Evidence map›Paper›PMID 41634329›Full record

ArticleScientific reports2026

Molecular dynamics simulation of atomic layer etching for sidewall damage recovery in GaN-based structures.

Eun Koo Kim, Jong Woo Hong, Woong Sun Lim, Ja Yeon Kim, Kyung Lim Kim, Jong Soon Park, Yun Jae Park, Chan Ho Kim, Hyeong Joon Eoh, Jun Won Jeong and 4 more

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. Not yet cited in PubMed.

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

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

14 authors.

Eun Koo Kim *Department of Semiconductor and Display Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Jong Woo Hong *School of Advanced Materials Science and Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Woong Sun LimKorea Advanced Nano Fab Center (KANC), Suwon, 16229, Gyeonggi-do, Republic of Korea.
Ja Yeon KimKorea Photonics Technology Institute (KOPTI), Gwangju, 500-460, Republic of Korea.
Kyung Lim KimDepartment of Semiconductor and Display Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Jong Soon ParkDepartment of Semiconductor and Display Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Yun Jae ParkDepartment of Semiconductor and Display Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Chan Ho KimSKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Hyeong Joon EohSKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Jun Won JeongDepartment of Semiconductor Convergence Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Sung Hyun KimSKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Young Woo JeonDepartment of Display Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Dong Woo KimSchool of Advanced Materials Science and Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea.
Geun Young YeomSchool of Advanced Materials Science and Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Gyeonggi-do, Republic of Korea. gyyeom@skku.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Today, as GaN-based devices are becoming increasingly smaller, dry etching has been employed, but it has caused damage, particularly in InGaN/GaN multiple quantum well (MQW) structures exposed to Cl2-based reactive ion etching (RIE). Attempts to remove this damage with wet etching have had limitations. Therefore, atomic layer etching (ALE) has emerged as a promising technique to overcome the sidewall damage issues in GaN-based devices. This study utilized molecular dynamics (MD) simulations to investigate the optimal ALE process conditions for recovering plasma-induced damage at the atomic scale. The simulations systematically analyzed the effect of the Ar⁺ ion incidence angle on etching behavior and recovery efficiency. Three surfaces with initial damage conditions high, middle, and low were generated and then subjected to the ALE process. As a result, the ALE process was found to effectively remove both surface and subsurface amorphized regions, with more than ~47% reduction in damaged atoms observed across all damage levels, and ultimately converging to a comparable level of residual surface damage. Furthermore, a dual-angle approach using 60°~70° for deep damage removal followed by 80° for surface smoothing was identified as the most effective strategy for maximizing recovery while minimizing roughness. These findings highlight the strong potential of ALE to fundamentally recover MQW sidewall damage regardless of the initial damage level, while also providing critical physical insights and practical guidelines for optimizing the manufacturing processes of next-generation vertical GaN-based devices.

Indexed as

Atomic layer etchingGaNInGaNMolecular dynamicsMQWSimulation

Identifiers

PMID41634329
PMCPMC12920749

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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.