User profiles for Shinjae Yoo

Shinjae Yoo

Brookhaven National Lab
Verified email at bnl.gov
Cited by 4506

[HTML][HTML] KBase: the United States department of energy systems biology knowledgebase

…, NL Tintle, D Wang, F Xia, H Yoo, S Yoo… - Nature …, 2018 - nature.com
Although similar integrative tools exist (Supplementary Note 2), no other open platform
shares all KBase’s features, which include the following:(i) comprehensive support for data …

Mining social networks for personalized email prioritization

S Yoo, Y Yang, F Lin, IC Moon - Proceedings of the 15th ACM SIGKDD …, 2009 - dl.acm.org
Email is one of the most prevalent communication tools today, and solving the email overload
problem is pressingly urgent. A good way to alleviate email overload is to automatically …

[HTML][HTML] Federated quantum machine learning

SYC Chen, S Yoo - Entropy, 2021 - mdpi.com
Distributed training across several quantum computers could significantly improve the training
time and if we could share the learned model, not the data, it could potentially improve the …

Supercomputer-based ensemble docking drug discovery pipeline with application to COVID-19

…, JV Vermaas, VQ Vuong, J Yin, S Yoo… - Journal of chemical …, 2020 - ACS Publications
We present a supercomputer-driven pipeline for in silico drug discovery using enhanced
sampling molecular dynamics (MD) and ensemble docking. Ensemble docking makes use of …

3D cloud detection and tracking system for solar forecast using multiple sky imagers

Z Peng, D Yu, D Huang, J Heiser, S Yoo, P Kalb - Solar Energy, 2015 - Elsevier
We propose a system for forecasting short-term solar irradiance based on multiple total sky
imagers (TSIs). The system utilizes a novel method of identifying and tracking clouds in three-…

Third-generation sequencing and the future of genomics

H Lee, J Gurtowski, S Yoo, M Nattestad, S Marcus… - BioRxiv, 2016 - biorxiv.org
Third-generation long-range DNA sequencing and mapping technologies are creating a
renaissance in high-quality genome sequencing. Unlike second-generation sequencing, which …

Quantum long short-term memory

SYC Chen, S Yoo, YLL Fang - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Long short-term memory (LSTM) is a kind of recurrent neural networks (RNN) for sequence
and temporal dependency data modeling and its effectiveness has been extensively …

Detector tomography on IBM quantum computers and mitigation of an imperfect measurement

Y Chen, M Farahzad, S Yoo, TC Wei - Physical Review A, 2019 - APS
We use quantum detector tomography to characterize the qubit readout in terms of
measurement positive operator-valued measures (POVMs) on IBM quantum computers IBM Q 5 …

Quantum convolutional neural networks for high energy physics data analysis

SYC Chen, TC Wei, C Zhang, H Yu, S Yoo - Physical Review Research, 2022 - APS
This paper presents a quantum convolutional neural network (QCNN) for the classification
of high energy physics events. The proposed model is tested using a simulated dataset from …

Uvcgan: Unet vision transformer cycle-consistent gan for unpaired image-to-image translation

…, Y Huang, H Yu, J Huang, S Yoo… - Proceedings of the …, 2023 - openaccess.thecvf.com
Unpaired image-to-image translation has broad applications in art, design, and scientific
simulations. One early breakthrough was CycleGAN that emphasizes one-to-one mappings …