MA-Journal Papers(저널논문)
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1
A Deep Learning Paradigm for Medical Imaging Data
Chen, Jinyang; Park, Cheolwoo, Expert Systems with Applications, v.255, 2024-12
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2
An adaptive dual-level reinforcement learning approach for optimal trade execution
Kim, Soohan; Kim, Jimyeong; Sul, Hong Kee; Hong, Youngjoon, EXPERT SYSTEMS WITH APPLICATIONS, v.252, 2024-10
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3
Location and double interlacing of zeros of certain combination of the Eisenstein series for~$\Gamma_0^+(2)$
Im, Bo-Hae; Choi, SoYoung, Journal of Mathematical Analysis and Applications, v.537, no.2, 2024-09
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4
Semi-analytic PINN methods for singularly perturbed boundary value problems
Gie, Gung-Min; Hong, Youngjoon; Jung, Chang-Yeol, APPLICABLE ANALYSIS, v.103, no.14, pp.2554 - 2571, 2024-09
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A trajectorial approach to entropy dissipation for degenerate parabolic equations
Kim, Donghan; Yeung, Lane Chun, Bernoulli, v.30, no.3, pp.2253 - 2274, 2024-08
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SURFACE COUNTEREXAMPLES TO THE EISENBUD-GOTO CONJECTURE
Han, Jong in; Kwak, Sijong, TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, v.377, no.8, pp.5561 - 5581, 2024-08
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Rainbow Cycles in Properly Edge-Colored Graphs
Kim, Jaehoon; Lee, Joonkyung; Liu, Hong; Tran, Tuan, COMBINATORICA, v.44, no.4, pp.909 - 919, 2024-08
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8
Temporal change and spatial heterogeneity of the association between ambient temperature and transport accident mortality in Japan from 1972 to 2019: a nationwide time-stratified case-crossover study
Pan, Rui; Chung, Yeonseung; Sim, Kisung; Hashizume, Masahiro; Honda, Yasushi; Lee, Whanhee; Kim, Yoonhee, ENVIRONMENTAL RESEARCH COMMUNICATIONS, v.6, no.8, 2024-08
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9
Vertex-minors of graphs: A survey
Kim, Donggyu; Oum, Sang-il, DISCRETE APPLIED MATHEMATICS, v.351, pp.54 - 73, 2024-07
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10
Dysfunctional Beliefs and Attitudes about Sleep-6 (DBAS-6): Data-driven shortened version from a machine learning approach
Jo, Hyeontae; Jeon, Hong Jun; Ahn, Junseok; Jeon, Saebom; Kim, Jae Kyoung; Chung, Seockhoon, SLEEP MEDICINE, v.119, pp.312 - 318, 2024-07
Collection's Items (Sorted by Submit Date in Descending order): 201 to 220 of 2136
| Non-simply connected symplectic fillings of lens spaces Aceto, Paolo; McCoy, Duncan; Park, JungHwan, BULLETIN OF THE LONDON MATHEMATICAL SOCIETY, v.54, no.3, pp.1010 - 1026, 2022-06 |
| FKBP11 rewires UPR signaling to promote glucose homeostasis in type 2 diabetes and obesity Hilde, Herrema; Dongxian, Guan; Choi, Jae Won; Xudong, Feng; Salazar Hernandez, Mario Andres; Farhana, Faruk; Thomas, Auen; et al, CELL METABOLISM, v.34, no.7, pp.1004 - 1022.e8, 2022-07 |
| Modeling Incorporating the Severity-Reducing Long-term Immunity: Higher Viral Transmission Paradoxically Reduces Severe COVID-19 During Endemic Transition Hong, Hyukpyo; Noh, Ji Yun; Lee, Hyojung; Choi, Sunhwa; Choi, Boseung; Kim, Jae Kyoung; Shin, Eui-Cheol, IMMUNE NETWORK, v.22, no.3, pp.1 - 12, 2022-06 |
| Asymptotic vanishing of syzygies of algebraic varieties Park, Jinhyung, Communications of the American Mathematical Society, v.2, no.3, pp.133 - 148, 2022-06 |
| NONADAPTIVE QUASI-OPTIMAL POINTS SELECTION FOR LEAST SQUARES LINEAR REGRESSION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.1, pp.A385 - A411, 2016 |
| CORRECTING DATA CORRUPTION ERRORS FOR MULTIVARIATE FUNCTION APPROXIMATION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.4, pp.A2492 - A2511, 2016 |
| On a near optimal sampling strategy for least squares polynomial regression Shin, Yeonjong; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.326, pp.931 - 946, 2016-12 |
| A RANDOMIZED TENSOR QUADRATURE METHOD FOR HIGH DIMENSIONAL POLYNOMIAL APPROXIMATION Wu, Kailiang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.5, pp.A1811 - A1833, 2017 |
| SPARSE APPROXIMATION USING l(1)-l(2) MINIMIZATION AND ITS APPLICATION TO STOCHASTIC COLLOCATION Yan, Liang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.1, pp.A229 - A254, 2017 |
| A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.3, pp.A983 - A1002, 2017 |
| Sequential function approximation with noisy data Shin, Yeonjong; Wu, Kailiang; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.371, pp.363 - 381, 2018-10 |
| TRAINABILITY OF ReLU NETWORKS AND DATA-DEPENDENT INITIALIZATION Shin, Yeonjong; Karniadakis, George Em, Journal of Machine Learning for Modeling and Computing, v.1, no.1, pp.39 - 74, 2020 |
| Dying ReLU and Initialization: Theory and Numerical Examples Lu, Lu; Shin, Yeonjong; Su, Yanhui; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.1671 - 1706, 2020-11 |
| On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs Shin, Yeonjong; Darbon, Jerome; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.2042 - 2074, 2020-11 |
| PLATEAU PHENOMENON IN GRADIENT DESCENT TRAINING OF RELU NETWORKS: EXPLANATION, QUANTIFICATION, AND AVOIDANCE Ainsworth, Mark; Shin, Yeonjong, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.43, no.5, pp.A3438 - A3468, 2021 |
| Identification of Corrupted Data via k-Means Clustering for Function Approximation Hou, Jun; Shin, Yeonjong; Xiu, Dongbin, CSIAM TRANSACTIONS ON APPLIED MATHEMATICS, v.2, no.1, pp.81 - 107, 2021-03 |
| Effects of depth, width, and initialization: A convergence analysis of layer-wise training for deep linear neural networks Shin, Yeonjong, ANALYSIS AND APPLICATIONS, v.20, no.01, pp.73 - 119, 2022-01 |
| GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems Zhang, Zhen; Shin, Yeonjong; Karniadakis, George Em, PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, v.380, no.2229, 2022-08 |
| FOLIATIONS FROM LEFT ORDERS Baik, Hyungryul; Hensel, Sebastian; Wu, Chenxi, JOURNAL OF THE KOREAN MATHEMATICAL SOCIETY, v.59, no.4, pp.699 - 715, 2022-07 |
| A note on the four-dimensional clasp number of knots Feller, Peter; Park, Junghwan, MATHEMATICAL PROCEEDINGS OF THE CAMBRIDGE PHILOSOPHICAL SOCIETY, v.173, no.1, pp.213 - 226, 2022-07 |
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