Evidence map›Paper›PMID 41677503›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Simulation and Optimization of Ballistic-Transport-Induced Avalanche Effects in Two-Dimensional Materials.

Haipeng Wang, Wei Zhang, Han Wu, Tong Li, Beitong Cheng, Jieping Luo, Ruomei Jiang, Mengke Cai, Shuai Huang, Haizhi Song

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 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

10 authors.

Haipeng WangQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.ORCID 0009-0004-2989-3735
Wei ZhangQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Han WuQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Tong LiQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Beitong ChengQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.ORCID 0009-0008-4610-2519
Jieping LuoQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Ruomei JiangQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Mengke CaiQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Shuai HuangQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.
Haizhi SongQuantum Research Center, Key Laboratory of Lidar and Device, Southwest Institute of Technical Physics, Chengdu 610041, China.ORCID 0000-0003-1538-2470

Funding

the Special Subject of Significant Innovation of Chengdu City 2021-YF08-00159-GX
6 · The paper itself

Abstract

This study, for the first time, investigates and simulates ballistic-transport-induced avalanche behavior in two-dimensional materials. Using a technology computer-aided design simulation platform, a device model for ballistic avalanche transport is systematically established. By accurately calibrating the material parameters of two-dimensional materials and selecting appropriate physical models, the key features of the ballistic avalanche effect are successfully reproduced, including low threshold voltage and high gain. The simulation results show good agreement with experimental data. Furthermore, mechanism-based analysis is performed to clarify the influence of critical design parameters on the avalanche threshold and multiplication gain. Finally, based on the same physical models and mechanistic understanding, the operational paradigm and performance of ballistic-transport avalanche photodetectors based on two-dimensional materials are predicted. This work provides a reliable theoretical foundation and a robust simulation framework for the optimized design of high-performance and low-power avalanche photon devices.

Indexed as

avalanche effectballistic transportphotodetectorstwo-dimensional materials

Identifiers

PMID41677503
PMCPMC12899945

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.