Kriebel, Johannes; Stitz, Lennart Credit default prediction from user-generated text in peer-to-peer lending using deep learning. (English) Zbl 07530106 Eur. J. Oper. Res. 302, No. 1, 309-323 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{J. Kriebel} and \textit{L. Stitz}, Eur. J. Oper. Res. 302, No. 1, 309--323 (2022; Zbl 07530106) Full Text: DOI OpenURL
De Moor, Bram J.; Gijsbrechts, Joren; Boute, Robert N. Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management. (English) Zbl 07529758 Eur. J. Oper. Res. 301, No. 2, 535-545 (2022). MSC: 90Bxx PDF BibTeX XML Cite \textit{B. J. De Moor} et al., Eur. J. Oper. Res. 301, No. 2, 535--545 (2022; Zbl 07529758) Full Text: DOI OpenURL
Aricioğlu, Burak; Uzun, Süleyman; Kaçar, Sezgin Deep learning based classification of time series of Chen and Rössler chaotic systems over their graphic images. (English) Zbl 07529719 Physica D 435, Article ID 133306, 11 p. (2022). MSC: 68T07 PDF BibTeX XML Cite \textit{B. Aricioğlu} et al., Physica D 435, Article ID 133306, 11 p. (2022; Zbl 07529719) Full Text: DOI OpenURL
Zhao, Ying; Li, Liang; Lanteri, Stéphane; Viquerat, Jonathan Dynamic metasurface control using deep reinforcement learning. (English) Zbl 07529448 Math. Comput. Simul. 197, 377-395 (2022). MSC: 93-XX 92-XX PDF BibTeX XML Cite \textit{Y. Zhao} et al., Math. Comput. Simul. 197, 377--395 (2022; Zbl 07529448) Full Text: DOI OpenURL
Wang, Dandan; Xu, Jinlan; Gao, Fei; Wang, Charlie C. L.; Gu, Renshu; Lin, Fei; Rabczuk, Timon; Xu, Gang IGA-reuse-NET: a deep-learning-based isogeometric analysis-reuse approach with topology-consistent parameterization. (English) Zbl 07529315 Comput. Aided Geom. Des. 95, Article ID 102087, 16 p. (2022). MSC: 65Dxx PDF BibTeX XML Cite \textit{D. Wang} et al., Comput. Aided Geom. Des. 95, Article ID 102087, 16 p. (2022; Zbl 07529315) Full Text: DOI OpenURL
Jiao, Yuling; Lai, Yanming; Li, Dingwei; Lu, Xiliang; Wang, Fengru; Wang, Yang; Yang, Jerry Zhijian A rate of convergence of physics informed neural networks for the linear second order elliptic PDEs. (English) Zbl 07529228 Commun. Comput. Phys. 31, No. 4, 1272-1295 (2022). MSC: 62G05 65N12 65N15 68T07 PDF BibTeX XML Cite \textit{Y. Jiao} et al., Commun. Comput. Phys. 31, No. 4, 1272--1295 (2022; Zbl 07529228) Full Text: DOI OpenURL
Guo, Hailong; Yang, Xu Deep unfitted Nitsche method for elliptic interface problems. (English) Zbl 07529224 Commun. Comput. Phys. 31, No. 4, 1162-1179 (2022). MSC: 78M10 78A48 47A70 35P99 PDF BibTeX XML Cite \textit{H. Guo} and \textit{X. Yang}, Commun. Comput. Phys. 31, No. 4, 1162--1179 (2022; Zbl 07529224) Full Text: DOI OpenURL
Wan, Xiaoliang; Wei, Shuangqing VAE-KRnet and its applications to variational Bayes. (English) Zbl 07529220 Commun. Comput. Phys. 31, No. 4, 1049-1082 (2022). MSC: 62C10 62G07 65C20 65C60 PDF BibTeX XML Cite \textit{X. Wan} and \textit{S. Wei}, Commun. Comput. Phys. 31, No. 4, 1049--1082 (2022; Zbl 07529220) Full Text: DOI OpenURL
Duan, Chenguang; Jiao, Yuling; Lai, Yanming; Li, Dingwei; Lu, Xiliang; Yang, Jerry Zhijian Convergence rate analysis for deep Ritz method. (English) Zbl 07529219 Commun. Comput. Phys. 31, No. 4, 1020-1048 (2022). MSC: 62G05 65N12 65N15 68T07 PDF BibTeX XML Cite \textit{C. Duan} et al., Commun. Comput. Phys. 31, No. 4, 1020--1048 (2022; Zbl 07529219) Full Text: DOI OpenURL
Mikhailov, A. M.; Karavay, M. F.; Sivtsov, V. A. Instantaneous learning in pattern recognition. (English. Russian original) Zbl 07528565 Autom. Remote Control 83, No. 3, 417-425 (2022); translation from Avtom. Telemekh. 2022, No. 3, 144-155 (2022). MSC: 68-XX PDF BibTeX XML Cite \textit{A. M. Mikhailov} et al., Autom. Remote Control 83, No. 3, 417--425 (2022; Zbl 07528565); translation from Avtom. Telemekh. 2022, No. 3, 144--155 (2022) Full Text: DOI OpenURL
Sirignano, Justin; Spiliopoulos, Konstantinos Mean field analysis of deep neural networks. (English) Zbl 07527983 Math. Oper. Res. 47, No. 1, 120-152 (2022). MSC: 68T07 PDF BibTeX XML Cite \textit{J. Sirignano} and \textit{K. Spiliopoulos}, Math. Oper. Res. 47, No. 1, 120--152 (2022; Zbl 07527983) Full Text: DOI OpenURL
Guan, Yifei; Chattopadhyay, Ashesh; Subel, Adam; Hassanzadeh, Pedram Stable a posteriori LES of 2D turbulence using convolutional neural networks: backscattering analysis and generalization to higher \(Re\) via transfer learning. (English) Zbl 07527717 J. Comput. Phys. 458, Article ID 111090, 22 p. (2022). MSC: 76Fxx 76-XX 76Mxx PDF BibTeX XML Cite \textit{Y. Guan} et al., J. Comput. Phys. 458, Article ID 111090, 22 p. (2022; Zbl 07527717) Full Text: DOI OpenURL
