Evidence map›Paper›PMID 41692911›Full record

ArticleScientific reports2026

Temperature dependent behavior of hydrogen-bonded liquids: bridging experiments with molecular dynamics and DFT.

Mohammad Almasi, Morteza Vatanparast

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Mohammad AlmasiDepartment of Applied Chemistry, Faculty of Science, Malayer University, Malayer, 65174, Iran.
Morteza VatanparastDepartment of Applied Chemistry, Faculty of Science, Malayer University, Malayer, 65174, Iran. m.vatanparast@aut.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Temperature strongly influences the structure and dynamics of hydrogen-bonded liquids, with direct implications for their thermodynamic and transport behavior. In this study, we investigate binary mixtures of heptanal with a homologous series of 1-alkanols (C3-C7) by combining experimental measurements with molecular dynamics (MD) simulations and density functional theory (DFT) calculations. Our results demonstrate that increasing temperature progressively disrupts hydrogen-bonded networks, leading to systematic changes in both microscopic organization and macroscopic properties. Radial distribution functions and hydrogen-bond statistics reveal thermal weakening of directional interactions, while rising self-diffusion coefficients indicate enhanced molecular mobility. Temperature-resolved RDFs were further converted into distance-dependent free energies, allowing separation of enthalpic and entropic contributions and showing that local contacts are primarily enthalpy-driven with small negative entropic penalties. Voronoi-based void analysis shows that heating broadens cavity-size distributions and increases void connectivity. Thermodynamic and transport data display negative excess molar volumes and positive viscosity deviations across all systems, with both effects diminishing with temperature and alcohol chain length. DFT calculations further confirm that thermal disruption is more pronounced in mixtures with shorter-chain alcohols, reflecting stronger aldehyde–alcohol interactions at lower temperatures. Together, these findings provide a consistent thermal perspective: low temperatures promote dense packing and higher resistance to flow, whereas elevated temperatures reduce contraction and viscosity. This integrated framework advances understanding of hydrogen-bonded liquids and supports rational solvent selection and thermal process optimization.

Indexed as

Excess molar volumeHydrogen bondingMolecular dynamics simulationMolecular interactionThermal effect

Identifiers

PMID41692911
PMCPMC12996422

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.