Nucleation Statistics from Experiments as a Benchmark for Theory and Simulations

The fate of a metastable substance is governed by rare nucleation events, whose full microscopic details still remain elusive despite over 150 years of study. Experimental nucleation rates often differ by many orders of magnitude from theory and simulations, limiting predictive power. In this Perspective, after a general overview on nucleation, we focus on crystallization in three representative systems: metastable water, colloidal suspensions, and Lennard-Jones liquids. The latter, which are well realized by rare-gas liquids, provide a touchstone for nucleation theory. Recent femtosecond X-ray diffraction experiments on supercooled argon and krypton deliver accurate crystal nucleation statistics and direct insight into structural defects such as stacking faults. These advances establish rare-gas liquids as uniquely well-controlled systems bridging experiment, simulation, and theory, and pave the way toward a more complete microscopic understanding of nucleation.

Authors

Institutions

Publication Details

Journal
The Journal of Physical Chemistry Letters
Published
2026-02-09
DOI
https://doi.org/10.1021/acs.jpclett.5c03082
Citations
1
Primary Topic
nanoparticles nucleation surface interactions
Type
article
Field-Weighted Citation Impact
40.64
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nucleation Statistics from Experiments as a Benchmark for Theory and Simulations

Frédéric Caupin, Robert E Grisenti
1 citations
The Journal of Physical Chemistry Letters
nanoparticles nucleation surface interactions
40.64
article

Nucleation Statistics from Experiments as a Benchmark for Theory and Simulations

Frédéric Caupin, Robert E Grisenti
article en
1 citations

Abstract

The fate of a metastable substance is governed by rare nucleation events, whose full microscopic details still remain elusive despite over 150 years of study. Experimental nucleation rates often differ by many orders of magnitude from theory and simulations, limiting predictive power. In this Perspective, after a general overview on nucleation, we focus on crystallization in three representative systems: metastable water, colloidal suspensions, and Lennard-Jones liquids. The latter, which are well realized by rare-gas liquids, provide a touchstone for nucleation theory. Recent femtosecond X-ray diffraction experiments on supercooled argon and krypton deliver accurate crystal nucleation statistics and direct insight into structural defects such as stacking faults. These advances establish rare-gas liquids as uniquely well-controlled systems bridging experiment, simulation, and theory, and pave the way toward a more complete microscopic understanding of nucleation.

The Journal of Physical Chemistry LettersVol. 17(7)
Université Claude Bernard Lyon 1 (FR), Goethe University Frankfurt (DE), Centre National de la Recherche Scientifique (FR), Goethe-Institute United Kingdom (GB), GSI Helmholtz Centre for Heavy Ion Research (DE), Institut Universitaire de France (FR), Institut Lumière Matière (FR), Max Planck Institute for Nuclear Physics (DE)
Openalex Percentile: Top 1%
nanoparticles nucleation surface interactions
40.64
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Nucleation Statistics from Experiments as a Benchmark for Theory and Simulations — Frédéric Caupin, Robert E Grisenti · The Journal of Physical Chemistry Letters (2026) | TGRS Research Map | TGRS