Kim, Donggyu; Oum, Sang-il, EUROPEAN JOURNAL OF COMBINATORICS, v.118, 2024-05
Im, Bo-Hae; Kim, Hansol, Journal of Number Theory, v.258, no.5, pp.1 - 21, 2024-05
Im, Bo-Hae; Kim, HanSol, JOURNAL OF NUMBER THEORY, v.258, pp.1 - 21, 2024-05
Cho, Yonggeun; Kwon, Soonsik; Lee, Kiyeon; Yang, Changhun, ADVANCES IN DIFFERENTIAL EQUATIONS, v.29, no.3-4, pp.179 - 222, 2024-03
Choi, Doosung; Lim, Mikyoung, STUDIES IN APPLIED MATHEMATICS, v.152, no.2, pp.673 - 695, 2024-02
Kim, Seongeun; Lee, Chang-Ock, SIGNAL PROCESSING-IMAGE COMMUNICATION, v.120, 2024-01
Dey, Tamal K.; Kim, Woojin; Mémoli, Facundo, DISCRETE & COMPUTATIONAL GEOMETRY, v.71, no.1, pp.67 - 94, 2024-01
Jo, Gwanghyun; Kwak, Do Young, COMPUTATIONAL METHODS IN APPLIED MATHEMATICS, v.24, no.1, pp.49 - 58, 2024-01
Bae, Myoungjean; Xiang, Wei, ACTA APPLICANDAE MATHEMATICAE, v.188, no.1, 2023-12
Kim, Yong-Jung; Yoon, Changwook, DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, v.28, no.12, pp.6289 - 6305, 2023-12
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 |
MEAN VALUES OF DERIVATIVES OF L-FUNCTIONS IN EVEN CHARACTERISTIC Bae, Sunghan; Jung, Hwanyup, BULLETIN OF THE KOREAN MATHEMATICAL SOCIETY, v.59, no.2, pp.431 - 452, 2022 |
Leray numbers of complexes of graphs with bounded matching number Holmsen, Andreas F.; Lee, Seunghun, JOURNAL OF COMBINATORIAL THEORY SERIES A, v.189, 2022-07 |
A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data Kong, Yixin; Kozik, Ariangela; Nakatsu, Cindy H.; Jones-Hall, Yava L.; Chun, Hyonho, INTERNATIONAL JOURNAL OF BIOSTATISTICS, v.18, no.1, pp.203 - 218, 2022-06 |
Monostatic sampling methods in limited-aperture configuration Kang, Sangwoo; Lim, Mikyoung, APPLIED MATHEMATICS AND COMPUTATION, v.427, 2022-08 |
On the zeros of period functions associated to the Eisenstein series for Γ0+(N) Choi, SoYoung; Im, Bo-Hae, JOURNAL OF NUMBER THEORY, v.234, pp.200 - 239, 2022-05 |
Riemann hypothesis for period polynomials attached to the derivatives of L-functions of cusp forms for G(0)(N) Im, Bo-Hae; Kim, Hojin, JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, v.509, no.2, 2022-05 |
A Castelnuovo-Mumford regularity bound for threefolds with rational singularities Niu, Wenbo; Park, Jinhyung, ADVANCES IN MATHEMATICS, v.401, 2022-06 |
Mixed virtual volume methods for elliptic problems Jo, Gwanghyun; Kwak, Do Young, COMPUTERS & MATHEMATICS WITH APPLICATIONS, v.113, pp.345 - 352, 2022-05 |
At the edge of a one-dimensional jellium Chafai, Djalil; Garcia-Zelada, David; Jung, Paul Heajoon, BERNOULLI, v.28, no.3, pp.1784 - 1809, 2022-08 |
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