Mowlavi, Saviz; Nabi, Saleh Optimal control of PDEs using physics-informed neural networks. (English) Zbl 07625400 J. Comput. Phys. 473, Article ID 111731, 22 p. (2023). MSC: 65Mxx 35Rxx 76Fxx PDF BibTeX XML Cite \textit{S. Mowlavi} and \textit{S. Nabi}, J. Comput. Phys. 473, Article ID 111731, 22 p. (2023; Zbl 07625400) Full Text: DOI arXiv OpenURL
Thuillard, Marc Wavelets in soft computing. 2nd edition. (English) Zbl 07622719 World Scientific Series in Robotics and Intelligent Systems 29. Singapore: World Scientific (ISBN 978-981-12-6398-9/hbk; 978-981-12-6403-0/ebook). xxii, 297 p. (2023). MSC: 68-01 68-02 42C40 65T60 68R10 68T05 68T07 68T37 68W50 PDF BibTeX XML Cite \textit{M. Thuillard}, Wavelets in soft computing. 2nd edition. Singapore: World Scientific (2023; Zbl 07622719) Full Text: DOI OpenURL
Li, Yongkun; Wang, Xiaohui Besicovitch almost periodic stochastic processes and almost periodic solutions of Clifford-valued stochastic neural networks. (English) Zbl 07622298 Discrete Contin. Dyn. Syst., Ser. B 28, No. 3, 2154-2183 (2023). MSC: 34K50 34K14 60J70 92B20 PDF BibTeX XML Cite \textit{Y. Li} and \textit{X. Wang}, Discrete Contin. Dyn. Syst., Ser. B 28, No. 3, 2154--2183 (2023; Zbl 07622298) Full Text: DOI OpenURL
Peng, Yifan; Hu, Dan; Xu, Zin-Qin John A non-gradient method for solving elliptic partial differential equations with deep neural networks. (English) Zbl 07620371 J. Comput. Phys. 472, Article ID 111690, 16 p. (2023). MSC: 68Txx 65Mxx 35Kxx PDF BibTeX XML Cite \textit{Y. Peng} et al., J. Comput. Phys. 472, Article ID 111690, 16 p. (2023; Zbl 07620371) Full Text: DOI OpenURL
Ren, Chunying; Wu, Zijun; Xu, Dachuan; Xu, Wenqing A game-theoretic perspective of deep neural networks. (English) Zbl 07619395 Theor. Comput. Sci. 939, 48-62 (2023). MSC: 68T07 PDF BibTeX XML Cite \textit{C. Ren} et al., Theor. Comput. Sci. 939, 48--62 (2023; Zbl 07619395) Full Text: DOI OpenURL
Martyn, Krzysztof; Kadziński, Miłosz Deep preference learning for multiple criteria decision analysis. (English) Zbl 07619285 Eur. J. Oper. Res. 305, No. 2, 781-805 (2023). MSC: 90Bxx PDF BibTeX XML Cite \textit{K. Martyn} and \textit{M. Kadziński}, Eur. J. Oper. Res. 305, No. 2, 781--805 (2023; Zbl 07619285) Full Text: DOI OpenURL
Chang, Xu-Kang; He, Yong; Gao, Zhen-Man Exponential stability of neural networks with a time-varying delay via a cubic function negative-determination lemma. (English) Zbl 07617975 Appl. Math. Comput. 438, Article ID 127602, 11 p. (2023). MSC: 93Dxx 93Cxx 34Kxx PDF BibTeX XML Cite \textit{X.-K. Chang} et al., Appl. Math. Comput. 438, Article ID 127602, 11 p. (2023; Zbl 07617975) Full Text: DOI OpenURL
Rathinasamy, Anandaraman; Mayavel, Pichamuthu Strong convergence and almost sure exponential stability of balanced numerical approximations to stochastic delay Hopfield neural networks. (English) Zbl 07617965 Appl. Math. Comput. 438, Article ID 127573, 19 p. (2023). MSC: 60H10 60H35 60G42 65L20 PDF BibTeX XML Cite \textit{A. Rathinasamy} and \textit{P. Mayavel}, Appl. Math. Comput. 438, Article ID 127573, 19 p. (2023; Zbl 07617965) Full Text: DOI OpenURL
Yue, Jing; Li, Jian Efficient coupled deep neural networks for the time-dependent coupled Stokes-Darcy problems. (English) Zbl 07617926 Appl. Math. Comput. 437, Article ID 127514, 19 p. (2023). MSC: 65Mxx 76Sxx 65Nxx PDF BibTeX XML Cite \textit{J. Yue} and \textit{J. Li}, Appl. Math. Comput. 437, Article ID 127514, 19 p. (2023; Zbl 07617926) Full Text: DOI OpenURL
Minakowski, P.; Richter, T. A priori and a posteriori error estimates for the Deep Ritz method applied to the Laplace and Stokes problem. (English) Zbl 07614138 J. Comput. Appl. Math. 421, Article ID 114845, 16 p. (2023). MSC: 65N30 65N15 68T07 76D07 35J05 76M10 PDF BibTeX XML Cite \textit{P. Minakowski} and \textit{T. Richter}, J. Comput. Appl. Math. 421, Article ID 114845, 16 p. (2023; Zbl 07614138) Full Text: DOI arXiv OpenURL
Zhang, Ping; Meng, Pinchao; Yin, Weishi; Liu, Hongyu A neural network method for time-dependent inverse source problem with limited-aperture data. (English) Zbl 07614135 J. Comput. Appl. Math. 421, Article ID 114842, 15 p. (2023). MSC: 65M32 35J05 35R30 49N45 68T07 PDF BibTeX XML Cite \textit{P. Zhang} et al., J. Comput. Appl. Math. 421, Article ID 114842, 15 p. (2023; Zbl 07614135) Full Text: DOI OpenURL
Wichert, Andreas Mind, brain, quantum AI, and the multiverse. (English) Zbl 07611957 Boca Raton, FL: CRC Press (ISBN 978-1-032-14960-8/hbk; 978-1-032-15532-6/pbk; 978-1-003-24454-7/ebook). (2023). MSC: 00-01 68-01 81-01 92-02 68T07 81P68 92B20 PDF BibTeX XML Full Text: DOI OpenURL
Ritchie, J. Turing instability and pattern formation on directed networks. (English) Zbl 07609387 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106892, 21 p. (2023). MSC: 34A34 92B20 34D20 35K57 PDF BibTeX XML Cite \textit{J. Ritchie}, Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106892, 21 p. (2023; Zbl 07609387) Full Text: DOI arXiv OpenURL
