Chaudhuri, Arindam Fuzzy machine learning. Advanced approaches to solve optimization problems (to appear). (English) Zbl 07166042 Berlin: De Gruyter (ISBN 978-3-11-060358-3/hbk). 150 p. (2022). MSC: 90-02 68-02 68T05 68T07 90B06 90B50 90C27 90C59 90C70 PDF BibTeX XML Cite \textit{A. Chaudhuri}, Fuzzy machine learning. Advanced approaches to solve optimization problems (to appear). Berlin: De Gruyter (2022; Zbl 07166042)
Huré, Côme; Pham, Huyên; Bachouch, Achref; Langrené, Nicolas Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis. (English) Zbl 07314381 SIAM J. Numer. Anal. 59, No. 1, 525-557 (2021). MSC: 65C05 90C39 93E35 PDF BibTeX XML Cite \textit{C. Huré} et al., SIAM J. Numer. Anal. 59, No. 1, 525--557 (2021; Zbl 07314381) Full Text: DOI
Obmann, Daniel; Schwab, Johannes; Haltmeier, Markus Deep synthesis network for regularizing inverse problems. (English) Zbl 07310609 Inverse Probl. 37, No. 1, Article ID 015005, 24 p. (2021). MSC: 65J 68T 92C PDF BibTeX XML Cite \textit{D. Obmann} et al., Inverse Probl. 37, No. 1, Article ID 015005, 24 p. (2021; Zbl 07310609) Full Text: DOI
Almira, J. M.; Lopez-de-Teruel, P. E.; Romero-López, D. J.; Voigtlaender, F. Negative results for approximation using single layer and multilayer feedforward neural networks. (English) Zbl 07309692 J. Math. Anal. Appl. 494, No. 1, Article ID 124584, 11 p. (2021). MSC: 41A30 68T07 PDF BibTeX XML Cite \textit{J. M. Almira} et al., J. Math. Anal. Appl. 494, No. 1, Article ID 124584, 11 p. (2021; Zbl 07309692) Full Text: DOI
Lu, Lu; Meng, Xuhui; Mao, Zhiping; Karniadakis, George Em DeepXDE: a deep learning library for solving differential equations. (English) Zbl 07308564 SIAM Rev. 63, No. 1, 208-228 (2021). MSC: 65-01 65-04 65L99 65M99 65N99 PDF BibTeX XML Cite \textit{L. Lu} et al., SIAM Rev. 63, No. 1, 208--228 (2021; Zbl 07308564) Full Text: DOI
E, Weinan; Wojtowytsch, Stephan Kolmogorov width decay and poor approximators in machine learning: shallow neural networks, random feature models and neural tangent kernels. (English) Zbl 07307666 Res. Math. Sci. 8, No. 1, Paper No. 5, 28 p. (2021). MSC: 68T07 41A30 41A65 46E15 46E22 PDF BibTeX XML Cite \textit{W. E} and \textit{S. Wojtowytsch}, Res. Math. Sci. 8, No. 1, Paper No. 5, 28 p. (2021; Zbl 07307666) Full Text: DOI
Zhang, Chengkai; Song, Xianzhi; Azevedo, Leonardo U-net generative adversarial network for subsurface facies modeling. (English) Zbl 07307225 Comput. Geosci. 25, No. 1, 553-573 (2021). MSC: 86A32 68T05 PDF BibTeX XML Cite \textit{C. Zhang} et al., Comput. Geosci. 25, No. 1, 553--573 (2021; Zbl 07307225) Full Text: DOI
Canchumuni, Smith W. A.; Castro, Jose D. B.; Potratz, Júlia; Emerick, Alexandre A.; Pacheco, Marco Aurélio C. Recent developments combining ensemble smoother and deep generative networks for facies history matching. (English) Zbl 07307219 Comput. Geosci. 25, No. 1, 433-466 (2021). MSC: 86A32 86A22 PDF BibTeX XML Cite \textit{S. W. A. Canchumuni} et al., Comput. Geosci. 25, No. 1, 433--466 (2021; Zbl 07307219) Full Text: DOI
Jiang, Su; Durlofsky, Louis J. Data-space inversion using a recurrent autoencoder for time-series parameterization. (English) Zbl 07307218 Comput. Geosci. 25, No. 1, 411-432 (2021). MSC: 86A32 86A22 PDF BibTeX XML Cite \textit{S. Jiang} and \textit{L. J. Durlofsky}, Comput. Geosci. 25, No. 1, 411--432 (2021; Zbl 07307218) Full Text: DOI
Langer, Sophie Approximating smooth functions by deep neural networks with sigmoid activation function. (English) Zbl 07301923 J. Multivariate Anal. 182, Article ID 104696, 22 p. (2021). MSC: 41A25 82C32 PDF BibTeX XML Cite \textit{S. Langer}, J. Multivariate Anal. 182, Article ID 104696, 22 p. (2021; Zbl 07301923) Full Text: DOI
Langer, Sophie Analysis of the rate of convergence of fully connected deep neural network regression estimates with smooth activation function. (English) Zbl 07301922 J. Multivariate Anal. 182, Article ID 104695, 15 p. (2021). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M45 62G08 41A25 82C32 PDF BibTeX XML Cite \textit{S. Langer}, J. Multivariate Anal. 182, Article ID 104695, 15 p. (2021; Zbl 07301922) Full Text: DOI
Ni, Hao; Dong, Xin; Zheng, Jinsong; Guangxi, Yu An introduction to machine learning in quantitative finance (to appear). (English) Zbl 07291803 Advanced Textbooks in Mathematics. Hackensack, NJ: World Scientific (ISBN 978-1-78634-936-1/hbk; 978-1-78634-964-4/pbk). 265 p. (2021). MSC: 91-01 91Gxx 68T07 62P05 PDF BibTeX XML Cite \textit{H. Ni} et al., An introduction to machine learning in quantitative finance (to appear). Hackensack, NJ: World Scientific (2021; Zbl 07291803) Full Text: DOI
