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Brookhaven National Laboratory: Upton, NY, US

Scientist (Computational Science Initiative)
Employment
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Shinjae Yoo

Works (50 of 100)

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Page 1 of 2

Challenges and opportunities in quantum machine learning for high-energy physics

Nature Reviews Physics
2022-02 | Journal article
Part of ISSN: 2522-5820
Contributors: Sau Lan Wu; Shinjae Yoo
Source: Self-asserted source
Shinjae Yoo via Crossref Metadata Search
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A Deep Neural Network for Multivariate Time Series Clustering with Result Interpretation

Proceedings of the International Joint Conference on Neural Networks
2021 | Conference paper
EID:

2-s2.0-85116496977

Contributors: Xu, C.; Huang, H.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Access Patterns to Disk Cache for Large Scientific Archive

SNTA 2021 - Proceedings of the 2021 Systems and Network Telemetry and Analytics, co-located with HPDC 2021
2021 | Conference paper
EID:

2-s2.0-85109795787

Contributors: Wang, Y.; Wu, K.; Sim, A.; Yoo, S.; Misawa, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

AGKD-BML: Defense against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning

Proceedings of the IEEE International Conference on Computer Vision
2021 | Conference paper
EID:

2-s2.0-85127752606

Part of ISSN: 15505499
Contributors: Wang, H.; Deng, Y.; Yoo, S.; Ling, H.; Lin, Y.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Application of Quantum Machine Learning to HEP Analysis at LHC using Quantum Computer Simulators and Quantum Computer Hardware

Proceedings of Science
2021 | Conference paper
EID:

2-s2.0-85129404746

Part of ISSN: 18248039
Contributors: Wu, S.L.; Chan, J.; Cheng, A.; Guan, W.; Sun, S.J.; Zhang, R.; Zhou, C.; Livny, M.; Meglio, A.D.; Li, A.C.Y. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Application of quantum machine learning to high energy physics analysis at LHC using IBM quantum computer simulators and IBM quantum computer hardware

Proceedings of Science
2021 | Conference paper
EID:

2-s2.0-85105538021

Part of ISSN: 18248039
Contributors: Chan, J.; Guan, W.; Sun, S.J.; Wang, A.; Wu, S.L.; Zhou, C.; Livny, M.; Carminati, F.; Meglio, A.D.; Li, A.C.Y. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC

Physical Review Research
2021 | Journal article
EID:

2-s2.0-85115887728

Part of ISSN: 26431564
Contributors: Wu, S.L.; Sun, S.; Guan, W.; Zhou, C.; Chan, J.; Cheng, C.L.; Pham, T.; Qian, Y.; Wang, A.Z.; Zhang, R. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Application of quantum machine learning using the quantum variational classifier method to high energy physics analysis at the LHC on IBM quantum computer simulator and hardware with 10 qubits

Journal of Physics G: Nuclear and Particle Physics
2021 | Journal article
EID:

2-s2.0-85115670708

Part of ISSN: 13616471 09543899
Contributors: Wu, S.L.; Chan, J.; Guan, W.; Sun, S.; Wang, A.; Zhou, C.; Livny, M.; Carminati, F.; Di Meglio, A.; Li, A.C.Y. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Co-design Center for Exascale Machine Learning Technologies (ExaLearn)

International Journal of High Performance Computing Applications
2021 | Journal article
EID:

2-s2.0-85116052026

Part of ISSN: 17412846 10943420
Contributors: Alexander, F.J.; Ang, J.; Bilbrey, J.A.; Balewski, J.; Casey, T.; Chard, R.; Choi, J.; Choudhury, S.; Debusschere, B.; DeGennaro, A.M. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Deep Clustering based on Bi-Space Association Learning

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia
2021 | Conference paper
EID:

2-s2.0-85119365074

Contributors: Huang, H.; Yoo, S.; Xu, C.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)
2021 | Other
Contributors: Yi Huang; Yihui Ren; Shinjae Yoo; Jin Huang
Source: Self-asserted source
Shinjae Yoo via Crossref Metadata Search
grade
Preferred source (of 2)‎

