Pengyu Hong

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 9

Top Venues

Soft matter

BMC bioinformatics

Entropy (Basel, Switzerland)

Chemical science

Brandeis University

University of Illinois at Urbana-Champaign (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Brandeis University Feb 01 2019

United States

Professor :: Computer Science

Brandeis University Jul 01 2011 - Jan 31 2019

United States

Associate Professor :: Computer Science

Brandeis University Aug 01 2005 - Jun 30 2011

United States

Assistant Professor :: Computer Science

Education History

University of Illinois at Urbana-Champaign Aug 20 1997 - Dec 15 2001

United States

PHD :: Computer Science

Publications

Xinsong Du, Yifei Wang, Zhengyang Zhou, Ya-Wen Chuang, Richard Yang, Wenyu Zhang, Xinyi Wang, Rui Zhang, Pengyu Hong, David W Bates, Li Zhou
Generative Large Language Models in Electronic Health Records for Patient Care Since 2023: A Systematic Review. medRxiv : the preprint server for health sciences (2024)
Yunrui Li, Zahra Zarei, Phu N Tran, Yifei Wang, Aparna Baskaran, Seth Fraden, Michael Francis Hagan, Pengyu Hong
A machine learning approach to robustly determine director fields and analyze defects in active nematics. Soft matter 20 (8) (2024)
Phu N Tran, Sattvic Ray, Linnea Lemma, Yunrui Li, Reef Sweeney, Aparna Baskaran, Zvonimir Dogic, Pengyu Hong, Michael Francis Hagan
Deep-learning optical flow for measuring velocity fields from experimental data. Soft matter (2024)
Yunrui Li, Zahra Zarei, Phu N Tran, Yifei Wang, Aparna Baskaran, Seth Fraden, Michael Francis Hagan, Pengyu Hong
A machine learning approach to robustly determine director fields and analyze defects in active nematics. Soft matter (2024)
Xinyi Ni, Nathan B Murray, Stephanie Archer-Hartmann, Lauren E Pepi, Richard F Helm, Parastoo Azadi, Pengyu Hong
Toward Automatic Inference of Glycan Linkages Using MS n and Machine Learning─Proof of Concept Using Sialic Acid Linkages. Journal of the American Society for Mass Spectrometry (2023)
Juan Wei, Dimitris Papanastasiou, Mariangela Kosmopoulou, Athanasios Smyrnakis, Pengyu Hong, Nafisa Tursumamat, Joshua A Klein, Chaoshuang Xia, Yang Tang, Joseph Zaia, Catherine E Costello, Cheng Lin
De novo glycan sequencing by electronic excitation dissociation MS 2 -guided MS 3 analysis on an Omnitrap-Orbitrap hybrid instrument. Chemical science 14 (24) (2023)
Ruzhang Zhao, Pengyu Hong, Zhirui Hu
IMMIGRATE: A Margin-Based Feature Selection Method with Interaction Terms. Entropy (Basel, Switzerland) 22 (3) (2020)
Zhengyang Zhou, Chaitanya Joshi, Ruoshi Liu, Michael M Norton, Linnea Lemma, Zvonimir Dogic, Michael Francis Hagan, Seth Fraden, Pengyu Hong
Machine learning forecasting of active nematics. Soft matter 17 (3) (2020)
Yuanzhe Bei, Pengyu Hong
Robust differential expression analysis by learning discriminant boundary in multi-dimensional space of statistical attributes. BMC bioinformatics 17 (1) (2016)

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Publication Activity (10 Years)

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Pengyu Hong