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A

Ariel Neufeld

Nanyang Technological University

10H指数
118论文数
632被引数
收录论文 11
发表时间
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Multilevel Picard approximations and deep neural networks with ReLU, leaky ReLU, and softplus activation overcome the curse of dimensionality when approximating semilinear parabolic partial differential equations in Lp-sense多级皮卡近似和带有ReLU、Leaky ReLU及Softplus激活函数的深度神经网络在Lp意义下逼近半线性抛物型偏微分方程时克服了维数灾难
errJournal of Computational and Applied Mathematics
IF2.6
err2026-12-01
err0
PREAI
errNeufeld, Ariel; Nguyen, Tuan Anh
err分享
err收藏
Numerical Method for Nonlinear Kolmogorov PDEs via Sensitivity Analysis基于敏感性分析的非线性柯尔莫哥洛夫偏微分方程数值方法
errAPPLIED MATHEMATICS AND OPTIMIZATION
IF1.7
err2026-04-17
err0
PREAI
errBartl, Daniel; Neufeld, Ariel; Park, Kyunghyun
err分享
err收藏
Non-asymptotic estimates for accelerated high order Langevin Monte Carlo algorithms加速高阶Langevin蒙特卡罗算法的非渐近估计
errAnalysis and Applications
IF2.4
err2025-10-01
err0
PREAI
errNeufeld, Ariel; Zhang, Ying
err分享
err收藏
Nonconcave Stochastic Optimal Control in Finite Discrete Time Under Model Uncertainty在模型不确定条件下的有限离散时间非凸随机最优控制
errMATHEMATICAL FINANCE
IF0
err2025-09-01
err0
PREAI
errNeufeld, Ariel; Sester, Julian
err分享
err收藏
Full error analysis of the random deep splitting method for nonlinear parabolic PDEs and PIDEs
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2025-04-01
err0
errOAAI
errNeufeld, Ariel; Schmocker, Philipp; Wu, Sizhou
err分享
err收藏
Robust Q-learning algorithm for Markov decision processes under Wasserstein uncertainty
errAUTOMATICA
IF5.9
err2024-10-01
err2
PREAI
errNeufeld, Ariel; Sester, Julian
err分享
err收藏
Binary spatial random field reconstruction from non-Gaussian inhomogeneous time-series observations
errJOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
IF3.7
err2024-01-01
err0
errOAAI
errSheng, Shunan; Xiang, Qikun; Nevat, Ido; Neufeld, Ariel
err分享
err收藏
An efficient Monte Carlo scheme for Zakai equations
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2023-11-01
err0
errOAAI
errBeck, Christian; Becker, Sebastian; Cheridito, Patrick; Jentzen, Arnulf; Neufeld, Ariel
err分享
err收藏
Low-Rank Plus Sparse Decomposition of Covariance Matrices Using Neural Network Parametrization
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-01-01
err5
errOAAI
errBaes, Michel; Herrera, Calypso; Neufeld, Ariel; Ruyssen, Pierre
err分享
err收藏
Forecasting directional movements of stock prices for intraday trading using LSTM and random forests
errFINANCE RESEARCH LETTERS
IF6.9
err2022-05-01
err66
errOAAI
errGhosh, Pushpendu; Neufeld, Ariel; Sahoo, Jajati Keshari
err分享
err收藏
DEEP SPLITTING METHOD FOR PARABOLIC PDEs
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2021-09-13
err43
errOAAI
errBeck, Christian; Becker, Sebastian; Cheridito, Patrick; Jentzen, Arnulf; Neufeld, Ariel
err分享
err收藏

研究方向

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合作学者
合作期刊
S
S. Becker
H 指数: 94 · 论文数: 623
C
Christian Beck
H 指数: 54 · 论文数: 448
A
Arnulf Jentzen
H 指数: 39 · 论文数: 237
P
Patrick Cheridito
H 指数: 33 · 论文数: 111
C
Christian Beck
H 指数: 33 · 论文数: 191
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