Evidence map›Paper›PMID 42616896›Full record

ArticleScience advances2026

Ultrafast energy transfer across Pd/MXene interface via hot phonon-electron interactions.

Jie Zhao, Qi Zhang, Meng Geng, Pan Xiong, Kun Zhao, Ruifeng Lu, Kaijun Yuan, Xueming Yang

Abstract read
In one paragraph

Article in Science advances, 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
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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

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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

8 authors.

Jie ZhaoInstitute of Ultrafast Optical Physics, Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, China.ORCID 0009-0007-4253-5109
Qi ZhangInstitute of Ultrafast Optical Physics, Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, China.ORCID 0000-0001-7500-5496
Meng GengInstitute of Ultrafast Optical Physics, Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, China.ORCID 0009-0001-1160-7954
Pan XiongState Key Laboratory of Chemical Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.
Kun ZhaoInstitute of Ultrafast Optical Physics, Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, China.
Ruifeng LuInstitute of Ultrafast Optical Physics, Department of Applied Physics, Nanjing University of Science and Technology, Nanjing 210094, China.ORCID 0000-0002-1752-2070
Kaijun YuanState Key Laboratory of Chemical Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.ORCID 0000-0002-5108-8984
Xueming YangState Key Laboratory of Chemical Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China.ORCID 0000-0001-6684-9187

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The interfacial structure and energy transfer (ET) in heterostructures have attracted tremendous attention for their growing importance in thermal management, catalysis, and optoelectronic applications. However, the role of carrier-lattice interaction in interfacial ET at the nanoscale remains unclear. Here, we construct metal/MXene heterostructures via in situ chemical growth as platforms to study interfacial energy flow. On the basis of femtosecond transient absorption spectroscopic measurements, interfacial ET within ∼1.3 picoseconds is observed in Pd/MXene, which could not be explained by traditional phonon-phonon interaction. Experimental results combined with density functional theory calculations identify an ultrafast ET route involving strong interfacial coupling and high-density-of-state electrons near the Fermi level, enabling hot phonon-driven electron excitation. Distinct from conventional diffusive phonon processes, this ET route exhibits higher ET rate and efficiency with increasing absorbed photon energy and pump fluence. These findings reveal that the tuning of interfacial chemical bonds holds the promise to achieve high-efficiency energy transport across nanoscale interfaces.

Identifiers

PMID42616896
PMCPMC13488929

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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.