Flight data anomaly detection and diagnosis with variable association change

Proceedings of the ACM Symposium on Applied Computing
2021 | Conference paper
EID:

2-s2.0-85104961540

Contributors: He, S.; Huang, H.; Yoo, S.; Yan, W.; Xue, F.; Wang, T.; Xu, C.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Hierarchical Analysis of Halo Center in Cosmology

2021 | Book chapter
Contributors: Zichao Di; Esteban Rangel; Shinjae Yoo; Stefan M. Wild
Source: check_circle
Crossref
grade
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Interpretable temporal GANs for industrial imbalanced multivariate time series simulation and classification

Proceedings of the ACM Symposium on Applied Computing
2021 | Conference paper
EID:

2-s2.0-85104951684

Contributors: Huang, H.; Xu, C.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Learning Associations between Features and Clusters: An Interpretable Deep Clustering Method

Proceedings of the International Joint Conference on Neural Networks
2021 | Conference paper
EID:

2-s2.0-85116449375

Contributors: Huang, H.; Xue, F.; Yan, W.; Wang, T.; Yoo, S.; Xu, C.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Online data analysis and reduction: An important Co-design motif for extreme-scale computers

International Journal of High Performance Computing Applications
2021 | Journal article
EID:

2-s2.0-85107798299

Part of ISSN: 17412846 10943420
Contributors: Foster, I.; Ainsworth, M.; Bessac, J.; Cappello, F.; Choi, J.; Di, S.; Di, Z.; Gok, A.M.; Guo, H.; Huck, K.A. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Three-dimensional coherent X-ray diffraction imaging via deep convolutional neural networks

npj Computational Materials
2021 | Journal article
EID:

2-s2.0-85118370368

Part of ISSN: 20573960
Contributors: Wu, L.; Yoo, S.; Suzana, A.F.; Assefa, T.A.; Diao, J.; Harder, R.J.; Cha, W.; Robinson, I.K.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Use of physics to improve solar forecast: Physics-informed persistence models for simultaneously forecasting GHI, DNI, and DHI

Solar Energy
2021 | Journal article
EID:

2-s2.0-85099478493

Part of ISSN: 0038092X
Contributors: Liu, W.; Liu, Y.; Zhou, X.; Xie, Y.; Han, Y.; Yoo, S.; Sengupta, M.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Federated Quantum Machine Learning

Entropy
2021-04 | Journal article
Part of ISSN: 1099-4300
Contributors: Samuel Yen-Chi Chen; Shinjae Yoo
Source: Self-asserted source
Shinjae Yoo via Crossref Metadata Search
grade
Preferred source (of 2)‎

Complex imaging of phase domains by deep neural networks

IUCrJ
2021-01-01 | Journal article
Contributors: Longlong Wu; Pavol Juhas; Shinjae Yoo; Ian Robinson
Source: check_circle
Crossref
grade
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3D distributed deep learning framework for prediction of human intelligence from brain MRI

Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2020 | Conference paper
EID:

2-s2.0-85120877279

Part of ISSN: 16057422
Contributors: Han, S.; Zhang, Y.; Ren, Y.; Posner, J.; Yoo, S.; Cha, J.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Bounding the expected run-time of nonconvex optimization with early stopping

Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence, UAI 2020
2020 | Conference paper
EID:

2-s2.0-85101607101

Contributors: Flynn, T.; Yu, K.M.; Malik, A.; D'Imperio, N.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool

ACM International Conference Proceeding Series
2020 | Conference paper
EID:

2-s2.0-85098201092

Contributors: Kelly, C.; Ha, S.; Huck, K.; Van Dam, H.; Pouchard, L.; Matyasfalvi, G.; Tang, L.; D'Imperio, N.; Xu, W.; Yoo, S. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Efficient and effective graph convolution networks

Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020
2020 | Conference paper
EID:

2-s2.0-85088303993

Contributors: Liu, S.; Park, J.H.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Electricity load forecasting with collective echo state networks

2020 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2020
2020 | Conference paper
EID:

