Gia-Wei Chern - Publications, H-index & Citations

Gia-Wei Chern

University of Virginia

13H指数

27论文数

1.2K被引数

收录论文 60

发表时间

Variational autoencoder inverse mapper for extraction of Compton form factors: Benchmarks and conditional learning 变分自编码器逆映射器用于康普顿形状因子提取：基准测试与条件学习

Monte Carlo Methods and Applications

IF0.6

2026-05-01

PREAI

Adams, Douglas; Hossen, M. D. Fayaz Bin; Bautista, Joshua; Chern, Gia-Wei; Liuti, Simonetta; Boer, Marie; Cuic, Marija; Engelhardt, Michael; Goldstein, Gary R.; Lin, Huey-Wen; Li, Yaohang

Recurrent convolutional neural networks for modeling nonadiabatic dynamics of quantum-classical systems 循环卷积神经网络用于建模量子-经典系统的非绝热动力学

Physical Review E

IF2.4

2026-01-27

PREAI

Ning, Alex; Yang, Lingyu; Chern, Gia-Wei

Echo state network for coarsening dynamics of charge density waves 用于电荷密度波粗粒化动力学的回声状态网络

PHYSICAL REVIEW E

IF2.4

2025-12-01

PREAI

Dinh, Clement; Fan, Yunhao; Chern, Gia-Wei

Robust calibration and quantification of FRET signals using multiplexed biosensor barcoding 利用多重生物传感器条形码对FRET信号进行鲁棒校准和定量分析

iScience

IF4.1

2025-10-11

OAAI

Jhen-Wei Wu; Ming Yang; Chao-Cheng Chen; Gabriel Au; Suyang Wang; Yichu Xu; Gia-Wei Chern; Chuan-Hsiang Huang

Gapless dispersive continuum in a modulated quantum kagome antiferromagnet 调制量子 Kagome 反铁磁体中的无隙色散连续体

NATURE COMMUNICATIONS

IF15.7

2025-04-26

OAAI

Thennakoon, Asiri; Yokokura, Ryouga; Yang, Yang; Kajimoto, Ryoichi; Nakamura, Mitsutaka; Hayashi, Masahiro; Michioka, Chishiro; Chern, Gia-Wei; Broholm, Collin; Ueda, Hiroaki; Lee, Seung-Hun

Photoinduced pattern formation and melting of charge density wave order

PHYSICAL REVIEW B

IF3.7

2025-03-24

PREAI

Yang, Lingyu; Chern, Gia-Wei

Coarsening of chiral domains in itinerant electron magnets: A machine learning force-field approach

PHYSICAL REVIEW B

IF3.7

2024-12-02

OAAI

Fan, Yunhao; Zhang, Sheng; Chern, Gia-Wei

Pattern formation in charge density wave states after a quantum quench

PHYSICAL REVIEW B

IF3.7

2024-05-09

OAAI

Yang, Lingyu; Yang, Yang; Chern, Gia-Wei

A kagome antiferromagnet reaches its quantum plateau

NATURE PHYSICS

IF18.4

2024-02-12

PREAI

Chern, Gia-Wei

Intertwined orders and electronic structure in superconducting vortex halos

PHYSICAL REVIEW RESEARCH

IF4.2

2023-07-14

OAAI

Liu, Yi-Hsuan; Tu, Wei-Lin; Chern, Gia-Wei; Lee, Ting-Kuo

Machine learning nonequilibrium electron forces for spin dynamics of itinerant magnets

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-03-03

OAAI

Zhang, Puhan; Chern, Gia-Wei

Spatiotemporal dynamics of voltage-induced resistance transition in the double-exchange model

PHYSICAL REVIEW B

IF3.7

2022-12-28

OAAI

Chern, Gia-Wei

Machine learning predictions for local electronic properties of disordered correlated electron systems

PHYSICAL REVIEW B

IF3.7

2022-07-19

OAAI

Liu, Yi-Hsuan; Zhang, Sheng; Zhang, Puhan; Lee, Ting-Kuo; Chern, Gia-Wei

Anisotropic MagnetoMemristance

COMMUNICATIONS PHYSICS

IF5.8

2022-06-27

OAAI

Caravelli, Francesco; Iacocca, Ezio; Chern, Gia-Wei; Nisoli, Cristano; de Araujo, Clodoaldo I. L.

Evidence for pressure induced unconventional quantum criticality in the coupled spin ladder antiferromagnet C9H18N2CuBr4

NATURE COMMUNICATIONS

IF15.7

2022-06-02

OAAI

Hong, Tao; Ying, Tao; Huang, Qing; Dissanayake, Sachith E.; Qiu, Yiming; Turnbull, Mark M.; Podlesnyak, Andrey A.; Wu, Yan; Cao, Huibo; Liu, Yaohua; Umehara, Izuru; Gouchi, Jun; Uwatoko, Yoshiya; Matsuda, Masaaki; Tennant, David A.; Chern, Gia-Wei; Schmidt, Kai P.; Wessel, Stefan

Anomalous and anisotropic nonlinear susceptibility in the proximate Kitaev magnet α-RuCl3

NPJ QUANTUM MATERIALS

IF6.2

2021-07-09

OAAI

Holleis, Ludwig; Prestigiacomo, Joseph C.; Fan, Zhijie; Nishimoto, Satoshi; Osofsky, Michael; Chern, Gia-Wei; van den Brink, Jeroen; Shivaram, B. S.

Spin dynamics of the antiferromagnetic Heisenberg model on a kagome bilayer

PHYSICAL REVIEW B

IF3.7

2021-06-01

OAAI

Saha, Preetha; Zhang, Depei; Lee, Seung-Hun; Chern, Gia-Wei