Evidence map›Paper›PMID 42660890›Full record

ArticleNature communications2026

Spatiotemporal mapping of anisotropic thermal transport in GaN thin films via ultrafast X-ray diffraction.

Thanh Nguyen, Chuliang Fu, Mouyang Cheng, Buxuan Li, Tyra E Espedal, Zhantao Chen, Kuan Qiao, Kumar Neeraj, Abhijatmedhi Chotrattanapituk, Denisse Cordova Carrizales and 9 more

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

19 authors.

Thanh Nguyen *Department of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. thanhn@ibm.com.
Chuliang Fu *Department of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0003-4626-9622
Mouyang Cheng *Center for Computational Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0009-0001-7014-2464
Buxuan LiDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-7501-6125
Tyra E EspedalDepartment of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Zhantao ChenLinac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, CA, USA.ORCID http://orcid.org/0000-0003-1954-3868
Kuan QiaoDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-0601-1873
Kumar NeerajMaterials Science Division, Argonne National Laboratory, Lemont, IL, USA.
Abhijatmedhi ChotrattanapitukDepartment of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-6278-1138
Denisse Cordova CarrizalesDepartment of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Eunbi RhaDepartment of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0009-0007-4633-577X
Tongtong LiuDepartment of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Shivam N KajaleMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-8046-976X
Deblina SarkarMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-9662-1666
Donald A WalkoAdvanced Photon Source, Argonne National Laboratory, Lemont, IL, USA.ORCID http://orcid.org/0009-0001-6374-9575
Haidan WenMaterials Science Division, Argonne National Laboratory, Lemont, IL, USA.ORCID http://orcid.org/0000-0002-5427-175X
Svetlana V BoriskinaDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID http://orcid.org/0000-0001-6798-8082
Jeehwan KimDepartment of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. jeehwan@mit.edu.ORCID http://orcid.org/0000-0002-1547-0967
Mingda LiDepartment of Nuclear Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA. mingda@mit.edu.ORCID http://orcid.org/0000-0002-7055-6368

Funding

U.S. Department of Energy (DOE) DE-SC0020148
6 · The paper itself

Abstract

Efficient thermal management is essential for the reliability of modern power electronics, where increasing device density leads to severe heat dissipation challenges. However, in thin-film systems, thermal transport is often compromised by interfacial resistance and microscale defects introduced during synthesis or transfer, which are difficult to characterize using conventional techniques. Here we present a non-contact, spatiotemporal-resolved ultrafast X-ray diffraction method to extract in-plane thermal conductivity and thermal boundary conductance, using GaN thin films on silicon as a model system. By tracking the pump-induced lattice strain, we reconstruct the lateral heat flow dynamics and quantitatively probe thermal transport near a wrinkle defect. We uncover pronounced asymmetric heat dissipation across the wrinkle, with a four-fold reduction in the local thermal conductivity near the wrinkle and a 25% drop in interfacial conductance. Our work demonstrates that ultrafast X-ray diffraction can serve as a precise thermal metrology tool for characterizing heat transport in multilayered thin-film structures for next-generation microelectronic devices.

Identifiers

PMID42660890
PMCPMC13521901

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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.