Buscema, Massimo; Ferilli, Guido; Gustafsson, Christer; Sacco, Pier Luigi Toward a precision, complexity-informed cultural policy design: structural bottlenecks to culture-led development in Skaraborg, Sweden. (English) Zbl 07609382 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106886, 29 p. (2023). MSC: 91D10 68T07 PDF BibTeX XML Cite \textit{M. Buscema} et al., Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106886, 29 p. (2023; Zbl 07609382) Full Text: DOI OpenURL
Bashkirtseva, Irina; Ryashko, Lev; Used, Javier; Seoane, Jesús M.; Sanjuán, Miguel A. F. Noise-induced complex dynamics and synchronization in the map-based Chialvo neuron model. (English) Zbl 07609364 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106867, 14 p. (2023). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 68T07 92B20 PDF BibTeX XML Cite \textit{I. Bashkirtseva} et al., Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106867, 14 p. (2023; Zbl 07609364) Full Text: DOI OpenURL
Hui, Meng; Wei, Chen; Zhang, Jiao; Ho-Ching Iu, Herbert; Yao, Rui; Bai, Lin Finite-time synchronization of fractional-order memristive neural networks via feedback and periodically intermittent control. (English) Zbl 07609344 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106822, 23 p. (2023). MSC: 93D40 93D15 93B70 93C23 34K37 PDF BibTeX XML Cite \textit{M. Hui} et al., Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106822, 23 p. (2023; Zbl 07609344) Full Text: DOI OpenURL
Adhira, B.; Nagamani, G.; Dafik, D. Non-fragile extended dissipative synchronization control of delayed uncertain discrete-time neural networks. (English) Zbl 07609343 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106820, 23 p. (2023). MSC: 93D21 93D15 93C55 93B70 PDF BibTeX XML Cite \textit{B. Adhira} et al., Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106820, 23 p. (2023; Zbl 07609343) Full Text: DOI OpenURL
Shen, Zhuan; Deng, Zichen; Yan, Luyao; Zhao, Yuzhi; Du, Lin; Zhang, Honghui Transition dynamics and optogenetic control of epileptiform activity in a modified mean filed model of human cortex. (English) Zbl 07609339 Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106812, 18 p. (2023). MSC: 92C32 92B20 92C50 92C05 PDF BibTeX XML Cite \textit{Z. Shen} et al., Commun. Nonlinear Sci. Numer. Simul. 116, Article ID 106812, 18 p. (2023; Zbl 07609339) Full Text: DOI OpenURL
Aravind, R. Vijay; Balasubramaniam, P. Stability criteria for memristor-based delayed fractional-order Cohen-Grossberg neural networks with uncertainties. (English) Zbl 07604621 J. Comput. Appl. Math. 420, Article ID 114764, 10 p. (2023). MSC: 34K37 34K20 94C60 92B20 93A99 PDF BibTeX XML Cite \textit{R. V. Aravind} and \textit{P. Balasubramaniam}, J. Comput. Appl. Math. 420, Article ID 114764, 10 p. (2023; Zbl 07604621) Full Text: DOI OpenURL
Marwala, Tshilidzi; Mbuvha, Rendani; Mongwe, Wilson Hamiltonian Monte Carlo methods in machine learning (to appear). (English) Zbl 07604233 Amsterdam: Elsevier/Academic Press (ISBN 978-0-443-19035-3). (2023). MSC: 68-01 62-01 65-01 62D05 65C05 65C40 68T05 68T07 PDF BibTeX XML OpenURL
Udagawa, Hotaka; Okano, Taiji; Saito, Toshimichi Permutation binary neural networks: analysis of periodic orbits and its applications. (English) Zbl 07599036 Discrete Contin. Dyn. Syst., Ser. B 28, No. 1, 748-764 (2023). MSC: 37B15 68T07 PDF BibTeX XML Cite \textit{H. Udagawa} et al., Discrete Contin. Dyn. Syst., Ser. B 28, No. 1, 748--764 (2023; Zbl 07599036) Full Text: DOI arXiv OpenURL
Santa, Francesco Della; Pieraccini, Sandra Discontinuous neural networks and discontinuity learning. (English) Zbl 07596873 J. Comput. Appl. Math. 419, Article ID 114678, 24 p. (2023). MSC: 68T07 65D15 PDF BibTeX XML Cite \textit{F. Della Santa} and \textit{S. Pieraccini}, J. Comput. Appl. Math. 419, Article ID 114678, 24 p. (2023; Zbl 07596873) Full Text: DOI OpenURL
Peng, Zhichao; Wang, Min; Li, Fengyan A learning-based projection method for model order reduction of transport problems. (English) Zbl 07596845 J. Comput. Appl. Math. 418, Article ID 114560, 28 p. (2023). MSC: 65M99 68T07 35Q49 PDF BibTeX XML Cite \textit{Z. Peng} et al., J. Comput. Appl. Math. 418, Article ID 114560, 28 p. (2023; Zbl 07596845) Full Text: DOI arXiv OpenURL
Celledoni, Elena; Leone, Andrea; Murari, Davide; Owren, Brynjulf Learning Hamiltonians of constrained mechanical systems. (English) Zbl 07596835 J. Comput. Appl. Math. 417, Article ID 114608, 12 p. (2023). MSC: 65P10 68T07 PDF BibTeX XML Cite \textit{E. Celledoni} et al., J. Comput. Appl. Math. 417, Article ID 114608, 12 p. (2023; Zbl 07596835) Full Text: DOI arXiv OpenURL
Liu, Linna; Deng, Feiqi; Qu, Boyang; Fang, Jianyin Stability analysis of split-step theta method for neutral stochastic delayed neural networks. (English) Zbl 07596821 J. Comput. Appl. Math. 417, Article ID 114536, 15 p. (2023). MSC: 65L03 65C30 34K50 34K40 PDF BibTeX XML Cite \textit{L. Liu} et al., J. Comput. Appl. Math. 417, Article ID 114536, 15 p. (2023; Zbl 07596821) Full Text: DOI OpenURL
