MA-Journal Papers(저널논문)

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 161 to 180 of 2087

161
A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION

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

162
Sequential function approximation with noisy data

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

163
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

164
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

165
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

166
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

167
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

168
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

169
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

170
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

171
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

172
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

173
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

174
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

175
Monostatic sampling methods in limited-aperture configuration

Kang, Sangwoo; Lim, Mikyoung, APPLIED MATHEMATICS AND COMPUTATION, v.427, 2022-08

176
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

177
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

178
A Castelnuovo-Mumford regularity bound for threefolds with rational singularities

Niu, Wenbo; Park, Jinhyung, ADVANCES IN MATHEMATICS, v.401, 2022-06

179
Mixed virtual volume methods for elliptic problems

Jo, Gwanghyun; Kwak, Do Young, COMPUTERS & MATHEMATICS WITH APPLICATIONS, v.113, pp.345 - 352, 2022-05

180
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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