Junqi Yin - Publications, H-index & Citations

Junqi Yin

national center for computational sciences, oak ridge national laboratory

23H指数

156论文数

2.4K被引数

收录论文 26

发表时间

Sequence length scaling in vision transformers for scientific images on frontier 前沿科学图像中视觉Transformer的序列长度缩放

The International Journal of High Performance Computing Applications

IF0

2025-11-19

PREAI

Aristeidis Tsaris; Chengming Zhang; Xiao Wang; Junqi Yin; Siyan Liu; Moetasim Ashfaq; Ming Fan; Jong Youl Choi; Mohamed Wahib; Dan Lu; Prasanna Balaprakash; Feiyi Wang

Language models for materials discovery and sustainability: Progress, challenges, and opportunities 材料发现与可持续性领域的语言模型：进展、挑战与机遇

PROGRESS IN MATERIALS SCIENCE

IF40

2025-06-09

PREAI

Zongrui Pei; Junqi Yin; Jiaxin Zhang

Designing complex concentrated alloys with quantum machine learning and language modeling

MATTER

IF17.5

2024-10-01

PREAI

Pei, Zongrui; Gong, Yilun; Liu, Xianglin; Yin, Junqi

Towards the holistic design of alloys with large language models

NATURE REVIEWS MATERIALS

IF86.2

2024-09-12

PREAI

Pei, Zongrui; Yin, Junqi; Neugebauer, Joerg; Jain, Anubhav

Toward the design of ultrahigh-entropy alloys via mining six million texts (vol 14, 54, 2023)

NATURE COMMUNICATIONS

IF15.7

2023-06-16

OAAI

Pei, Zongrui; Yin, Junqi; Liaw, Peter. K. K.; Raabe, Dierk

Toward the design of ultrahigh-entropy alloys via mining six million texts

NATURE COMMUNICATIONS

IF15.7

2023-01-04

OAAI

Pei, Zongrui; Yin, Junqi; Liaw, Peter K.; Raabe, Dierk

Atomic structure generation from reconstructing structural fingerprints

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-11-25

OAAI

Fung, Victor; Jia, Shuyi; Zhang, Jiaxin; Bi, Sirui; Yin, Junqi; Ganesh, P.

Language models for the prediction of SARS-CoV-2 inhibitors

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2022-10-07

OAAI

Blanchard, Andrew E.; Gounley, John; Bhowmik, Debsindhu; Shekar, Mayanka Chandra; Lyngaas, Isaac; Gao, Shang; Yin, Junqi; Tsaris, Aristeidis; Wang, Feiyi; Glaser, Jens

Eutectic-reaction brazing of Al0.3CoCrFeNi high-entropy alloys using Ni/Nb/Ni interlayers 使用Ni/Nb/Ni中间层对Al0.3CoCrFeNi高熵合金进行共晶反应钎焊

JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

IF14.3

2022-09-01

PREAI

Lei, Y.; Sun, J.; Song, X. G.; Yang, M. X.; Yang, T. L.; Yin, J.

Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action

INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS

IF2.5

2022-08-05

OAAI

Trifan, Anda; Gorgun, Defne; Salim, Michael; Li, Zongyi; Brace, Alexander; Zvyagin, Maxim; Ma, Heng; Clyde, Austin; Clark, David; Hardy, David J.; Burnley, Tom; Huang, Lei; McCalpin, John; Emani, Murali; Yoo, Hyenseung; Yin, Junqi; Tsaris, Aristeidis; Subbiah, Vishal; Raza, Tanveer; Liu, Jessica; Trebesch, Noah; Wells, Geoffrey; Mysore, Venkatesh; Gibbs, Thomas; Phillips, James; Chennubhotla, S. Chakra; Foster, Ian; Stevens, Rick; Anandkumar, Anima; Vishwanath, Venkatram; Stone, John E.; Tajkhorshid, Emad; Harris, Sarah A.; Ramanathan, Arvind

Neural network-based order parameter for phase transitions and its applications in high-entropy alloys 基于神经网络的相变序参量及其在高熵合金中的应用

NATURE COMPUTATIONAL SCIENCE

IF18.3

2021-10-18

PREAI

Yin, Junqi; Pei, Zongrui; Gao, Michael C.