Nguyen, Long; Raissi, Maziar; Seshaiyer, Padmanabhan Modeling, analysis and physics informed neural network approaches for studying the dynamics of COVID-19 involving human-human and human-pathogen interaction. (English) Zbl 07527529 Comput. Math. Biophys. 10, No. 1, 1-17 (2022). MSC: 92D30 68T07 PDF BibTeX XML Cite \textit{L. Nguyen} et al., Comput. Math. Biophys. 10, No. 1, 1--17 (2022; Zbl 07527529) Full Text: DOI OpenURL
Abdeljawad, Ahmed; Grohs, Philipp Approximations with deep neural networks in Sobolev time-space. (English) Zbl 07527314 Anal. Appl., Singap. 20, No. 3, 499-541 (2022). MSC: 35A35 41A25 41A46 46E35 68T05 68T07 PDF BibTeX XML Cite \textit{A. Abdeljawad} and \textit{P. Grohs}, Anal. Appl., Singap. 20, No. 3, 499--541 (2022; Zbl 07527314) Full Text: DOI OpenURL
Liu, Chen-Xu; Yu, Gui-Lan Inverse design of locally resonant metabarrier by deep learning with a rule-based topology dataset. (English) Zbl 07526227 Comput. Methods Appl. Mech. Eng. 394, Article ID 114925, 18 p. (2022). MSC: 74-XX 93-XX PDF BibTeX XML Cite \textit{C.-X. Liu} and \textit{G.-L. Yu}, Comput. Methods Appl. Mech. Eng. 394, Article ID 114925, 18 p. (2022; Zbl 07526227) Full Text: DOI OpenURL
Yu, Jeremy; Lu, Lu; Meng, Xuhui; Karniadakis, George Em Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems. (English) Zbl 07526130 Comput. Methods Appl. Mech. Eng. 393, Article ID 114823, 22 p. (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{J. Yu} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114823, 22 p. (2022; Zbl 07526130) Full Text: DOI OpenURL
Lu, Lu; Meng, Xuhui; Cai, Shengze; Mao, Zhiping; Goswami, Somdatta; Zhang, Zhongqiang; Karniadakis, George Em A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data. (English) Zbl 07526108 Comput. Methods Appl. Mech. Eng. 393, Article ID 114778, 35 p. (2022). MSC: 68-XX 65-XX PDF BibTeX XML Cite \textit{L. Lu} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114778, 35 p. (2022; Zbl 07526108) Full Text: DOI OpenURL
Bai, Jinshuai; Zhou, Ying; Ma, Yuwei; Jeong, Hyogu; Zhan, Haifei; Rathnayaka, Charith; Sauret, Emilie; Gu, Yuantong A general neural particle method for hydrodynamics modeling. (English) Zbl 07526096 Comput. Methods Appl. Mech. Eng. 393, Article ID 114740, 21 p. (2022). MSC: 76-XX 92-XX PDF BibTeX XML Cite \textit{J. Bai} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114740, 21 p. (2022; Zbl 07526096) Full Text: DOI OpenURL
Rivera, Jon A.; Taylor, Jamie M.; Omella, Ángel J.; Pardo, David On quadrature rules for solving partial differential equations using neural networks. (English) Zbl 07526087 Comput. Methods Appl. Mech. Eng. 393, Article ID 114710, 21 p. (2022). MSC: 35A25 65N50 68T07 PDF BibTeX XML Cite \textit{J. A. Rivera} et al., Comput. Methods Appl. Mech. Eng. 393, Article ID 114710, 21 p. (2022; Zbl 07526087) Full Text: DOI OpenURL
Alzubi, Ahmad Learner performance prediction in the e-learning platform using the optimized deep long short-term memory classifier. (English) Zbl 07526032 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 2, Article ID 2150051, 29 p. (2022). MSC: 68T20 PDF BibTeX XML Cite \textit{A. Alzubi}, Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 2, Article ID 2150051, 29 p. (2022; Zbl 07526032) Full Text: DOI OpenURL
Lin, Guang; Wang, Yating; Zhang, Zecheng Multi-variance replica exchange SGMCMC for inverse and forward problems via Bayesian PINN. (English) Zbl 07525156 J. Comput. Phys. 460, Article ID 111173, 15 p. (2022). MSC: 65Cxx 60Jxx 65Lxx PDF BibTeX XML Cite \textit{G. Lin} et al., J. Comput. Phys. 460, Article ID 111173, 15 p. (2022; Zbl 07525156) Full Text: DOI OpenURL
Margenberg, Nils; Hartmann, Dirk; Lessig, Christian; Richter, Thomas A neural network multigrid solver for the Navier-Stokes equations. (English) Zbl 07525148 J. Comput. Phys. 460, Article ID 110983, 19 p. (2022). MSC: 65Nxx 76Dxx 76Mxx PDF BibTeX XML Cite \textit{N. Margenberg} et al., J. Comput. Phys. 460, Article ID 110983, 19 p. (2022; Zbl 07525148) Full Text: DOI OpenURL
Bos, Thijs; Schmidt-Hieber, Johannes Convergence rates of deep ReLU networks for multiclass classification. (English) Zbl 07524984 Electron. J. Stat. 16, No. 1, 2724-2773 (2022). MSC: 62G05 68T07 PDF BibTeX XML Cite \textit{T. Bos} and \textit{J. Schmidt-Hieber}, Electron. J. Stat. 16, No. 1, 2724--2773 (2022; Zbl 07524984) Full Text: DOI Link OpenURL
Wang, Jia-Ji; Wang, Chen; Fan, Jian-Sheng; Mo, Y. L. A deep learning framework for constitutive modeling based on temporal convolutional network. (English) Zbl 07524781 J. Comput. Phys. 449, Article ID 110784, 19 p. (2022). MSC: 68Txx 74Cxx 74Axx PDF BibTeX XML Cite \textit{J.-J. Wang} et al., J. Comput. Phys. 449, Article ID 110784, 19 p. (2022; Zbl 07524781) Full Text: DOI OpenURL
