtubule patterning requires ROP pattern co-alignment, realistic microtubule-based nucleation, and sufficient microtubule flexibility.

Exploring protein-mediated compaction of DNA by coarse-grained simulations and unsupervised learning

HIV integrase compacts viral DNA into biphasic condensates

Roadmap on machine learning glassy liquids

In search of a precursor for crystal nucleation of hard and charged colloids

Laura Filion Information

University

Position

Associate Professor Soft Condensed Matter and Biophysics

Citations(all)

2973

Citations(since 2020)

1506

Cited By

2082

hIndex(all)

27

hIndex(since 2020)

23

i10Index(all)

42

i10Index(since 2020)

38

Email

University Profile Page

Universiteit Utrecht

Google Scholar

View Google Scholar Profile

Laura Filion Skills & Research Interests

soft matter

self assembly

colloids

simulations

machine learning

Top articles of Laura Filion

Title

Journal

Author(s)

Publication Date

Fast event-driven simulations for soft spheres: from dynamics to Laves phase nucleation

arXiv preprint arXiv:2403.12755

Antoine Castagnède

Laura Filion

Frank Smallenburg

2024/3/19

A simple and accurate method to determine fluid-crystal phase boundaries from direct coexistence simulations

arXiv preprint arXiv:2403.10891

Frank Smallenburg

Giovanni Del Monte

Marjolein de Jager

Laura Filion

2024/3/16

Quasicrystal of Binary Hard Spheres on a Plane Stabilized by Configurational Entropy

Physical Review Letters

Etienne Fayen

Laura Filion

Giuseppe Foffi

Frank Smallenburg

2024/1/26

Protoxylem microtubule patterning requires ROP pattern co-alignment, realistic microtubule-based nucleation, and sufficient microtubule flexibility.

bioRxiv

Bas Jacobs

Marco Saltini

Laura Filion

Jaap Molenaar

Eva Deinum

2024

Exploring protein-mediated compaction of DNA by coarse-grained simulations and unsupervised learning

bioRxiv

Marjolein de Jager

Pauline J Kolbeck

Willem Vanderlinden

Jan Lipfert

Laura Filion

2024

HIV integrase compacts viral DNA into biphasic condensates

bioRxiv

Pauline Julika Kolbeck

Marjolein de Jager

Margherita Gallano

Tine Brouns

Ben Bekaert

...

2024

Roadmap on machine learning glassy liquids

arXiv preprint arXiv:2311.14752

Gerhard Jung

Rinske M Alkemade

Victor Bapst

Daniele Coslovich

Laura Filion

...

2023/11/23

In search of a precursor for crystal nucleation of hard and charged colloids

The Journal of Chemical Physics

Marjolein de Jager

Frank Smallenburg

Laura Filion

2023/10/7

Improving the prediction of glassy dynamics by pinpointing the local cage

The Journal of Chemical Physics

Rinske M Alkemade

Frank Smallenburg

Laura Filion

2023/4/7

Self-assembly of dodecagonal and octagonal quasicrystals in hard spheres on a plane

Soft Matter

Etienne Fayen

Marianne Impéror-Clerc

Laura Filion

Giuseppe Foffi

Frank Smallenburg

2023

Crystal nucleation of highly screened charged colloids

The Journal of Chemical Physics

Marjolein de Jager

Laura Filion

2022/10/21

Comparing machine learning techniques for predicting glassy dynamics

The Journal of Chemical Physics

Rinske M Alkemade

Emanuele Boattini

Laura Filion

Frank Smallenburg

2022/5/28

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

Science advances

Gabriele M Coli

Emanuele Boattini

Laura Filion

Marjolein Dijkstra

2022/1/19

Microtubule nucleation complex behavior is critical for cortical array homogeneity and xylem wall patterning

Proceedings of the National Academy of Sciences

Bas Jacobs

René Schneider

Jaap Molenaar

Laura Filion

Eva E Deinum

2022/12/13

Averaging local structure to predict the dynamic propensity in supercooled liquids

Physical Review Letters

Emanuele Boattini

Frank Smallenburg

Laura Filion

2021/8/20

Point defects in crystals of charged colloids

The Journal of Chemical Physics

Rinske M Alkemade

Marjolein de Jager

Berend van der Meer

Frank Smallenburg

Laura Filion

2021/4/28

Defects in crystals of soft colloidal particles

Soft Matter

Marjolein De Jager

Joris De Jong

Laura Filion

2021

Modeling of effective interactions between ligand coated nanoparticles through symmetry functions

The Journal of Chemical Physics

Dinesh Chintha

Shivanand Kumar Veesam

Emanuele Boattini

Laura Filion

Sudeep N Punnathanam

2021/12/28

Machine learning many-body potentials for colloidal systems

The Journal of Chemical Physics

Gerardo Campos-Villalobos

Emanuele Boattini

Laura Filion

Marjolein Dijkstra

2021/11/7

Predicting the phase behavior of mixtures of active spherical particles

The Journal of Chemical Physics

Berend van der Meer

Vasileios Prymidis

Marjolein Dijkstra

Laura Filion

2020/4/14

See List of Professors in Laura Filion University(Universiteit Utrecht)

Co-Authors

H-index: 125
Daan Frenkel

Daan Frenkel

University of Cambridge

H-index: 104
francesco sciortino

francesco sciortino

Sapienza Università di Roma

H-index: 89
Daniel Vanmaekelbergh

Daniel Vanmaekelbergh

Universiteit Utrecht

H-index: 89
Alfons van Blaaderen

Alfons van Blaaderen

Universiteit Utrecht

H-index: 58
Rene van Roij

Rene van Roij

Universiteit Utrecht

H-index: 52
Arnout Imhof

Arnout Imhof

Universiteit Utrecht

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