The Role of Hydrophobic Nodes in the Dynamics of Class A β-Lactamases

FRONTIERS IN MICROBIOLOGY

IF4.5

2021-09-21

OAAI

Olehnovics, Edgar; Yin, Junqi; Perez, Adria; De Fabritiis, Gianni; Bonomo, Robert A.; Bhowmik, Debsindhu; Haider, Shozeb

Inter-Subunit Dynamics Controls Tunnel Formation During the Oxygenation Process in Hemocyanin Hexamers

FRONTIERS IN MOLECULAR BIOSCIENCES

IF4

2021-09-15

OAAI

Bux, Khair; Shen, Xiayu; Tariq, Muhammad; Yin, Junqi; Moin, Syed Tarique; Bhowmik, Debsindhu; Haider, Shozeb

Dynamic Profiling of β-Coronavirus 3CL Mpro Protease Ligand-Binding Sites

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2021-06-14

OAAI

Cho, Eunice; Rosa, Margarida; Anjum, Ruhi; Mehmood, Saman; Soban, Mariya; Mujtaba, Moniza; Bux, Khair; Moin, Syed T.; Tanweer, Mohammad; Dantu, Sarath; Pandini, Alessandro; Yin, Junqi; Ma, Heng; Ramanathan, Arvind; Islam, Barira; Mey, Antonia S. J. S.; Bhowmik, Debsindhu; Haider, Shozeb

Geometrical-Based Generative Adversarial Network to Enhance Digital Rock Image Quality

PHYSICAL REVIEW APPLIED

IF4.4

2021-06-14

OAAI

Niu, Yufu; Da Wang, Ying; Mostaghimi, Peyman; McClure, James E.; Yin, Junqi; Armstrong, Ryan T.

Monte Carlo simulation of order-disorder transition in refractory high entropy alloys: A data-driven approach 难熔高熵合金有序-无序转变的Monte Carlo模拟: 数据驱动方法

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2021-02-01

OAAI

Liu, Xianglin; Zhang, Jiaxin; Yin, Junqi; Bi, Sirui; Eisenbach, Markus; Wang, Yang

Supercomputer-Based Ensemble Docking Drug Discovery Pipeline with Application to Covid-19

JOURNAL OF CHEMICAL INFORMATION AND MODELING

IF5.3

2020-12-16

130

OAAI

Acharya, A.; Agarwal, R.; Baker, M. B.; Baudry, J.; Bhowmik, D.; Boehm, S.; Byler, K. G.; Chen, S. Y.; Coates, L.; Cooper, C. J.; Demerdash, O.; Daidone, I; Eblen, J. D.; Ellingson, S.; Forli, S.; Glaser, J.; Gumbart, J. C.; Gunnels, J.; Hernandez, O.; Irle, S.; Kneller, D. W.; Kovalevsky, A.; Larkin, J.; Lawrence, T. J.; LeGrand, S.; Liu, S-H; Mitchell, J. C.; Park, G.; Parks, J. M.; Pavlova, A.; Petridis, L.; Poole, D.; Pouchard, L.; Ramanathan, A.; Rogers, D. M.; Santos-Martins, D.; Scheinberg, A.; Sedova, A.; Shen, Y.; Smith, J. C.; Smith, M. D.; Soto, C.; Tsaris, A.; Thavappiragasam, M.; Tillack, A. F.; Vermaas, J. V.; Vuong, V. Q.; Yin, J.; Yoo, S.; Zahran, M.; Zanetti-Polzi, L.

Machine-learning informed prediction of high-entropy solid solution formation: Beyond the Hume-Rothery rules

NPJ COMPUTATIONAL MATERIALS

IF11.9

2020-05-07

144

OAAI

Pei, Zongrui; Yin, Junqi; Hawk, Jeffrey A.; Alman, David E.; Gao, Michael C.

Robust data-driven approach for predicting the configurational energy of high entropy alloys 预测高熵合金构型能的鲁棒数据驱动方法

MATERIALS & DESIGN

IF7.9

2020-01-01

OAAI