Taghizadeh, Ehsan; Byrne, Helen M.; Wood, Brian D. Explicit physics-informed neural networks for nonlinear closure: the case of transport in tissues. (English) Zbl 07524778 J. Comput. Phys. 449, Article ID 110781, 21 p. (2022). MSC: 92Cxx 35Qxx 68Txx PDF BibTeX XML Cite \textit{E. Taghizadeh} et al., J. Comput. Phys. 449, Article ID 110781, 21 p. (2022; Zbl 07524778) Full Text: DOI OpenURL
Fan, Yuwei; Ying, Lexing Solving inverse wave scattering with deep learning. (English) Zbl 07524378 Ann. Math. Sci. Appl. 7, No. 1, 23-48 (2022). MSC: 65N21 68T07 74J25 86A22 PDF BibTeX XML Cite \textit{Y. Fan} and \textit{L. Ying}, Ann. Math. Sci. Appl. 7, No. 1, 23--48 (2022; Zbl 07524378) Full Text: DOI OpenURL
Huang, Jianguo; Wang, Chunmei; Wang, Haoqin A deep learning method for elliptic hemivariational inequalities. (English) Zbl 07524365 East Asian J. Appl. Math. 12, No. 3, 487-502 (2022). MSC: 65K15 68T07 68U99 PDF BibTeX XML Cite \textit{J. Huang} et al., East Asian J. Appl. Math. 12, No. 3, 487--502 (2022; Zbl 07524365) Full Text: DOI OpenURL
Heaton, Howard; Fung, Samy Wu; Lin, Alex Tong; Osher, Stanley; Yin, Wotao Wasserstein-based projections with applications to inverse problems. (English) Zbl 07524173 SIAM J. Math. Data Sci. 4, No. 2, 581-603 (2022). MSC: 65K10 65F22 92C55 PDF BibTeX XML Cite \textit{H. Heaton} et al., SIAM J. Math. Data Sci. 4, No. 2, 581--603 (2022; Zbl 07524173) Full Text: DOI OpenURL
Tang, Kejun; Wan, Xiaoliang; Liao, Qifeng Adaptive deep density approximation for Fokker-Planck equations. (English) Zbl 07523824 J. Comput. Phys. 457, Article ID 111080, 19 p. (2022). MSC: 65Nxx 60Hxx 65Cxx PDF BibTeX XML Cite \textit{K. Tang} et al., J. Comput. Phys. 457, Article ID 111080, 19 p. (2022; Zbl 07523824) Full Text: DOI OpenURL
Aghahadi, Zeinab; Talebpour, Alireza Avicenna: a challenge dataset for natural language generation toward commonsense syllogistic reasoning. (English) Zbl 07523494 J. Appl. Non-Class. Log. 32, No. 1, 55-71 (2022). MSC: 03-XX PDF BibTeX XML Cite \textit{Z. Aghahadi} and \textit{A. Talebpour}, J. Appl. Non-Class. Log. 32, No. 1, 55--71 (2022; Zbl 07523494) Full Text: DOI OpenURL
Truong, Tuyen Trung; Nguyen, Hang-Tuan Backtracking gradient descent method and some applications in large scale optimisation. I: theory. (English) Zbl 07523120 Minimax Theory Appl. 7, No. 1, 079-108 (2022). MSC: 65Kxx 68Txx 49Mxx 68Uxx PDF BibTeX XML Cite \textit{T. T. Truong} and \textit{H.-T. Nguyen}, Minimax Theory Appl. 7, No. 1, 079--108 (2022; Zbl 07523120) Full Text: Link OpenURL
Lu, Jianfeng; Steinerberger, Stefan Neural collapse under cross-entropy loss. (English) Zbl 07522508 Appl. Comput. Harmon. Anal. 59, 224-241 (2022). MSC: 68T07 42C15 90C26 PDF BibTeX XML Cite \textit{J. Lu} and \textit{S. Steinerberger}, Appl. Comput. Harmon. Anal. 59, 224--241 (2022; Zbl 07522508) Full Text: DOI OpenURL
Andrade-Loarca, Héctor; Kutyniok, Gitta; Öktem, Ozan; Petersen, Philipp Deep microlocal reconstruction for limited-angle tomography. (English) Zbl 07522506 Appl. Comput. Harmon. Anal. 59, 155-197 (2022). MSC: 65-XX 35A18 65T60 68T10 PDF BibTeX XML Cite \textit{H. Andrade-Loarca} et al., Appl. Comput. Harmon. Anal. 59, 155--197 (2022; Zbl 07522506) Full Text: DOI OpenURL
Murray, M.; Abrol, V.; Tanner, J. Activation function design for deep networks: linearity and effective initialisation. (English) Zbl 07522505 Appl. Comput. Harmon. Anal. 59, 117-154 (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{M. Murray} et al., Appl. Comput. Harmon. Anal. 59, 117--154 (2022; Zbl 07522505) Full Text: DOI OpenURL
Liu, Chaoyue; Zhu, Libin; Belkin, Mikhail Loss landscapes and optimization in over-parameterized non-linear systems and neural networks. (English) Zbl 07522504 Appl. Comput. Harmon. Anal. 59, 85-116 (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{C. Liu} et al., Appl. Comput. Harmon. Anal. 59, 85--116 (2022; Zbl 07522504) Full Text: DOI OpenURL
Lucor, Didier; Agrawal, Atul; Sergent, Anne Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection. (English) Zbl 07518100 J. Comput. Phys. 456, Article ID 111022, 20 p. (2022). MSC: 76Fxx 76Mxx 68Txx PDF BibTeX XML Cite \textit{D. Lucor} et al., J. Comput. Phys. 456, Article ID 111022, 20 p. (2022; Zbl 07518100) Full Text: DOI OpenURL
Chen, Yuyan; Dong, Bin; Xu, Jinchao Meta-mgnet: meta multigrid networks for solving parameterized partial differential equations. (English) Zbl 07518081 J. Comput. Phys. 455, Article ID 110996, 26 p. (2022). MSC: 65Nxx 68Txx 76Mxx PDF BibTeX XML Cite \textit{Y. Chen} et al., J. Comput. Phys. 455, Article ID 110996, 26 p. (2022; Zbl 07518081) Full Text: DOI OpenURL
Takahashi, Akihiko; Tsuchida, Yoshifumi; Yamada, Toshihiro A new efficient approximation scheme for solving high-dimensional semilinear PDEs: control variate method for deep BSDE solver. (English) Zbl 07518053 J. Comput. Phys. 454, Article ID 110956, 39 p. (2022). MSC: 60Hxx 91Gxx 65Cxx PDF BibTeX XML Cite \textit{A. Takahashi} et al., J. Comput. Phys. 454, Article ID 110956, 39 p. (2022; Zbl 07518053) Full Text: DOI OpenURL
