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Jeong, Hawoong (정하웅)
교수, (물리학과)

http://stat.kaist.ac.kr/index.php

Research Area
Statistical Physics, Complex Systems, Computational Physics
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Long-term memory on popularity dynamics: insights from the Billboard Hot 100 chart

    Soh, Hyungjoon; Hyung Hong, Joo; Jeong, Jaeseung; et al, Journal of Statistical Mechanics: Theory and Experiment, v.2024, no.6, pp.064001, 2024-06

    2
    Hidden multiscale organization and robustness of real multiplex networks

    Son, Gang-Min; Ha, Meesoon; Jeong, Hawoong, PHYSICAL REVIEW E, v.109, no.2, 2024-02

    3
    Spontaneous emergence of rudimentary music detectors in deep neural networks

    Kim, Gwangsu; Kim, Dong-Kyum; Jeong, Hawoong, NATURE COMMUNICATIONS, v.15, no.1, 2024-01

    4
    Untangling pair synergy in the evolution of collaborative scientific impact

    Son, Gangmin; Yun, Jinhyuk; Jeong, Hawoong, EPJ DATA SCIENCE, v.12, no.1, 2023-12

    5
    Unexpected advantages of exploitation for target searches in complex networks

    Bae, Youngkyoung; Son, Gangmin; Jeong, Hawoong, CHAOS, v.32, no.8, 2022-08

    6
    Inferring dissipation maps from videos using convolutional neural networks

    Bae, Youngkyoung; Kim, Dong-Kyum; Jeong, Hawoong, PHYSICAL REVIEW RESEARCH, v.4, no.3, 2022-08

    7
    Estimating entropy production with odd-parity state variables via machine learning

    Kim, Dong-Kyum; Lee, Sangyun; Jeong, Hawoong, PHYSICAL REVIEW RESEARCH, v.4, no.2, 2022-04

    8
    Discovering invariants via machine learning

    Ha, Seungwoong; Jeong, Hawoong, PHYSICAL REVIEW RESEARCH, v.3, no..4, 2021-12

    9
    Unraveling hidden interactions in complex systems with deep learning

    Ha, Seungwoong; Jeong, Hawoong, SCIENTIFIC REPORTS, v.11, no.1, 2021-06

    10
    Deep reinforcement learning for feedback control in a collective flashing ratchet

    Kim, Dong-Kyum; Jeong, Hawoong, PHYSICAL REVIEW RESEARCH, v.3, no.2, 2021-04

    11
    Impact of environmental changes on the dynamics of temporal networks

    Kim, Hyewon; Jo, Hang-Hyun; Jeong, Hawoong, PLOS ONE, v.16, no.4, 2021-04

    12
    Inertial effects on the Brownian gyrator

    Bae, Youngkyoung; Lee, Sangyun; Kim, Juin; et al, PHYSICAL REVIEW E, v.103, no.3, 2021-03

    13
    Quantumness and thermodynamic uncertainty relation of the finite-time Otto cycle

    Lee, Sangyun; Ha, Meesoon; Jeong, Hawoong, PHYSICAL REVIEW E, v.103, no.2, 2021-02

    14
    Encoding Multiple Virtual Signals in DNA Barcodes with Single-Molecule FRET

    Kim, Sung Hyun; Kim, Hyunwoo; Jeong, Hawoong; et al, NANO LETTERS, v.21, no.4, pp.1694 - 1701, 2021-02

    15
    Explosive synchronization in multilayer dynamically dissimilar networks

    Jalan, Sarika; Kachhvah, Ajay Deep; Jeong, Hawoong, JOURNAL OF COMPUTATIONAL SCIENCE, v.46, pp.101177, 2020-10

    16
    Dissecting landscape art history with information theory

    Lee, Byunghwee; Seo, Min Kyung; Kim, Daniel; et al, PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, v.117, no.43, pp.26580 - 26590, 2020-10

    17
    Learning Entropy Production via Neural Networks

    Kim, Dong-Kyum; Bae, Youngkyoung; Lee, Sangyun; et al, PHYSICAL REVIEW LETTERS, v.125, no.14, pp.140604, 2020-10

    18
    트위터로 본 메르스(MERS)의 사회적 영향: 대응 시기와 집단에 따른 목소리의 다양성

    이병휘; 정하웅, 한국사회, v.21, no.1, pp.35 - 62, 2020-06

    19
    Multi-Label Classification of Historical Documents by Using Hierarchical Attention Networks

    Kim, Dong-Kyum; Lee, Byunghwee; Kim, Daniel; et al, JOURNAL OF THE KOREAN PHYSICAL SOCIETY, v.76, no.5, pp.368 - 377, 2020-03

    20
    Finite-time quantum Otto engine: Surpassing the quasistatic efficiency due to friction

    Lee, Sangyun; Ha, Meesoon; Park, Jong-Min; et al, PHYSICAL REVIEW E, v.101, no.2, 2020-02
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