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Dong-Kyum Kim
Dong-Kyum Kim
Postdoc, Max Planck Institute for Security and Privacy (MPI-SP)
E-mailová adresa ověřena na: mpi-sp.org - Domovská stránka
Název
Citace
Citace
Rok
Learning Entropy Production via Neural Networks
DK Kim, Y Bae, S Lee, H Jeong
Physical Review Letters 125 (14), 140604, 2020
472020
Multidimensional entropic bound: Estimator of entropy production for Langevin dynamics with an arbitrary time-dependent protocol
S Lee, DK Kim, JM Park, WK Kim, H Park, JS Lee
Physical Review Research 5 (1), 013194, 2023
162023
Inferring dissipation maps from videos using convolutional neural networks
Y Bae, DK Kim, H Jeong
Physical Review Research 4 (3), 033094, 2022
6*2022
Estimating entropy production with odd-parity state variables via machine learning
DK Kim, S Lee, H Jeong
Physical Review Research 4 (2), 023051, 2022
62022
Multi-label classification of historical documents by using hierarchical attention networks
DK Kim, B Lee, D Kim, H Jeong
Journal of the Korean Physical Society 76, 368-377, 2020
52020
Deep reinforcement learning for feedback control in a collective flashing ratchet
DK Kim, H Jeong
Physical Review Research 3 (2), L022002, 2021
42021
SUBTLE: An unsupervised platform with temporal link embedding that maps animal behavior
J Kwon, S Kim, DK Kim, J Joo, SH Kim, M Cha, CJ Lee
International Journal of Computer Vision, 1-27, 2024
32024
Spontaneous emergence of rudimentary music detectors in deep neural networks
G Kim, DK Kim, H Jeong
Nature Communications 15 (1), 148, 2024
32024
Transformer as a hippocampal memory consolidation model based on NMDAR-inspired nonlinearity
DK Kim, J Kwon, M Cha, C Lee
Advances in Neural Information Processing Systems 36, 2024
12024
Neural Classification of Terrestrial Biomes
V Shen, DK Kim, E Zeller, M Cha
2023 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2023
2023
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Články 1–10