Lyu, Liyao; Zhang, Zhen; Chen, Minxin; Chen, Jingrun MIM: a deep mixed residual method for solving high-order partial differential equations. (English) Zbl 07517751 J. Comput. Phys. 452, Article ID 110930, 16 p. (2022). MSC: 65Nxx 65Mxx 68Txx PDF BibTeX XML Cite \textit{L. Lyu} et al., J. Comput. Phys. 452, Article ID 110930, 16 p. (2022; Zbl 07517751) Full Text: DOI OpenURL
Kilgour, Michael; Simine, Lena Inside the black box: a physical basis for the effectiveness of deep generative models of amorphous materials. (English) Zbl 07517726 J. Comput. Phys. 452, Article ID 110885, 14 p. (2022). MSC: 92-XX 68-XX PDF BibTeX XML Cite \textit{M. Kilgour} and \textit{L. Simine}, J. Comput. Phys. 452, Article ID 110885, 14 p. (2022; Zbl 07517726) Full Text: DOI OpenURL
Xu, Kailai; Darve, Eric Physics constrained learning for data-driven inverse modeling from sparse observations. (English) Zbl 07517712 J. Comput. Phys. 453, Article ID 110938, 24 p. (2022). MSC: 65Nxx 49Mxx 65Yxx PDF BibTeX XML Cite \textit{K. Xu} and \textit{E. Darve}, J. Comput. Phys. 453, Article ID 110938, 24 p. (2022; Zbl 07517712) Full Text: DOI OpenURL
Caragea, Andrei; Lee, Dae Gwan; Maly, Johannes; Pfander, Götz; Voigtlaender, Felix Quantitative approximation results for complex-valued neural networks. (English) Zbl 07517703 SIAM J. Math. Data Sci. 4, No. 2, 553-580 (2022). MSC: 68T07 41A25 41A46 PDF BibTeX XML Cite \textit{A. Caragea} et al., SIAM J. Math. Data Sci. 4, No. 2, 553--580 (2022; Zbl 07517703) Full Text: DOI OpenURL
Bah, Bubacarr; Rauhut, Holger; Terstiege, Ulrich; Westdickenberg, Michael Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers. (English) Zbl 07517500 Inf. Inference 11, No. 1, 307-353 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{B. Bah} et al., Inf. Inference 11, No. 1, 307--353 (2022; Zbl 07517500) Full Text: DOI OpenURL
Iba, Hitoshi Swarm intelligence and deep evolution. Evolutionary approach to artificial intelligence. (English) Zbl 07517354 Boca Raton, FL: CRC Press/Science Publishers (ISBN 978-1-032-00915-5/hbk; 978-1-032-00917-9/pbk; 978-1-003-17636-7/ebook). ix, 278 p. (2022). MSC: 68-01 68T05 68T07 68W50 PDF BibTeX XML Cite \textit{H. Iba}, Swarm intelligence and deep evolution. Evolutionary approach to artificial intelligence. Boca Raton, FL: CRC Press/Science Publishers (2022; Zbl 07517354) OpenURL
Osipyan, Hasmik; Edwards, Bosede Iyiade; Cheok, Adrian David Deep neural network applications. (English) Zbl 07517351 Boca Raton, FL: CRC Press/Science Publishers (ISBN 978-0-367-21146-2/hbk; 978-1-032-22903-4/pbk; 978-0-429-26568-6/ebook). 158 p. (2022). MSC: 68-02 68T07 PDF BibTeX XML Cite \textit{H. Osipyan} et al., Deep neural network applications. Boca Raton, FL: CRC Press/Science Publishers (2022; Zbl 07517351) Full Text: DOI OpenURL
Li, Ying; Zhou, Zuojia; Ying, Shihui DeLISA: deep learning based iteration scheme approximation for solving PDEs. (English) Zbl 07517170 J. Comput. Phys. 451, Article ID 110884, 23 p. (2022). MSC: 65Mxx 35Kxx 68Txx PDF BibTeX XML Cite \textit{Y. Li} et al., J. Comput. Phys. 451, Article ID 110884, 23 p. (2022; Zbl 07517170) Full Text: DOI OpenURL
Hassanaly, Malik; Glaws, Andrew; Stengel, Karen; King, Ryan N. Adversarial sampling of unknown and high-dimensional conditional distributions. (English) Zbl 07517116 J. Comput. Phys. 450, Article ID 110853, 21 p. (2022). MSC: 76Fxx 65Cxx 76-XX PDF BibTeX XML Cite \textit{M. Hassanaly} et al., J. Comput. Phys. 450, Article ID 110853, 21 p. (2022; Zbl 07517116) Full Text: DOI OpenURL
Vega-Márquez, Belén; Rubio-Escudero, Cristina; Nepomuceno-Chamorro, Isabel Generation of synthetic data with conditional generative adversarial networks. (English) Zbl 07517091 Log. J. IGPL 30, No. 2, 252-262 (2022). MSC: 03-XX 68-XX PDF BibTeX XML Cite \textit{B. Vega-Márquez} et al., Log. J. IGPL 30, No. 2, 252--262 (2022; Zbl 07517091) Full Text: DOI OpenURL
Cárdenas-Montes, Miguel Uncertainty estimation in the forecasting of the \(^{222}Rn\) radiation level time series at the Canfranc underground laboratory. (English) Zbl 07517089 Log. J. IGPL 30, No. 2, 227-238 (2022). MSC: 03-XX 68-XX PDF BibTeX XML Cite \textit{M. Cárdenas-Montes}, Log. J. IGPL 30, No. 2, 227--238 (2022; Zbl 07517089) Full Text: DOI OpenURL
Grigsby, J. Elisenda; Lindsey, Kathryn On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networks. (English) Zbl 07516938 SIAM J. Appl. Algebra Geom. 6, No. 2, 216-242 (2022). MSC: 68T07 57R70 57Q99 52B70 52C35 PDF BibTeX XML Cite \textit{J. E. Grigsby} and \textit{K. Lindsey}, SIAM J. Appl. Algebra Geom. 6, No. 2, 216--242 (2022; Zbl 07516938) Full Text: DOI OpenURL