Davis, Robert State polytopes related to two classes of combinatorial neural codes. (English) Zbl 07595584 Adv. Appl. Math. 142, Article ID 102418, 28 p. (2023). MSC: 92B20 52B99 PDF BibTeX XML Cite \textit{R. Davis}, Adv. Appl. Math. 142, Article ID 102418, 28 p. (2023; Zbl 07595584) Full Text: DOI arXiv OpenURL
Jentzen, Arnulf; Riekert, Adrian Convergence analysis for gradient flows in the training of artificial neural networks with ReLU activation. (English) Zbl 07595126 J. Math. Anal. Appl. 517, No. 2, Article ID 126601, 43 p. (2023). MSC: 68Txx 49Jxx PDF BibTeX XML Cite \textit{A. Jentzen} and \textit{A. Riekert}, J. Math. Anal. Appl. 517, No. 2, Article ID 126601, 43 p. (2023; Zbl 07595126) Full Text: DOI arXiv OpenURL
Yang, Zhanying; Zhang, Jie; Zhang, Zhihui; Mei, Jun An improved criterion on finite-time stability for fractional-order fuzzy cellular neural networks involving leakage and discrete delays. (English) Zbl 07594664 Math. Comput. Simul. 203, 910-925 (2023). MSC: 93-XX 34-XX PDF BibTeX XML Cite \textit{Z. Yang} et al., Math. Comput. Simul. 203, 910--925 (2023; Zbl 07594664) Full Text: DOI OpenURL
Kohler, Michael; Langer, Sophie; Reif, Ulrich Estimation of a regression function on a manifold by fully connected deep neural networks. (English) Zbl 1495.62031 J. Stat. Plann. Inference 222, 160-181 (2023). MSC: 62G08 62G05 62G20 68T07 PDF BibTeX XML Cite \textit{M. Kohler} et al., J. Stat. Plann. Inference 222, 160--181 (2023; Zbl 1495.62031) Full Text: DOI arXiv OpenURL
Bernal, Edgar A.; Hauenstein, Jonathan D.; Mehta, Dhagash; Regan, Margaret H.; Tang, Tingting Machine learning the real discriminant locus. (English) Zbl 07589755 J. Symb. Comput. 115, 409-426 (2023). MSC: 14Q65 65H14 68T07 PDF BibTeX XML Cite \textit{E. A. Bernal} et al., J. Symb. Comput. 115, 409--426 (2023; Zbl 07589755) Full Text: DOI arXiv OpenURL
Shang, Weiying; Zhang, Weiwei; Chen, Dingyuan; Cao, Jinde New criteria of finite time synchronization of fractional-order quaternion-valued neural networks with time delay. (English) Zbl 07589670 Appl. Math. Comput. 436, Article ID 127484, 17 p. (2023). MSC: 34D20 93D05 93C10 PDF BibTeX XML Cite \textit{W. Shang} et al., Appl. Math. Comput. 436, Article ID 127484, 17 p. (2023; Zbl 07589670) Full Text: DOI OpenURL
Drori, Iddo The science of deep learning. (English) Zbl 1495.68005 Cambridge: Cambridge University Press (ISBN 978-1-108-83508-4/hbk; 978-1-108-89153-0/ebook). xiv, 337 p. (2023). MSC: 68-01 68T07 PDF BibTeX XML Cite \textit{I. Drori}, The science of deep learning. Cambridge: Cambridge University Press (2023; Zbl 1495.68005) Full Text: DOI OpenURL
Kaltenbacher, Barbara; Nguyen, Tram Thi Ngoc Discretization of parameter identification in PDEs using neural networks. (English) Zbl 07626164 Inverse Probl. 38, No. 12, Article ID 124007, 35 p. (2022). MSC: 35Rxx PDF BibTeX XML Cite \textit{B. Kaltenbacher} and \textit{T. T. N. Nguyen}, Inverse Probl. 38, No. 12, Article ID 124007, 35 p. (2022; Zbl 07626164) Full Text: DOI OpenURL
Nagase, Jumpei Mathematical analysis of finite parameter deep neural network models with skip connections from the viewpoint of representation sets. (English) Zbl 07625964 Japan J. Ind. Appl. Math. 39, No. 3, 1075-1093 (2022). MSC: 68T07 PDF BibTeX XML Cite \textit{J. Nagase}, Japan J. Ind. Appl. Math. 39, No. 3, 1075--1093 (2022; Zbl 07625964) Full Text: DOI OpenURL
Piri, Hossein; Huh, Woonghee Tim; Shechter, Steven M.; Hudson, Darren Individualized dynamic patient monitoring under alarm fatigue. (English) Zbl 07625916 Oper. Res. 70, No. 5, 2749-2766 (2022). MSC: 90Cxx PDF BibTeX XML Cite \textit{H. Piri} et al., Oper. Res. 70, No. 5, 2749--2766 (2022; Zbl 07625916) Full Text: DOI OpenURL
Cuomo, Salvatore; Giampaolo, Fabio; Izzo, Stefano; Nitsch, Carlo; Piccialli, Francesco; Trombetti, Cristina A physics-informed learning approach to Bernoulli-type free boundary problems. (English) Zbl 07625605 Comput. Math. Appl. 128, 34-43 (2022). MSC: 65-XX 82-XX PDF BibTeX XML Cite \textit{S. Cuomo} et al., Comput. Math. Appl. 128, 34--43 (2022; Zbl 07625605) Full Text: DOI OpenURL
Polat, Refet On a solution to a nonlocal inverse coefficient problem using feed-forward neural networks. (English) Zbl 07625528 Proc. Inst. Math. Mech., Natl. Acad. Sci. Azerb. 48, No. 2, 249-258 (2022). MSC: 26B40 39B22 PDF BibTeX XML Cite \textit{R. Polat}, Proc. Inst. Math. Mech., Natl. Acad. Sci. Azerb. 48, No. 2, 249--258 (2022; Zbl 07625528) Full Text: DOI OpenURL
Zhukov, Andrey; Pogosov, Walter Quantum error reduction with deep neural network applied at the post-processing stage. (English) Zbl 07625444 Quantum Inf. Process. 21, No. 3, Paper No. 93, 17 p. (2022). MSC: 81P68 PDF BibTeX XML Cite \textit{A. Zhukov} and \textit{W. Pogosov}, Quantum Inf. Process. 21, No. 3, Paper No. 93, 17 p. (2022; Zbl 07625444) Full Text: DOI arXiv OpenURL
