Evidence map›Paper›PMID 40256608›Full record

Articlenpj computational materials2025

Atomistic simulations of out-of-equilibrium quantum nuclear dynamics.

Francesco Libbi, Anders Johansson, Lorenzo Monacelli, Boris Kozinsky

Abstract read
In one paragraph

Article in npj computational materials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Laser-driven ferroelectricity in SrTiONature communications · 2026
    Article
  2. Article
  3. 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

4 authors.

Francesco LibbiJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138 USA.
Anders JohanssonJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138 USA.
Lorenzo MonacelliDepartment of Physics, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy.
Boris KozinskyJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138 USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid advancements in ultrafast laser technology have paved the way for pumping and probing the out-of-equilibrium dynamics of nuclei in crystals. However, interpreting these experiments is extremely challenging due to the complex nonlinear responses in systems where lattice excitations interact, particularly in crystals composed of light atoms or at low temperatures where the quantum nature of ions becomes significant. In this work, we address the nonequilibrium quantum ionic dynamics from first principles. Our approach is general and can be applied to simulate any crystal, in combination with a first-principles treatment of electrons or external machine-learning potentials. It is implemented by leveraging the nonequilibrium time-dependent self-consistent harmonic approximation (TD-SCHA), with a stable, energy-conserving, correlated stochastic integration scheme that achieves an accuracy of

Indexed as

Computational methodsFerroelectrics and multiferroics

Identifiers

PMID40256608
PMCPMC12003180

What OpenQuestion holds

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LicenceCC BY
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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.