Opschoor, Joost A. A.; Schwab, Christoph; Zech, Jakob Deep learning in high dimension: ReLU neural network expression for Bayesian PDE inversion. (English) Zbl 07516522 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 419-462 (2022). MSC: 62F15 65N21 62M45 68Q32 41A25 PDF BibTeX XML Cite \textit{J. A. A. Opschoor} et al., Radon Ser. Comput. Appl. Math. 29, 419--462 (2022; Zbl 07516522) Full Text: DOI OpenURL
Grünbaum, Daniel Narrowing the gap between combinatorial and hyperbolic knot invariants via deep learning. (English) Zbl 07516325 J. Knot Theory Ramifications 31, No. 1, Article ID 2250003, 19 p. (2022). MSC: 57K10 PDF BibTeX XML Cite \textit{D. Grünbaum}, J. Knot Theory Ramifications 31, No. 1, Article ID 2250003, 19 p. (2022; Zbl 07516325) Full Text: DOI OpenURL
Pintea, Silvia L.; Sharma, Siddharth; Vossepoel, Femke C.; van Gemert, Jan C.; Loog, Marco; Verschuur, Dirk J. Seismic inversion with deep learning. A proposal for litho-type classification. (English) Zbl 07513784 Comput. Geosci. 26, No. 2, 351-364 (2022). MSC: 86A15 86A22 86A32 68T07 PDF BibTeX XML Cite \textit{S. L. Pintea} et al., Comput. Geosci. 26, No. 2, 351--364 (2022; Zbl 07513784) Full Text: DOI OpenURL
Razak, Syamil Mohd; Jiang, Anyue; Jafarpour, Behnam Latent-space inversion (LSI): a deep learning framework for inverse mapping of subsurface flow data. (English) Zbl 07513771 Comput. Geosci. 26, No. 1, 71-99 (2022). MSC: 86A05 86A32 86A22 68T07 PDF BibTeX XML Cite \textit{S. M. Razak} et al., Comput. Geosci. 26, No. 1, 71--99 (2022; Zbl 07513771) Full Text: DOI OpenURL
Razak, Syamil Mohd; Jafarpour, Behnam Conditioning generative adversarial networks on nonlinear data for subsurface flow model calibration and uncertainty quantification. (English) Zbl 07513769 Comput. Geosci. 26, No. 1, 29-52 (2022). MSC: 86A32 68T05 86A05 PDF BibTeX XML Cite \textit{S. M. Razak} and \textit{B. Jafarpour}, Comput. Geosci. 26, No. 1, 29--52 (2022; Zbl 07513769) Full Text: DOI OpenURL
Li, Si; Ye, Wenquan; Li, Fenghuan LU-Net: combining LSTM and U-Net for sinogram synthesis in sparse-view SPECT reconstruction. (English) Zbl 07513354 Math. Biosci. Eng. 19, No. 4, 4320-4340 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{S. Li} et al., Math. Biosci. Eng. 19, No. 4, 4320--4340 (2022; Zbl 07513354) Full Text: DOI OpenURL
Li, Qirui; Zhang, Baikun; Cui, Delong; Peng, Zhiping; He, Jieguang The research of recognition of peep door open state of ethylene cracking furnace based on deep learning. (English) Zbl 07513314 Math. Biosci. Eng. 19, No. 4, 3472-3486 (2022). MSC: 93C83 68T07 PDF BibTeX XML Cite \textit{Q. Li} et al., Math. Biosci. Eng. 19, No. 4, 3472--3486 (2022; Zbl 07513314) Full Text: DOI OpenURL
Wang, Xianfang; Li, Qimeng; Liu, Yifeng; Du, Zhiyong; Jin, Ruixia Drug repositioning of COVID-19 based on mixed graph network and ion channel. (English) Zbl 07513305 Math. Biosci. Eng. 19, No. 4, 3269-3284 (2022). MSC: 92C50 68T07 PDF BibTeX XML Cite \textit{X. Wang} et al., Math. Biosci. Eng. 19, No. 4, 3269--3284 (2022; Zbl 07513305) Full Text: DOI OpenURL
Rong, Huan; Ma, Tinghuai; Cao, Xinyu; Yu, Xin; Chen, Gongchi TEP2MP: a text-emotion prediction model oriented to multi-participant text-conversation scenario with hybrid attention enhancement. (English) Zbl 07513276 Math. Biosci. Eng. 19, No. 3, 2671-2699 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{H. Rong} et al., Math. Biosci. Eng. 19, No. 3, 2671--2699 (2022; Zbl 07513276) Full Text: DOI OpenURL
Xu, Wenjun; Zhao, Zihao; Zhang, Hongwei; Hu, Minglei; Yang, Ning; Wang, Hui; Wang, Chao; Jiao, Jun; Gu, Lichuan Deep neural learning based protein function prediction. (English) Zbl 07513268 Math. Biosci. Eng. 19, No. 3, 2471-2488 (2022). MSC: 92C40 68T07 PDF BibTeX XML Cite \textit{W. Xu} et al., Math. Biosci. Eng. 19, No. 3, 2471--2488 (2022; Zbl 07513268) Full Text: DOI OpenURL
Tan, Guanru; Huang, Boyu; Cui, Zhihan; Dou, Haowen; Zheng, Shiqiang; Zhou, Teng A noise-immune reinforcement learning method for early diagnosis of neuropsychiatric systemic lupus erythematosus. (English) Zbl 07513258 Math. Biosci. Eng. 19, No. 3, 2219-2239 (2022). MSC: 92C50 68T07 PDF BibTeX XML Cite \textit{G. Tan} et al., Math. Biosci. Eng. 19, No. 3, 2219--2239 (2022; Zbl 07513258) Full Text: DOI OpenURL
Panigrahi, Santisudha; Bhuyan, Ruchi; Kumar, Kundan; Nayak, Janmenjoy; Swarnkar, Tripti Multistage classification of oral histopathological images using improved residual network. (English) Zbl 07513244 Math. Biosci. Eng. 19, No. 2, 1909-1925 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{S. Panigrahi} et al., Math. Biosci. Eng. 19, No. 2, 1909--1925 (2022; Zbl 07513244) Full Text: DOI OpenURL