Aguirre-López, Fabián; Pastore, Mauro; Franz, Silvio Satisfiability transition in asymmetric neural networks. (English) Zbl 07625231 J. Phys. A, Math. Theor. 55, No. 30, Article ID 305001, 34 p. (2022). MSC: 81-XX 82-XX PDF BibTeX XML Cite \textit{F. Aguirre-López} et al., J. Phys. A, Math. Theor. 55, No. 30, Article ID 305001, 34 p. (2022; Zbl 07625231) Full Text: DOI arXiv OpenURL
Nguyen, Luong-Ha; Goulet, James-A. Analytically tractable hidden-states inference in Bayesian neural networks. (English) Zbl 07625203 J. Mach. Learn. Res. 23, Paper No. 50, 33 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{L.-H. Nguyen} and \textit{J.-A. Goulet}, J. Mach. Learn. Res. 23, Paper No. 50, 33 p. (2022; Zbl 07625203) Full Text: arXiv Link OpenURL
Li, Zhong; Han, Jiequn; E, Weinan; Li, Qianxiao Approximation and optimization theory for linear continuous-time recurrent neural networks. (English) Zbl 07625195 J. Mach. Learn. Res. 23, Paper No. 42, 85 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Li} et al., J. Mach. Learn. Res. 23, Paper No. 42, 85 p. (2022; Zbl 07625195) Full Text: Link OpenURL
Tang, Weijing; Ma, Jiaqi; Mei, Qiaozhu; Zhu, Ji SODEN: a scalable continuous-time survival model through ordinary differential equation networks. (English) Zbl 07625187 J. Mach. Learn. Res. 23, Paper No. 34, 29 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Tang} et al., J. Mach. Learn. Res. 23, Paper No. 34, 29 p. (2022; Zbl 07625187) Full Text: arXiv Link OpenURL
Manita, Oxana A.; Peletier, Mark A.; Portegies, Jacobus W.; Sanders, Jaron; Senen-Cerda, Albert Universal approximation in dropout neural networks. (English) Zbl 07625172 J. Mach. Learn. Res. 23, Paper No. 19, 46 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{O. A. Manita} et al., J. Mach. Learn. Res. 23, Paper No. 19, 46 p. (2022; Zbl 07625172) Full Text: arXiv Link OpenURL
Zheng, Xuebin; Zhou, Bingxin; Wang, Yu Guang; Zhuang, Xiaosheng Decimated framelet system on graphs and fast G-framelet transforms. (English) Zbl 07625171 J. Mach. Learn. Res. 23, Paper No. 18, 68 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Zheng} et al., J. Mach. Learn. Res. 23, Paper No. 18, 68 p. (2022; Zbl 07625171) Full Text: arXiv Link OpenURL
Fairbank, Michael; Samothrakis, Spyridon; Citi, Luca Deep learning in target space. (English) Zbl 07625161 J. Mach. Learn. Res. 23, Paper No. 8, 46 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Fairbank} et al., J. Mach. Learn. Res. 23, Paper No. 8, 46 p. (2022; Zbl 07625161) Full Text: arXiv Link OpenURL
Peng, Xi; Li, Yunfan; Tsang, Ivor W.; Zhu, Hongyuan; Lv, Jiancheng; Zhou, Joey Tianyi XAI beyond classification: interpretable neural clustering. (English) Zbl 07625159 J. Mach. Learn. Res. 23, Paper No. 6, 28 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Peng} et al., J. Mach. Learn. Res. 23, Paper No. 6, 28 p. (2022; Zbl 07625159) Full Text: arXiv Link OpenURL
Cairone, Fabiana; Stella, Giovanna; Gagliano, Salvina; Bucolo, Maide Data-driven modelling of fast slug flows in micro-channels. (English) Zbl 07624881 Zattoni, Elena (ed.) et al., 15th European workshop on advanced control and diagnosis, ACD 2019. Proceedings of the workshop, Bologna, Italy, November 21–22, 2019. Cham: Springer. Lect. Notes Control Inf. Sci. – Proc., 405-422 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{F. Cairone} et al., in: 15th European workshop on advanced control and diagnosis, ACD 2019. Proceedings of the workshop, Bologna, Italy, November 21--22, 2019. Cham: Springer. 405--422 (2022; Zbl 07624881) Full Text: DOI OpenURL
Paaßen, Benjamin; Koprinska, Irena; Yacef, Kalina Recursive tree grammar autoencoders. (English) Zbl 07624276 Mach. Learn. 111, No. 9, 3393-3423 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{B. Paaßen} et al., Mach. Learn. 111, No. 9, 3393--3423 (2022; Zbl 07624276) Full Text: DOI arXiv OpenURL
Huisman, Mike; Plaat, Aske; van Rijn, Jan N. Stateless neural meta-learning using second-order gradients. (English) Zbl 07624271 Mach. Learn. 111, No. 9, 3227-3244 (2022). MSC: 68T05 68T07 68T45 PDF BibTeX XML Cite \textit{M. Huisman} et al., Mach. Learn. 111, No. 9, 3227--3244 (2022; Zbl 07624271) Full Text: DOI arXiv OpenURL
Geng, Lili; Niu, Baoning Pruning convolutional neural networks via filter similarity analysis. (English) Zbl 07624268 Mach. Learn. 111, No. 9, 3161-3180 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Geng} and \textit{B. Niu}, Mach. Learn. 111, No. 9, 3161--3180 (2022; Zbl 07624268) Full Text: DOI OpenURL
Kuvshinov, Aleksei; Günnemann, Stephan Robustness verification of ReLU networks via quadratic programming. (English) Zbl 07624244 Mach. Learn. 111, No. 7, 2407-2433 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Kuvshinov} and \textit{S. Günnemann}, Mach. Learn. 111, No. 7, 2407--2433 (2022; Zbl 07624244) Full Text: DOI OpenURL