2-s2.0-85099464661

Contributors: Liu, S.; Xu, C.; Liu, Y.; Katramatos, D.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Image collection simulation using high-resolution atmospheric modeling

Remote Sensing
2020 | Journal article
EID:

2-s2.0-85092760545

Part of ISSN: 20724292
Contributors: Kalukin, A.; Endo, S.; Crook, R.; Mahajan, M.; Fennimore, R.; Cialella, A.; Gregory, L.; Yoo, S.; Xu, W.; Cisek, D.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Imbalanced Time Series Classification for Flight Data Analyzing with Nonlinear Granger Causality Learning

International Conference on Information and Knowledge Management, Proceedings
2020 | Conference paper
EID:

2-s2.0-85095865331

Contributors: Huang, H.; Xu, C.; Yoo, S.; Yan, W.; Wang, T.; Xue, F.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data

npj Digital Medicine
2020 | Journal article
EID:

2-s2.0-85088412971

Part of ISSN: 23986352
Contributors: Park, J.H.; Cho, H.E.; Kim, J.H.; Wall, M.M.; Stern, Y.; Lim, H.; Yoo, S.; Kim, H.S.; Cha, J.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Real-time distribution state estimation with massive μpMU streaming data

2020 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020
2020 | Conference paper
EID:

2-s2.0-85086223374

Contributors: Basumallik, S.; Liu, Y.; Katramatos, D.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Statistical analysis of nutrient loads from the mississippi-atchafalaya river basin (MARB) to the Gulf of Mexico

Environments - MDPI
2020 | Journal article
EID:

2-s2.0-85078739417

Part of ISSN: 20763298
Contributors: Okwan, P.; Zhen, Y.; Feng, H.; Yoo, S.; Kambhampati, M.S.; Walker, A.; Boykin, S.; Omojola, J.; Blackburn, N.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

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

Journal of Chemical Information and Modeling
2020 | Journal article
EID:

2-s2.0-85098796595

Part of ISSN: 1549960X 15499596
Contributors: Acharya, A.; Agarwal, R.; Baker, M.B.; Baudry, J.; Bhowmik, D.; Boehm, S.; Byler, K.G.; Chen, S.Y.; Coates, L.; Cooper, C.J. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Machine-Learning X-Ray Absorption Spectra to Quantitative Accuracy

Physical Review Letters
2020-04 | Journal article
Part of ISSN: 0031-9007
Contributors: Matthew R. Carbone; Mehmet Topsakal; Deyu Lu; Shinjae Yoo
Source: Self-asserted source
Shinjae Yoo via Crossref Metadata Search
grade
Preferred source (of 2)‎

Bi-directional causal graph learning through weight-sharing and low-rank neural network

Proceedings - IEEE International Conference on Data Mining, ICDM
2019 | Conference paper
EID:

2-s2.0-85078906667

Part of ISSN: 15504786
Contributors: Huang, H.; Xu, C.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Change Detection with the Kernel Cumulative Sum Algorithm

Proceedings of the IEEE Conference on Decision and Control
2019 | Conference paper
EID:

2-s2.0-85082438433

Part of ISSN: 25762370 07431546
Contributors: Flynn, T.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Classification of local chemical environments from x-ray absorption spectra using supervised machine learning

Physical Review Materials
2019 | Journal article
EID:

2-s2.0-85062956167

Part of ISSN: 24759953
Contributors: Carbone, M.R.; Yoo, S.; Topsakal, M.; Lu, D.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

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

Physical Review A
2019 | Journal article
EID:

2-s2.0-85074985159

Part of ISSN: 24699934 24699926
Contributors: Chen, Y.; Farahzad, M.; Yoo, S.; Wei, T.-C.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Diagnosis and prognosis of Alzheimer's disease using brain morphometry and white matter connectomes

NeuroImage: Clinical
2019 | Journal article
EID:

2-s2.0-85066253584

Part of ISSN: 22131582
Contributors: Wang, Y.; Xu, C.; Park, J.-H.; Lee, S.; Stern, Y.; Yoo, S.; Kim, J.H.; Kim, H.S.; Cha, J.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85067631054