Jing, Xin; Luo, Jungang; Zhang, Shangyao; Wei, Na Runoff forecasting model based on variational mode decomposition and artificial neural networks. (English) Zbl 07513230 Math. Biosci. Eng. 19, No. 2, 1633-1648 (2022). MSC: 91B76 68T07 PDF BibTeX XML Cite \textit{X. Jing} et al., Math. Biosci. Eng. 19, No. 2, 1633--1648 (2022; Zbl 07513230) Full Text: DOI OpenURL
Chen, Kezhou; Lu, Xu; Chen, Rongjun; Liu, Jun Wireless wearable biosensor smart physiological monitoring system for risk avoidance and rescue. (English) Zbl 07513223 Math. Biosci. Eng. 19, No. 2, 1496-1514 (2022). MSC: 92C47 92C50 PDF BibTeX XML Cite \textit{K. Chen} et al., Math. Biosci. Eng. 19, No. 2, 1496--1514 (2022; Zbl 07513223) Full Text: DOI OpenURL
Lv, Peiqing; Wang, Jinke; Zhang, Xiangyang; Ji, Chunlei; Zhou, Lubiao; Wang, Haiying An improved residual U-Net with morphological-based loss function for automatic liver segmentation in computed tomography. (English) Zbl 07513220 Math. Biosci. Eng. 19, No. 2, 1426-1447 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{P. Lv} et al., Math. Biosci. Eng. 19, No. 2, 1426--1447 (2022; Zbl 07513220) Full Text: DOI OpenURL
Liu, Zilong; Li, Jingbing; Liu, Jing Encrypted face recognition algorithm based on Ridgelet-DCT transform and THM chaos. (English) Zbl 07513217 Math. Biosci. Eng. 19, No. 2, 1373-1387 (2022). MSC: 68T10 68T07 PDF BibTeX XML Cite \textit{Z. Liu} et al., Math. Biosci. Eng. 19, No. 2, 1373--1387 (2022; Zbl 07513217) Full Text: DOI OpenURL
Roslidar, Roslidar; Syaryadhi, Mohd; Saddami, Khairun; Pradhan, Biswajeet; Arnia, Fitri; Syukri, Maimun; Munadi, Khairul BreaCNet: a high-accuracy breast thermogram classifier based on mobile convolutional neural network. (English) Zbl 07513214 Math. Biosci. Eng. 19, No. 2, 1304-1331 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{R. Roslidar} et al., Math. Biosci. Eng. 19, No. 2, 1304--1331 (2022; Zbl 07513214) Full Text: DOI OpenURL
Yin, Shuwan; Zheng, Jia; Jia, Cangzhi; Zou, Quan; Lin, Zhengkui; Shi, Hua UPFPSR: a ubiquitylation predictor for plant through combining sequence information and random forest. (English) Zbl 07513189 Math. Biosci. Eng. 19, No. 1, 775-791 (2022). MSC: 92D20 92C80 68T07 PDF BibTeX XML Cite \textit{S. Yin} et al., Math. Biosci. Eng. 19, No. 1, 775--791 (2022; Zbl 07513189) Full Text: DOI OpenURL
Nguyen, Van Dong; Vo, Dinh Quoc; Duong, Van Tu; Nguyen, Huy Hung; Nguyen, Tan Tien Reinforcement learning-based optimization of locomotion controller using multiple coupled CPG oscillators for elongated undulating fin propulsion. (English) Zbl 07513187 Math. Biosci. Eng. 19, No. 1, 738-758 (2022). MSC: 93C85 68T07 PDF BibTeX XML Cite \textit{V. D. Nguyen} et al., Math. Biosci. Eng. 19, No. 1, 738--758 (2022; Zbl 07513187) Full Text: DOI OpenURL
Liu, Mengfan; Jiao, Runkai; Nian, Qing Training method and system for stress management and mental health care of managers based on deep learning. (English) Zbl 07513173 Math. Biosci. Eng. 19, No. 1, 371-393 (2022). MSC: 92C50 68T07 PDF BibTeX XML Cite \textit{M. Liu} et al., Math. Biosci. Eng. 19, No. 1, 371--393 (2022; Zbl 07513173) Full Text: DOI OpenURL
Sabir, Zulqurnain; Raja, Muhammad Asif Zahoor; Alnahdi, Abeer S.; Jeelani, Mdi Begum; Abdelkawy, M. A. Numerical investigations of the nonlinear smoke model using the Gudermannian neural networks. (English) Zbl 07513172 Math. Biosci. Eng. 19, No. 1, 351-370 (2022). MSC: 92D30 68T07 68W50 PDF BibTeX XML Cite \textit{Z. Sabir} et al., Math. Biosci. Eng. 19, No. 1, 351--370 (2022; Zbl 07513172) Full Text: DOI OpenURL
Wang, Boyang; Zhang, Wenyu MARnet: multi-scale adaptive residual neural network for chest X-ray images recognition of lung diseases. (English) Zbl 07513171 Math. Biosci. Eng. 19, No. 1, 331-350 (2022). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{B. Wang} and \textit{W. Zhang}, Math. Biosci. Eng. 19, No. 1, 331--350 (2022; Zbl 07513171) Full Text: DOI OpenURL
Almazroi, Abdulwahab Ali Survival prediction among heart patients using machine learning techniques. (English) Zbl 07513161 Math. Biosci. Eng. 19, No. 1, 134-145 (2022). MSC: 92C32 68T07 PDF BibTeX XML Cite \textit{A. A. Almazroi}, Math. Biosci. Eng. 19, No. 1, 134--145 (2022; Zbl 07513161) Full Text: DOI OpenURL
Alway, Alyaa; Zamri, Nur Ezlin; Karim, Syed Anayet; Mansor, Mohd. Asyraf; Mohd Kasihmuddin, Mohd Shareduwan; Mohammed Bazuhair, Muna Major 2 satisfiability logic in discrete Hopfield neural network. (English) Zbl 07513118 Int. J. Comput. Math. 99, No. 5, 924-948 (2022). MSC: 68T07 68R07 PDF BibTeX XML Cite \textit{A. Alway} et al., Int. J. Comput. Math. 99, No. 5, 924--948 (2022; Zbl 07513118) Full Text: DOI OpenURL