Hagemann, Paul; Hertrich, Johannes; Steidl, Gabriele Stochastic normalizing flows for inverse problems: a Markov chains viewpoint. (English) Zbl 07623610 SIAM/ASA J. Uncertain. Quantif. 10, 1162-1190 (2022). MSC: 62F15 68T07 60J22 65C40 60J20 65C05 PDF BibTeX XML Cite \textit{P. Hagemann} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1162--1190 (2022; Zbl 07623610) Full Text: DOI arXiv OpenURL
Costarelli, Danilo Density results by deep neural network operators with integer weights. (English) Zbl 07623340 Math. Model. Anal. 27, No. 4, 547-560 (2022). MSC: 41A25 41A05 PDF BibTeX XML Cite \textit{D. Costarelli}, Math. Model. Anal. 27, No. 4, 547--560 (2022; Zbl 07623340) Full Text: DOI OpenURL
Shen, Xing; Cheng, Xiaoliang; Liang, Kewei; Wang, Xilu; Wu, Zhenghua A deep neural network-based numerical method for solving contact problems. (English) Zbl 07623324 J. Nonlinear Var. Anal. 6, No. 5, 483-498 (2022). MSC: 47-XX 46-XX PDF BibTeX XML Cite \textit{X. Shen} et al., J. Nonlinear Var. Anal. 6, No. 5, 483--498 (2022; Zbl 07623324) Full Text: DOI OpenURL
Grelier, Erwan; Nouy, Anthony; Lebrun, Régis Learning high-dimensional probability distributions using tree tensor networks. (English) Zbl 07623233 Int. J. Uncertain. Quantif. 12, No. 5, 47-69 (2022). MSC: 62G07 68T07 PDF BibTeX XML Cite \textit{E. Grelier} et al., Int. J. Uncertain. Quantif. 12, No. 5, 47--69 (2022; Zbl 07623233) Full Text: DOI arXiv OpenURL
Cheng, Yanzhao; Shi, Yanchao Synchronization of memristor-based complex-valued neural networks with time-varying delays. (English) Zbl 07622781 Comput. Appl. Math. 41, No. 8, Paper No. 388, 21 p. (2022). MSC: 34D06 34H05 PDF BibTeX XML Cite \textit{Y. Cheng} and \textit{Y. Shi}, Comput. Appl. Math. 41, No. 8, Paper No. 388, 21 p. (2022; Zbl 07622781) Full Text: DOI OpenURL
Eidinejad, Zahra; Saadati, Reza; Allahviranloo, Tofigh Attractiveness of pseudo almost periodic solutions for delayed cellular neural networks in the context of fuzzy measure theory in matrix-valued fuzzy spaces. (English) Zbl 07622762 Comput. Appl. Math. 41, No. 8, Paper No. 369, 34 p. (2022). MSC: 46L05 47B47 47H10 46L57 39B62 PDF BibTeX XML Cite \textit{Z. Eidinejad} et al., Comput. Appl. Math. 41, No. 8, Paper No. 369, 34 p. (2022; Zbl 07622762) Full Text: DOI OpenURL
Liu, Ruilin; Zhang, Tao; Chen, Fang Deep convolutional neural networks for Pareto optimal front of multi-objective optimization problem. (English) Zbl 07622174 J. Nonlinear Convex Anal. 23, No. 4, 833-846 (2022). MSC: 90C29 68T07 PDF BibTeX XML Cite \textit{R. Liu} et al., J. Nonlinear Convex Anal. 23, No. 4, 833--846 (2022; Zbl 07622174) Full Text: Link OpenURL
Court, Sébastien; Kunisch, Karl Design of the monodomain model by artificial neural networks. (English) Zbl 07621930 Discrete Contin. Dyn. Syst. 42, No. 12, 6031-6061 (2022). MSC: 68T07 35D30 35K40 35K45 35K58 35B30 35M99 41A99 49J45 49N15 PDF BibTeX XML Cite \textit{S. Court} and \textit{K. Kunisch}, Discrete Contin. Dyn. Syst. 42, No. 12, 6031--6061 (2022; Zbl 07621930) Full Text: DOI arXiv OpenURL
Eidnes, Sølve Order theory for discrete gradient methods. (English) Zbl 07621785 BIT 62, No. 4, 1207-1255 (2022). MSC: 65L05 65P10 37M15 05C05 PDF BibTeX XML Cite \textit{S. Eidnes}, BIT 62, No. 4, 1207--1255 (2022; Zbl 07621785) Full Text: DOI arXiv OpenURL
Soukko, Leo; Lohrmann, Christoph; Luukka, Pasi A neural network based multi-class trading strategy for the S&P 500 index. (English) Zbl 07621767 Luukka, Pasi (ed.) et al., Intelligent systems and applications in business and finance. Cham: Springer. Stud. Fuzziness Soft Comput. 415, 127-161 (2022). MSC: 91-XX PDF BibTeX XML Cite \textit{L. Soukko} et al., Stud. Fuzziness Soft Comput. 415, 127--161 (2022; Zbl 07621767) Full Text: DOI OpenURL
Leal, L.; Lauriere, M.; Lehalle, C.-A. Learning a functional control for high-frequency finance. (English) Zbl 07620638 Quant. Finance 22, No. 11, 1973-1987 (2022). MSC: 91Gxx PDF BibTeX XML Cite \textit{L. Leal} et al., Quant. Finance 22, No. 11, 1973--1987 (2022; Zbl 07620638) Full Text: DOI arXiv OpenURL
Bukhari, Ayaz Hussain; Raja, Muhammad Asif Zahoor; Rafiq, Naila; Shoaib, Muhammad; Kiani, Adiqa Kausar; Shu, Chi-Min Design of intelligent computing networks for nonlinear chaotic fractional Rossler system. (English) Zbl 07620259 Chaos Solitons Fractals 157, Article ID 111985, 18 p. (2022). MSC: 34H05 34H10 34A08 26A33 65L06 PDF BibTeX XML Cite \textit{A. H. Bukhari} et al., Chaos Solitons Fractals 157, Article ID 111985, 18 p. (2022; Zbl 07620259) Full Text: DOI OpenURL
Yu, Dong; Wang, Guowei; Ding, Qianming; Li, Tianyu; Jia, Ya Effects of bounded noise and time delay on signal transmission in excitable neural networks. (English) Zbl 07620221 Chaos Solitons Fractals 157, Article ID 111929, 9 p. (2022). MSC: 92C20 92B20 PDF BibTeX XML Cite \textit{D. Yu} et al., Chaos Solitons Fractals 157, Article ID 111929, 9 p. (2022; Zbl 07620221) Full Text: DOI OpenURL
