Evidence map›Paper›PMID 41680198›Full record

ArticleNature communications2026

Mechanistic insights into the non-equilibrium thermodynamics of nitrogen fixation via acoustic cavitation.

Xuelei Pan, Davide Bernardo Preso, Qian Liu, Lucia Mullings, Mohamad Salimi, Yi Qin, Pankaj S Sinhmar, James Kwan

Abstract read
In one paragraph

Article in Nature communications, 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

8 authors.

Xuelei Pan *Department of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.ORCID http://orcid.org/0000-0002-8317-2080
Davide Bernardo Preso *Department of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.ORCID http://orcid.org/0000-0003-3781-0499
Qian Liu *Hoffmann Institute of Advanced Materials, Shenzhen Polytechnic University, 7098 Liuxian Boulevard, Shenzhen, China.
Lucia MullingsDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.ORCID http://orcid.org/0009-0006-1570-3819
Mohamad SalimiDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.
Yi QinDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.
Pankaj S SinhmarDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom.
James KwanDepartment of Engineering Science, University of Oxford, Parks Road, Oxford, United Kingdom. james.kwan@balliol.ox.ac.uk.ORCID http://orcid.org/0000-0002-3795-6108

Funding

RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/W012316/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/X525777/1
6 · The paper itself

Abstract

Non-equilibrium reaction environments offer a route to bypass the thermodynamic constraints that limit conventional nitrogen fixation, yet such conditions remain inaccessible in traditional thermal systems. Here, we show that rapid activation-quenching chemistry inside cavitation bubbles provides a viable non‑equilibrium pathway for nitrogen fixation. The violent collapse of ultrasound-driven bubbles generates an intense temperature pulse that enables direct nitrogen activation and subsequent redox chemistry within a transient gas phase microreactor. Nitrogen-containing products are produced with tuneable rates and selectivity controlled by feed gas composition, cavitation dynamics, and solution properties. Introduced cavitation nuclei lower the cavitation threshold and improve collapse reproducibility, while noble‑gas doping modulates collapse temperatures and shifts nitrate-nitrite distributions through enhancing the involvement of water‑derived species. Isotopic labelling and single‑bubble modelling indicate that nitrogen reaction proceeds predominantly through gas‑phase pathways during collapse, which can be described by a dynamic thermodynamic model within a temperature pulse. These findings establish cavitation‑driven non-equilibrium thermal cycling as a distinct mechanism for nitrogen fixation and underscore the broader potential of transient thermal microenvironments for chemical synthesis.

Identifiers

PMID41680198
PMCPMC13009208

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Registered trials

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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.