Jäger, Georg; Reisinger, Daniel Can we replicate real human behaviour using artificial neural networks? (English) Zbl 07513096 Math. Comput. Model. Dyn. Syst. 28, No. 1, 95-109 (2022). MSC: 91A35 68T07 PDF BibTeX XML Cite \textit{G. Jäger} and \textit{D. Reisinger}, Math. Comput. Model. Dyn. Syst. 28, No. 1, 95--109 (2022; Zbl 07513096) Full Text: DOI OpenURL
Corsini, Noemi; Viroli, Cinzia Dealing with overdispersion in multivariate count data. (English) Zbl 07512633 Comput. Stat. Data Anal. 170, Article ID 107447, 13 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{N. Corsini} and \textit{C. Viroli}, Comput. Stat. Data Anal. 170, Article ID 107447, 13 p. (2022; Zbl 07512633) Full Text: DOI OpenURL
Zhang, Pei; Liu, Siyan; Lu, Dan; Sankaran, Ramanan; Zhang, Guannan An out-of-distribution-aware autoencoder model for reduced chemical kinetics. (English) Zbl 07512209 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913-930 (2022). MSC: 37M05 37N99 35K57 68T07 PDF BibTeX XML Cite \textit{P. Zhang} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 913--930 (2022; Zbl 07512209) Full Text: DOI OpenURL
Xie, Xuping; Bao, Feng; Maier, Thomas; Webster, Clayton Analytic continuation of noisy data using Adams Bashforth residual neural network. (English) Zbl 07512207 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 877-892 (2022). MSC: 68T07 49N30 30B40 93E20 PDF BibTeX XML Cite \textit{X. Xie} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 877--892 (2022; Zbl 07512207) Full Text: DOI OpenURL
Oballe, Christopher; Cherne, Alan; Boothe, Dave; Kerick, Scott; Franaszczuk, Piotr J.; Maroulas, Vasileios Bayesian topological signal processing. (English) Zbl 07512203 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797-817 (2022). MSC: 55N31 68T07 PDF BibTeX XML Cite \textit{C. Oballe} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797--817 (2022; Zbl 07512203) Full Text: DOI OpenURL
Chen, Zheng; Liu, Liu; Mu, Lin Solving the linear transport equation by a deep neural network approach. (English) Zbl 07512197 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 669-686 (2022). MSC: 65M60 35Q49 68T07 PDF BibTeX XML Cite \textit{Z. Chen} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 669--686 (2022; Zbl 07512197) Full Text: DOI OpenURL
Ong, Yong Zheng; Yang, Haizhao Generative imaging and image processing via generative encoder. (English) Zbl 07511766 Inverse Probl. Imaging 16, No. 3, 525-545 (2022). MSC: 68U10 68T07 PDF BibTeX XML Cite \textit{Y. Z. Ong} and \textit{H. Yang}, Inverse Probl. Imaging 16, No. 3, 525--545 (2022; Zbl 07511766) Full Text: DOI OpenURL
Parhi, Rahul; Nowak, Robert D. What kinds of functions do deep neural networks learn? Insights from variational spline theory. (English) Zbl 07511677 SIAM J. Math. Data Sci. 4, No. 2, 464-489 (2022). MSC: 68T05 82C32 94A12 46E27 47A52 PDF BibTeX XML Cite \textit{R. Parhi} and \textit{R. D. Nowak}, SIAM J. Math. Data Sci. 4, No. 2, 464--489 (2022; Zbl 07511677) Full Text: DOI OpenURL
Fokina, Daria; Iliev, Oleg; Oseledets, Ivan Deep neural networks and adaptive quadrature for solving variational problems. (English) Zbl 07511656 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 13th international conference, LSSC 2021, Sozopol, Bulgaria, June 7–11, 2021. Revised selected papers. Cham: Springer. Lect. Notes Comput. Sci. 13127, 369-377 (2022). MSC: 65D32 68T07 PDF BibTeX XML Cite \textit{D. Fokina} et al., Lect. Notes Comput. Sci. 13127, 369--377 (2022; Zbl 07511656) Full Text: DOI OpenURL
Titsias, Michalis K.; Sygnowski, Jakub; Chen, Yutian Sequential changepoint detection in neural networks with checkpoints. (English) Zbl 07511138 Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022). MSC: 62-08 62F03 62L10 68T07 PDF BibTeX XML Cite \textit{M. K. Titsias} et al., Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022; Zbl 07511138) Full Text: DOI OpenURL
Liu, C.; Fu, R.; Xiao, D.; Stefanescu, R.; Sharma, P.; Zhu, C.; Sun, S.; Wang, C. EnKF data-driven reduced order assimilation system. (English) Zbl 07511107 Eng. Anal. Bound. Elem. 139, 46-55 (2022). MSC: 76-XX 86-XX PDF BibTeX XML Cite \textit{C. Liu} et al., Eng. Anal. Bound. Elem. 139, 46--55 (2022; Zbl 07511107) Full Text: DOI OpenURL
Dryuchenko, M. A.; Sirota, A. A. Image stegoanalysis using deep neural networks and heteroassociative integral transformations. (Russian. English summary) Zbl 07510661 Prikl. Diskretn. Mat. 2022, No. 55, 35-58 (2022). MSC: 68-XX 92-XX PDF BibTeX XML Cite \textit{M. A. Dryuchenko} and \textit{A. A. Sirota}, Prikl. Diskretn. Mat. 2022, No. 55, 35--58 (2022; Zbl 07510661) Full Text: DOI MNR OpenURL
Lindeberg, Tony Scale-covariant and scale-invariant Gaussian derivative networks. (English) Zbl 07510341 J. Math. Imaging Vis. 64, No. 3, 223-242 (2022). MSC: 68-XX 94-XX PDF BibTeX XML Cite \textit{T. Lindeberg}, J. Math. Imaging Vis. 64, No. 3, 223--242 (2022; Zbl 07510341) Full Text: DOI OpenURL