Kavuran, Gürkan When machine learning meets fractional-order chaotic signals: detecting dynamical variations. (English) Zbl 07620201 Chaos Solitons Fractals 157, Article ID 111908, 13 p. (2022). MSC: 68T07 37M99 PDF BibTeX XML Cite \textit{G. Kavuran}, Chaos Solitons Fractals 157, Article ID 111908, 13 p. (2022; Zbl 07620201) Full Text: DOI OpenURL
Adcock, Ben; Cardenas, Juan M.; Dexter, Nick CAS4DL: Christoffel adaptive sampling for function approximation via deep learning. (English) Zbl 07619625 Sampl. Theory Signal Process. Data Anal. 20, No. 2, Paper No. 21, 29 p. (2022). MSC: 41A10 41A17 41A63 41A46 65C05 65D15 65Y20 94A20 PDF BibTeX XML Cite \textit{B. Adcock} et al., Sampl. Theory Signal Process. Data Anal. 20, No. 2, Paper No. 21, 29 p. (2022; Zbl 07619625) Full Text: DOI arXiv OpenURL
Kauffman, L. H.; Russkikh, N. E.; Taimanov, I. A. Rectangular knot diagrams classification with deep learning. (English) Zbl 07619466 J. Knot Theory Ramifications 31, No. 11, Article ID 2250067, 20 p. (2022). MSC: 57K31 68Q32 68T05 PDF BibTeX XML Cite \textit{L. H. Kauffman} et al., J. Knot Theory Ramifications 31, No. 11, Article ID 2250067, 20 p. (2022; Zbl 07619466) Full Text: DOI arXiv OpenURL
Castro, Javier Deep learning schemes for parabolic nonlocal integro-differential equations. (English) Zbl 07619343 SN Partial Differ. Equ. Appl. 3, No. 6, Paper No. 77, 35 p. (2022). MSC: 60H35 65M12 65C20 PDF BibTeX XML Cite \textit{J. Castro}, SN Partial Differ. Equ. Appl. 3, No. 6, Paper No. 77, 35 p. (2022; Zbl 07619343) Full Text: DOI arXiv OpenURL
Li, Matthew; Demanet, Laurent; Zepeda-Núñez, Leonardo Wide-band butterfly network: stable and efficient inversion via multi-frequency neural networks. (English) Zbl 07619160 Multiscale Model. Simul. 20, No. 4, 1191-1227 (2022). MSC: 65R32 68T07 PDF BibTeX XML Cite \textit{M. Li} et al., Multiscale Model. Simul. 20, No. 4, 1191--1227 (2022; Zbl 07619160) Full Text: DOI arXiv OpenURL
De Ryck, Tim; Mishra, Siddhartha Error analysis for physics-informed neural networks (PINNs) approximating Kolmogorov PDEs. (English) Zbl 07618982 Adv. Comput. Math. 48, No. 6, Paper No. 79, 40 p. (2022). MSC: 65M99 68T07 65M15 35K55 35K05 91G20 35Q53 PDF BibTeX XML Cite \textit{T. De Ryck} and \textit{S. Mishra}, Adv. Comput. Math. 48, No. 6, Paper No. 79, 40 p. (2022; Zbl 07618982) Full Text: DOI arXiv OpenURL
Keil, Tim; Kleikamp, Hendrik; Lorentzen, Rolf J.; Oguntola, Micheal B.; Ohlberger, Mario Adaptive machine learning-based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery. (English) Zbl 07618976 Adv. Comput. Math. 48, No. 6, Paper No. 73, 35 p. (2022). MSC: 68T07 90C90 PDF BibTeX XML Cite \textit{T. Keil} et al., Adv. Comput. Math. 48, No. 6, Paper No. 73, 35 p. (2022; Zbl 07618976) Full Text: DOI arXiv OpenURL
Khuddush, Mahammad; Rajendra Prasad, K. Global exponential stability of almost periodic solutions for quaternion-valued RNNs with mixed delays on time scales. (English) Zbl 07617792 Bol. Soc. Mat. Mex., III. Ser. 28, No. 3, Paper No. 75, 28 p. (2022). MSC: 34N05 34K14 PDF BibTeX XML Cite \textit{M. Khuddush} and \textit{K. Rajendra Prasad}, Bol. Soc. Mat. Mex., III. Ser. 28, No. 3, Paper No. 75, 28 p. (2022; Zbl 07617792) Full Text: DOI OpenURL
Pei, Eddie; Fokoué, Ernest On some similarities and differences between deep neural networks and kernel learning machines. (English) Zbl 07617476 Math. Appl., Brno 11, No. 1, 75-106 (2022). MSC: 68T07 68T09 46E22 PDF BibTeX XML Cite \textit{E. Pei} and \textit{E. Fokoué}, Math. Appl., Brno 11, No. 1, 75--106 (2022; Zbl 07617476) Full Text: DOI OpenURL
Jin, Pengzhan; Meng, Shuai; Lu, Lu MIONet: learning multiple-input operators via tensor product. (English) Zbl 07617460 SIAM J. Sci. Comput. 44, No. 6, A3490-A3514 (2022). MSC: 47-08 47H99 65D15 68Q32 68T07 PDF BibTeX XML Cite \textit{P. Jin} et al., SIAM J. Sci. Comput. 44, No. 6, A3490--A3514 (2022; Zbl 07617460) Full Text: DOI arXiv OpenURL
Allerbo, Oskar; Jörnsten, Rebecka Flexible, non-parametric modeling using regularized neural networks. (English) Zbl 07616922 Comput. Stat. 37, No. 4, 2029-2047 (2022). MSC: 65C60 PDF BibTeX XML Cite \textit{O. Allerbo} and \textit{R. Jörnsten}, Comput. Stat. 37, No. 4, 2029--2047 (2022; Zbl 07616922) Full Text: DOI arXiv OpenURL
Fong, Simon James; Marques, João Alexandre Lobo; Li, G.; Dey, N.; Crespo, Rubén G.; Herrera-Viedma, E.; Gois, F. Nauber Bernardo; Neto, José Xavier The comparison of different linear and nonlinear models using preliminary data to efficiently analyze the COVID-19 outbreak. (English) Zbl 07616591 Lobo Marques, Joao Alexandre (ed.) et al., Epidemic analytics for decision supports in COVID19 crisis. Cham: Springer. 65-81 (2022). MSC: 92D30 PDF BibTeX XML Cite \textit{S. J. Fong} et al., in: Epidemic analytics for decision supports in COVID19 crisis. Cham: Springer. 65--81 (2022; Zbl 07616591) Full Text: DOI OpenURL
