Evidence map›Paper›PMID 42395050›Full record

ArticleCommunications physics2026

Hydrodynamical pathways in the phase change of real fluids.

Mirko Gallo, Filippo Occhioni, Riccardo Daniele, Carlo Massimo Casciola

Abstract read
In one paragraph

Article in Communications physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mirko GalloDipartimento di Ingegneria Meccanica e Aerospaziale, Sapienza Università di Roma, Rome, Italy.ORCID 0000-0003-3395-2246
Filippo OcchioniDipartimento di Ingegneria Meccanica e Aerospaziale, Sapienza Università di Roma, Rome, Italy.
Riccardo DanieleDipartimento di Ingegneria Meccanica e Aerospaziale, Sapienza Università di Roma, Rome, Italy.ORCID 0009-0004-9614-9738
Carlo Massimo CasciolaDipartimento di Ingegneria Meccanica e Aerospaziale, Sapienza Università di Roma, Rome, Italy.ORCID 0000-0001-8795-4517

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Identifying the incipient conditions of liquid-vapour transformation, the number of bubbles formed, their spatiotemporal scales, and the role of inertia remains a major challenge, reflecting how elusive the early stages of phase change are. Here, we present a theoretical framework that combines large deviation theory, multiphase fluctuating hydrodynamics and real fluid thermodynamics to compute the most probable nucleation pathways in metastable liquids. We identify the optimal trajectories connecting metastable and stable states and determine the full spatiotemporal structure of the nucleation process. Our results reveal that nucleation is not solely governed by thermodynamic forces, but is also shaped by hydrodynamic phenomena such as wave propagation and inertial effects. The approach predicts boiling thresholds for water, nitrogen, and helium, in agreement with experiments. It provides a unified, predictive description of phase-change kinetics linking microscopic fluctuations to macroscopic hydrodynamic observables, opening routes to prediction and control of phase change.

Indexed as

Fluid dynamicsPhase transitions and critical phenomena

Identifiers

PMID42395050
PMCPMC13323055

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.