MA-Journal Papers(저널논문)

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 1940

1
A classification of the automorphism groups of polarized abelian threefolds over finite fields

Hwang, WonTae; Im, Bo-Haeresearcher; Kim, Hansol, FINITE FIELDS AND THEIR APPLICATIONS, v.83, 2022-10

2
A matryoshka structure of higher secant varieties and the generalized Bronowski's conjecture

Choe, Junho; Kwak, Sijongresearcher, ADVANCES IN MATHEMATICS, v.406, pp.1 - 9, 2022-09

3
Non-simply connected symplectic fillings of lens spaces

Aceto, Paolo; McCoy, Duncan; Park, JungHwanresearcher, BULLETIN OF THE LONDON MATHEMATICAL SOCIETY, v.54, no.3, pp.1010 - 1026, 2022-06

4
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

5
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 Kyoungresearcher; Shin, Eui-Cheolresearcher, IMMUNE NETWORK, v.22, no.3, 2022-06

6
Asymptotic vanishing of syzygies of algebraic varieties

Park, Jinhyungresearcher, Communications of the American Mathematical Society, v.2, no.3, pp.133 - 148, 2022-06

7
NONADAPTIVE QUASI-OPTIMAL POINTS SELECTION FOR LEAST SQUARES LINEAR REGRESSION

Shin, Yeonjongresearcher; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.1, pp.A385 - A411, 2016

8
CORRECTING DATA CORRUPTION ERRORS FOR MULTIVARIATE FUNCTION APPROXIMATION

Shin, Yeonjongresearcher; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.4, pp.A2492 - A2511, 2016

9
On a near optimal sampling strategy for least squares polynomial regression

Shin, Yeonjongresearcher; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.326, pp.931 - 946, 2016-12

10
A RANDOMIZED TENSOR QUADRATURE METHOD FOR HIGH DIMENSIONAL POLYNOMIAL APPROXIMATION

Wu, Kailiang; Shin, Yeonjongresearcher; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.5, pp.A1811 - A1833, 2017

11
SPARSE APPROXIMATION USING l(1)-l(2) MINIMIZATION AND ITS APPLICATION TO STOCHASTIC COLLOCATION

Yan, Liang; Shin, Yeonjongresearcher; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.1, pp.A229 - A254, 2017

12
A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION

Shin, Yeonjongresearcher; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.3, pp.A983 - A1002, 2017

13
Sequential function approximation with noisy data

Shin, Yeonjongresearcher; Wu, Kailiang; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.371, pp.363 - 381, 2018-10

14
TRAINABILITY OF ReLU NETWORKS AND DATA-DEPENDENT INITIALIZATION

Shin, Yeonjongresearcher; Karniadakis, George Em, Journal of Machine Learning for Modeling and Computing, v.1, no.1, pp.39 - 74, 2020

15
Dying ReLU and Initialization: Theory and Numerical Examples

Lu, Lu; Shin, Yeonjongresearcher; Su, Yanhui; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.1671 - 1706, 2020-11

16
On the Convergence of Physics Informed Neural Networks for Linear Second-Order Elliptic and Parabolic Type PDEs

Shin, Yeonjongresearcher; Darbon, Jerome; Karniadakis, George Em, COMMUNICATIONS IN COMPUTATIONAL PHYSICS, v.28, no.5, pp.2042 - 2074, 2020-11

17
PLATEAU PHENOMENON IN GRADIENT DESCENT TRAINING OF RELU NETWORKS: EXPLANATION, QUANTIFICATION, AND AVOIDANCE

Ainsworth, Mark; Shin, Yeonjongresearcher, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.43, no.5, pp.A3438 - A3468, 2021

18
Identification of Corrupted Data via k-Means Clustering for Function Approximation

Hou, Jun; Shin, Yeonjongresearcher; Xiu, Dongbin, CSIAM TRANSACTIONS ON APPLIED MATHEMATICS, v.2, no.1, pp.81 - 107, 2021-03

19
Effects of depth, width, and initialization: A convergence analysis of layer-wise training for deep linear neural networks

Shin, Yeonjongresearcher, ANALYSIS AND APPLICATIONS, v.20, no.01, pp.73 - 119, 2022-01

20
GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems

Zhang, Zhen; Shin, Yeonjongresearcher; Karniadakis, George Em, PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, v.380, no.2229, 2022-08

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