Li, Yun; Hua, Kaixun; Cao, Yankai Using stochastic programming to train neural network approximation of nonlinear MPC laws. (English) Zbl 07616452 Automatica 146, Article ID 110665, 11 p. (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{Y. Li} et al., Automatica 146, Article ID 110665, 11 p. (2022; Zbl 07616452) Full Text: DOI OpenURL
Zhang, Xue; Scarabel, Francesca; Wang, Xiang-Sheng; Wu, Jianhong Global continuation of periodic oscillations to a diapause rhythm. (English) Zbl 07616286 J. Dyn. Differ. Equations 34, No. 4, 2819-2839 (2022). MSC: 34K13 34K18 92B20 PDF BibTeX XML Cite \textit{X. Zhang} et al., J. Dyn. Differ. Equations 34, No. 4, 2819--2839 (2022; Zbl 07616286) Full Text: DOI OpenURL
Benatti, Fabio; Gramegna, Giovanni; Mancini, Stefano Pattern capacity of a single quantum perceptron. (English) Zbl 07616244 J. Phys. A, Math. Theor. 55, No. 15, Article ID 155301, 19 p. (2022). MSC: 81-XX 82-XX PDF BibTeX XML Cite \textit{F. Benatti} et al., J. Phys. A, Math. Theor. 55, No. 15, Article ID 155301, 19 p. (2022; Zbl 07616244) Full Text: DOI arXiv OpenURL
Refinetti, Maria; d’Ascoli, Stéphane; Ohana, Ruben; Goldt, Sebastian Align, then memorise: the dynamics of learning with feedback alignment. (English) Zbl 07615598 J. Phys. A, Math. Theor. 55, No. 4, Article ID 044002, 24 p. (2022). MSC: 81-XX 82-XX PDF BibTeX XML Cite \textit{M. Refinetti} et al., J. Phys. A, Math. Theor. 55, No. 4, Article ID 044002, 24 p. (2022; Zbl 07615598) Full Text: DOI arXiv OpenURL
Soudy, Mohamed; Alam, Afroz; Ola, Obiadul Predicting the cancer recurrence using artificial neural networks. (English) Zbl 07615455 Raza, Khalid (ed.), Computational intelligence in oncology. Applications in diagnosis, prognosis and therapeutics of cancers. Singapore: Springer. Stud. Comput. Intell. 1016, 177-186 (2022). MSC: 92C50 PDF BibTeX XML Cite \textit{M. Soudy} et al., Stud. Comput. Intell. 1016, 177--186 (2022; Zbl 07615455) Full Text: DOI OpenURL
Barbhuiya, Rejaul Karim; Ahmad, Naeem; Akram, Wasim Application of convolutional neural networks in cancer diagnosis. (English) Zbl 07615450 Raza, Khalid (ed.), Computational intelligence in oncology. Applications in diagnosis, prognosis and therapeutics of cancers. Singapore: Springer. Stud. Comput. Intell. 1016, 95-109 (2022). MSC: 92C50 PDF BibTeX XML Cite \textit{R. K. Barbhuiya} et al., Stud. Comput. Intell. 1016, 95--109 (2022; Zbl 07615450) Full Text: DOI OpenURL
Chen, Zhixian; Ma, Tengfei; Jin, Zhihua; Song, Yangqiu; Wang, Yang BiGCN: a bi-directional low-pass filtering graph neural network. (English) Zbl 07615036 Anal. Appl., Singap. 20, No. 6, 1193-1214 (2022). MSC: 68T07 05C62 62D10 PDF BibTeX XML Cite \textit{Z. Chen} et al., Anal. Appl., Singap. 20, No. 6, 1193--1214 (2022; Zbl 07615036) Full Text: DOI arXiv OpenURL
Dalton, David; Gao, Hao; Husmeier, Dirk Emulation of cardiac mechanics using graph neural networks. (English) Zbl 07615002 Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115645, 40 p. (2022). MSC: 92C10 62P10 68T99 PDF BibTeX XML Cite \textit{D. Dalton} et al., Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115645, 40 p. (2022; Zbl 07615002) Full Text: DOI OpenURL
Rezaei, Shahed; Harandi, Ali; Moeineddin, Ahmad; Xu, Bai-Xiang; Reese, Stefanie A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method. (English) Zbl 07614990 Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115616, 34 p. (2022). MSC: 74-XX 65-XX PDF BibTeX XML Cite \textit{S. Rezaei} et al., Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115616, 34 p. (2022; Zbl 07614990) Full Text: DOI arXiv OpenURL
Ntetsika, Magdalini; Papadopoulos, Panayiotis Numerical simulation and predictive modeling of an inextensible filament in two-dimensional viscous shear flow using the immersed boundary/coarse-graining method and artificial neural networks. (English) Zbl 07614979 Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115589, 18 p. (2022). MSC: 76-XX 92-XX PDF BibTeX XML Cite \textit{M. Ntetsika} and \textit{P. Papadopoulos}, Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115589, 18 p. (2022; Zbl 07614979) Full Text: DOI OpenURL
Chowdhary, Kenny; Hoang, Chi; Lee, Kookjin; Ray, Jaideep; Weirs, V. G.; Carnes, Brian Calibrating hypersonic turbulence flow models with the HIFiRE-1 experiment using data-driven machine-learned models. (English) Zbl 07614971 Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115396, 28 p. (2022). MSC: 76-XX 86-XX PDF BibTeX XML Cite \textit{K. Chowdhary} et al., Comput. Methods Appl. Mech. Eng. 401, Part B, Article ID 115396, 28 p. (2022; Zbl 07614971) Full Text: DOI arXiv OpenURL
Papa, Gianluca; Schiano, Pierdomenico; Tanelli, Mara; Panzani, Giulio; Savaresi, Sergio M. A wheel slip control scheme for aeronautical braking applications based on neural network estimation. (English) Zbl 07614364 Eur. J. Control 68, Article ID 100691, 11 p. (2022). MSC: 93C95 PDF BibTeX XML Cite \textit{G. Papa} et al., Eur. J. Control 68, Article ID 100691, 11 p. (2022; Zbl 07614364) Full Text: DOI OpenURL