Part of ISSN: 16113349 03029743
Contributors: Xie, C.; Jeong, W.; Matyasfalvi, G.; Van Dam, H.; Mueller, K.; Yoo, S.; Xu, W.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

PCS: A Productive Computational Science Platform

2019 International Conference on High Performance Computing and Simulation, HPCS 2019
2019 | Conference paper
EID:

2-s2.0-85092029284

Contributors: Ojika, D.; Gordon-Ross, A.; Lam, H.; Yoo, S.; Cui, Y.; Dong, Z.; Van Dam, K.K.; Lee, S.; Kurth, T.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Performance Analysis of Deep Learning Workloads on Leading-edge Systems

Proceedings of PMBS 2019: Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems - Held in conjunction with SC 2019: The International Conference for High Performance Computing, Networking, Storage and Analysis
2019 | Conference paper
EID:

2-s2.0-85084059155

Contributors: Ren, Y.; Yoo, S.; Hoisie, A.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Picking Particles in Cryo-EM Micrographs without Knowing the Particle Size

2019 New York Scientific Data Summit, NYSDS 2019 - Proceedings
2019 | Conference paper
EID:

2-s2.0-85076371730

Contributors: Li, X.; Lin, Y.; Liu, Q.; McSweeney, S.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Re-examination of the role of latent variables in sequence modeling

Advances in Neural Information Processing Systems
2019 | Conference paper
EID:

2-s2.0-85090171198

Part of ISSN: 10495258
Contributors: Lai, G.; Dai, Z.; Yang, Y.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Scalable causal graph learning through a deep neural network

International Conference on Information and Knowledge Management, Proceedings
2019 | Conference paper
EID:

2-s2.0-85075476947

Contributors: Xu, C.; Huang, H.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

System deterioration detection and root cause learning on time series graphs

International Conference on Information and Knowledge Management, Proceedings
2019 | Conference paper
EID:

2-s2.0-85075470608

Contributors: Huang, H.; Yoo, S.; Xu, Y.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Ultrathin Amorphous Titania on Nanowires: Optimization of Conformal Growth and Elucidation of Atomic-Scale Motifs

Nano Letters
2019 | Journal article
EID:

2-s2.0-85066146032

Part of ISSN: 15306992 15306984
Contributors: Yan, D.; Topsakal, M.; Selcuk, S.; Lyons, J.L.; Zhang, W.; Wu, Q.; Waluyo, I.; Stavitski, E.; Attenkofer, K.; Yoo, S. et al.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Visual detection with context for document layout analysis

EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference
2019 | Conference paper
EID:

2-s2.0-85084303971

Contributors: Soto, C.X.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Development of a software tool for IAEA use of the YOLOv3 machine learning algorithm

2019-02-11 | Report
Contributors: Shinjae Yoo; Yonggang Cui; Ji Hwan Park; Yuewei Lin; Yihui Ren
Source: Self-asserted source
Shinjae Yoo via Crossref Metadata Search

Analysis techniques for large datasets from the national synchrotron light source-II

Transactions of the American Nuclear Society
2018 | Conference paper
EID:

2-s2.0-85063004941

Part of ISSN: 0003018X
Contributors: Ecker, L.E.; Sprouster, D.J.; Rodman, J.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Analysis techniques for large datasets from the national synchrotron light source-II

AISTech - Iron and Steel Technology Conference Proceedings
2018 | Conference paper
EID:

2-s2.0-85062537420

Part of ISSN: 15516997
Contributors: Ecker, L.E.; Sprouster, D.J.; Rodman, J.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier

Detailed Performance Analysis of Distributed Tensorflow on a GPU Cluster using Deep Learning Algorithms

2018 New York Scientific Data Summit, NYSDS 2018 - Proceedings
2018 | Conference paper
EID:

2-s2.0-85059443800

Contributors: Malik, A.; Lu, M.; Wang, N.; Lin, Y.; Yoo, S.
Source: Self-asserted source
Shinjae Yoo via Scopus - Elsevier
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