Fraccaroli, Michele; Lamma, Evelina; Riguzzi, Fabrizio Symbolic DNN-tuner. (English) Zbl 07510323 Mach. Learn. 111, No. 2, 625-650 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Fraccaroli} et al., Mach. Learn. 111, No. 2, 625--650 (2022; Zbl 07510323) Full Text: DOI OpenURL
Atashgahi, Zahra; Sokar, Ghada; van der Lee, Tim; Mocanu, Elena; Mocanu, Decebal Constantin; Veldhuis, Raymond; Pechenizkiy, Mykola Quick and robust feature selection: the strength of energy-efficient sparse training for autoencoders. (English) Zbl 07510316 Mach. Learn. 111, No. 1, 377-414 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Atashgahi} et al., Mach. Learn. 111, No. 1, 377--414 (2022; Zbl 07510316) Full Text: DOI OpenURL
Shafiya, M.; Nagamani, G. Extended dissipativity criterion for fractional-order neural networks with time-varying parameter and interval uncertainties. (English) Zbl 07507648 Comput. Appl. Math. 41, No. 3, Paper No. 95, 24 p. (2022). MSC: 26A33 68T07 93D05 PDF BibTeX XML Cite \textit{M. Shafiya} and \textit{G. Nagamani}, Comput. Appl. Math. 41, No. 3, Paper No. 95, 24 p. (2022; Zbl 07507648) Full Text: DOI OpenURL
Zeng, Jun; Alassafi, Madini O.; Song, Ke Simulation of fuzzy neural network algorithm in dynamic nonlinear system. (English) Zbl 07507590 Fractals 30, No. 2, Article ID 2240106, 11 p. (2022). MSC: 93B30 93C42 93C10 68T07 PDF BibTeX XML Cite \textit{J. Zeng} et al., Fractals 30, No. 2, Article ID 2240106, 11 p. (2022; Zbl 07507590) Full Text: DOI OpenURL
Wang, Zhiyou; Chen, Ying; Alsemmeari, Rayanatteah; Zhou, Yuan Design of dynamic nonlinear intelligent control system for signal processing. (English) Zbl 07507575 Fractals 30, No. 2, Article ID 2240091, 12 p. (2022). MSC: 93B51 93C10 94A12 68T07 PDF BibTeX XML Cite \textit{Z. Wang} et al., Fractals 30, No. 2, Article ID 2240091, 12 p. (2022; Zbl 07507575) Full Text: DOI OpenURL
Xing, Tingyan; Khadidos, Adil Omar; Li, Lin Construction of switch nonlinear dynamic system using adaptive neural network technology. (English) Zbl 07507555 Fractals 30, No. 2, Article ID 2240071, 11 p. (2022). MSC: 93C40 93C30 93C10 68T07 PDF BibTeX XML Cite \textit{T. Xing} et al., Fractals 30, No. 2, Article ID 2240071, 11 p. (2022; Zbl 07507555) Full Text: DOI OpenURL
Chen, Xiaobing; Zhu, Liehuang; Alghazzawi, Daniyal M.; Wang, Zhongru; Guo, Qing Security application of neural networks under the inspection of nonlinear dynamic systems. (English) Zbl 07507545 Fractals 30, No. 2, Article ID 2240061, 9 p. (2022). MSC: 93C40 93C10 93C42 68T07 PDF BibTeX XML Cite \textit{X. Chen} et al., Fractals 30, No. 2, Article ID 2240061, 9 p. (2022; Zbl 07507545) Full Text: DOI OpenURL
Saul, Lawrence K. A nonlinear matrix decomposition for mining the zeros of sparse data. (English) Zbl 07506825 SIAM J. Math. Data Sci. 4, No. 2, 431-463 (2022). MSC: 62R07 65F50 65F55 68T07 PDF BibTeX XML Cite \textit{L. K. Saul}, SIAM J. Math. Data Sci. 4, No. 2, 431--463 (2022; Zbl 07506825) Full Text: DOI OpenURL
Cui, Lu-Bin; Hu, Qing A chord-Zhang neural network model for solving absolute value equations. (English) Zbl 1483.65070 Pac. J. Optim. 18, No. 1, 77-89 (2022). MSC: 65F99 15A06 68T07 PDF BibTeX XML Cite \textit{L.-B. Cui} and \textit{Q. Hu}, Pac. J. Optim. 18, No. 1, 77--89 (2022; Zbl 1483.65070) Full Text: Link OpenURL
Roberts, Daniel A.; Yaida, Sho; Hanin, Boris The principles of deep learning theory. An effective theory approach to understanding neural networks (to appear). (English) Zbl 07506065 Cambridge: Cambridge University Press (ISBN 978-1-316-51933-2/hbk). (2022). MSC: 68-01 68T07 PDF BibTeX XML OpenURL
Ruiz-Balet, Domènec; Affili, Elisa; Zuazua, Enrique Interpolation and approximation via momentum ResNets and neural ODEs. (English) Zbl 07506018 Syst. Control Lett. 162, Article ID 105182, 13 p. (2022). MSC: 93C15 93B07 68T07 PDF BibTeX XML Cite \textit{D. Ruiz-Balet} et al., Syst. Control Lett. 162, Article ID 105182, 13 p. (2022; Zbl 07506018) Full Text: DOI OpenURL
Bois, Léo; Franck, Emmanuel; Navoret, Laurent; Vigon, Vincent A neural network closure for the Euler-Poisson system based on kinetic simulations. (English) Zbl 1483.35158 Kinet. Relat. Models 15, No. 1, 49-89 (2022). MSC: 35Q31 65M08 82D10 68T07 PDF BibTeX XML Cite \textit{L. Bois} et al., Kinet. Relat. Models 15, No. 1, 49--89 (2022; Zbl 1483.35158) Full Text: DOI OpenURL
Knoblauch, Andreas On the antiderivatives of \(x^p/(1 - x)\) with an application to optimize loss functions for classification with neural networks. (English) Zbl 07504740 Ann. Math. Artif. Intell. 90, No. 4, 425-452 (2022). MSC: 68Txx 26A42 33B20 68T05 68T10 92B20 PDF BibTeX XML Cite \textit{A. Knoblauch}, Ann. Math. Artif. Intell. 90, No. 4, 425--452 (2022; Zbl 07504740) Full Text: DOI OpenURL