Hammoud, Issa; Hentzelt, Sebastian; Oehlschlaegel, Thimo; Kennel, Ralph Learning-based model predictive current control for synchronous machines: an LSTM approach. (English) Zbl 07614336 Eur. J. Control 68, Article ID 100663, 8 p. (2022). MSC: 93B45 PDF BibTeX XML Cite \textit{I. Hammoud} et al., Eur. J. Control 68, Article ID 100663, 8 p. (2022; Zbl 07614336) Full Text: DOI OpenURL
Yang, Juanjuan; Ma, Lifeng; Chen, Yonggang; Yi, Xiaojian \(L_2\)-\(L_\infty\) state estimation for continuous stochastic delayed neural networks via memory event-triggering strategy. (English) Zbl 07614009 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 13, 2742-2757 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{J. Yang} et al., Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 13, 2742--2757 (2022; Zbl 07614009) Full Text: DOI OpenURL
Yang, Fan; Li, Jiahui; Dong, Hongli; Shen, Yuxuan Proportional-integral-type estimator design for delayed recurrent neural networks under encoding-decoding mechanism. (English) Zbl 07614008 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 13, 2729-2741 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{F. Yang} et al., Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 13, 2729--2741 (2022; Zbl 07614008) Full Text: DOI OpenURL
Kumar, Ankit; Das, Subir; Baluni, Sapna; Yadav, Vijay K.; Lu, Jianquan Global quasi-synchronisation of fuzzy cellular neural networks with time varying delay and interaction terms. (English) Zbl 07614004 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 12, 2679-2693 (2022). MSC: 93-XX PDF BibTeX XML Cite \textit{A. Kumar} et al., Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 53, No. 12, 2679--2693 (2022; Zbl 07614004) Full Text: DOI OpenURL
Xu, Changjin; Mu, Dan; Liu, Zixin; Pang, Yicheng; Liao, Maoxin; Li, Peiluan; Yao, Lingyun; Qin, Qiwen Comparative exploration on bifurcation behavior for integer-order and fractional-order delayed BAM neural networks. (English) Zbl 07613786 Nonlinear Anal., Model. Control 27, No. 6, 1030-1053 (2022). MSC: 34K20 34K18 34K13 34K37 92B20 PDF BibTeX XML Cite \textit{C. Xu} et al., Nonlinear Anal., Model. Control 27, No. 6, 1030--1053 (2022; Zbl 07613786) Full Text: DOI OpenURL
Liu, Ao; Chen, Xiaoyu; Liu, Sijia; Xia, Lirong; Gan, Chuang Certifiably robust interpretation via Rényi differential privacy. (English) Zbl 07613165 Artif. Intell. 313, Article ID 103787, 14 p. (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{A. Liu} et al., Artif. Intell. 313, Article ID 103787, 14 p. (2022; Zbl 07613165) Full Text: DOI arXiv OpenURL
Roveda, Loris; Testa, Andrea; Shahid, Asad Ali; Braghin, Francesco; Piga, Dario Q-learning-based model predictive variable impedance control for physical human-robot collaboration. (English) Zbl 07613153 Artif. Intell. 312, Article ID 103771, 32 p. (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{L. Roveda} et al., Artif. Intell. 312, Article ID 103771, 32 p. (2022; Zbl 07613153) Full Text: DOI OpenURL
Wilson, Joshua P.; Dai, Weizhong; Bora, Aniruddha; Boyt, Jacob C. A new artificial neural network method for solving Schrödinger equations on unbounded domains. (English) Zbl 07612899 Commun. Comput. Phys. 32, No. 4, 1039-1060 (2022). MSC: 65N06 65N12 68T07 PDF BibTeX XML Cite \textit{J. P. Wilson} et al., Commun. Comput. Phys. 32, No. 4, 1039--1060 (2022; Zbl 07612899) Full Text: DOI OpenURL
Li, Lingfeng; Tai, Xue-Cheng; Yang, Jiang Generalization error analysis of neural networks with gradient based regularization. (English) Zbl 07612898 Commun. Comput. Phys. 32, No. 4, 1007-1038 (2022). MSC: 68T07 PDF BibTeX XML Cite \textit{L. Li} et al., Commun. Comput. Phys. 32, No. 4, 1007--1038 (2022; Zbl 07612898) Full Text: DOI arXiv OpenURL
Sheng, Hailong; Yang, Chao PFNN-2: a domain decomposed penalty-free neural network method for solving partial differential equations. (English) Zbl 07612897 Commun. Comput. Phys. 32, No. 4, 980-1006 (2022). MSC: 65M55 35K55 65M60 68T07 PDF BibTeX XML Cite \textit{H. Sheng} and \textit{C. Yang}, Commun. Comput. Phys. 32, No. 4, 980--1006 (2022; Zbl 07612897) Full Text: DOI arXiv OpenURL
Mantegazza, Carlo; Novaga, Matteo; Pluda, Alessandra Type-0 singularities in the network flow – evolution of trees. (English) Zbl 07612791 J. Reine Angew. Math. 792, 189-221 (2022). MSC: 53A04 53E99 92B20 92C42 PDF BibTeX XML Cite \textit{C. Mantegazza} et al., J. Reine Angew. Math. 792, 189--221 (2022; Zbl 07612791) Full Text: DOI arXiv OpenURL
Liu, Aibing; Jin, Xiu; Wan, Midi; Zou, Qing; Song, Yi; Li, Yeyun; Zhang, Jingxu; Wang, Chongyue; Gao, Qijuan Deep visual transformer neural network with imbalanced algorithms for identifying weeds in tea gardens using long-tailed image datasets. (English) Zbl 07611716 J. Nonlinear Convex Anal. 23, No. 10, 2329-2348 (2022). MSC: 68T07 68T45 PDF BibTeX XML Cite \textit{A. Liu} et al., J. Nonlinear Convex Anal. 23, No. 10, 2329--2348 (2022; Zbl 07611716) Full Text: Link OpenURL