Sun, Ting; Vasarhalyi, Miklos A. Predicting credit card delinquencies: an application of deep neural networks. (English) Zbl 07283339 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4349-4381 (2021). MSC: 91G40 68T07 PDF BibTeX XML Cite \textit{T. Sun} and \textit{M. A. Vasarhalyi}, in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4349--4381 (2021; Zbl 07283339) Full Text: DOI
Hong, Ted; Lee, Daniel; Wang, Wenching Algorithmic analyst (ALAN) – an application for artificial intelligence content as a service. (English) Zbl 07283331 Lee, Cheng Few (ed.) et al., Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific (ISBN 978-981-12-0244-5/hbk; 978-981-12-0238-4/set; 978-981-12-0240-7/ebook). 4075-4086 (2021). MSC: 91G15 91G80 62P05 68T07 PDF BibTeX XML Cite \textit{T. Hong} et al., in: Handbook of financial econometrics, mathematics, statistics, and machine learning. Volume 4. Hackensack, NJ: World Scientific. 4075--4086 (2021; Zbl 07283331) Full Text: DOI
Yan, Wei Qi Computational methods for deep learning. Theoretic, practice and applications. (English) Zbl 1451.68006 Texts in Computer Science. Cham: Springer (ISBN 978-3-030-61080-7/hbk; 978-3-030-61081-4). xvii, 134 p. (2021). MSC: 68-01 68T05 68T07 PDF BibTeX XML Cite \textit{W. Q. Yan}, Computational methods for deep learning. Theoretic, practice and applications. Cham: Springer (2021; Zbl 1451.68006) Full Text: DOI
Sucar, Luis Enrique Probabilistic graphical models. Principles and applications. 2nd fully updated edition. (English) Zbl 07281282 Advances in Computer Vision and Pattern Recognition. Cham: Springer (ISBN 978-3-030-61942-8/hbk; 978-3-030-61943-5/ebook). xxviii, 355 p. (2021). MSC: 68-01 62-01 60J20 62-04 62F15 62H22 62H30 68-04 68T05 68T07 68T37 90C40 PDF BibTeX XML Cite \textit{L. E. Sucar}, Probabilistic graphical models. Principles and applications. 2nd fully updated edition. Cham: Springer (2021; Zbl 07281282) Full Text: DOI
Zhang, Yue; Teng, Zhiyang Natural language processing. A machine learning perspective. (English) Zbl 07280023 Cambridge: Cambridge University Press (ISBN 978-1-108-42021-1/hbk; 978-1-108-33287-3/ebook). xiv, 470 p. (2021). MSC: 68-01 68T05 68T07 68T50 PDF BibTeX XML Cite \textit{Y. Zhang} and \textit{Z. Teng}, Natural language processing. A machine learning perspective. Cambridge: Cambridge University Press (2021; Zbl 07280023) Full Text: DOI
Huang, Anzhong; Qiu, Lening; Li, Zheng Applying deep learning method in TVP-VAR model under systematic financial risk monitoring and early warning. (English) Zbl 1447.91188 J. Comput. Appl. Math. 382, Article ID 113065, 15 p. (2021). MSC: 91G45 62P05 PDF BibTeX XML Cite \textit{A. Huang} et al., J. Comput. Appl. Math. 382, Article ID 113065, 15 p. (2021; Zbl 1447.91188) Full Text: DOI
Shen, Yongjian; Xie, Chunyu; Liu, Zhendong; Dai, Jing; Zhang, Baochang; Zhu, Lei; Li, Jingwen Radar behavior recognition based on center loss LSTM. (English) Zbl 07313900 Pac. J. Optim. 16, No. 2, 247-259 (2020). MSC: 62M45 62H30 62P30 68T10 68T05 PDF BibTeX XML Cite \textit{Y. Shen} et al., Pac. J. Optim. 16, No. 2, 247--259 (2020; Zbl 07313900) Full Text: Link
Park, Young Ho Score normalization for a university grades input system using a neural network. (English) Zbl 07312290 Korean J. Math. 28, No. 4, 943-953 (2020). MSC: 68T07 PDF BibTeX XML Cite \textit{Y. H. Park}, Korean J. Math. 28, No. 4, 943--953 (2020; Zbl 07312290) Full Text: DOI
Yang, Lina; Wei, Pu; Zhong, Cheng; Li, Xichun; Tang, Yuan Yan Protein structure prediction based on BN-GRU method. (English) Zbl 07308332 Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050045, 17 p. (2020). MSC: 68T07 68T05 68Q32 PDF BibTeX XML Cite \textit{L. Yang} et al., Int. J. Wavelets Multiresolut. Inf. Process. 18, No. 6, Article ID 2050045, 17 p. (2020; Zbl 07308332) Full Text: DOI
Tibo, Alessandro; Jaeger, Manfred; Frasconi, Paolo Learning and interpreting multi-multi-instance learning networks. (English) Zbl 07307476 J. Mach. Learn. Res. 21, Paper No. 193, 60 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Tibo} et al., J. Mach. Learn. Res. 21, Paper No. 193, 60 p. (2020; Zbl 07307476) Full Text: Link
Papyan, Vardan Traces of class/cross-class structure pervade deep learning spectra. (English) Zbl 07306931 J. Mach. Learn. Res. 21, Paper No. 252, 64 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{V. Papyan}, J. Mach. Learn. Res. 21, Paper No. 252, 64 p. (2020; Zbl 07306931) Full Text: Link
Henderson, Peter; Hu, Jieru; Romoff, Joshua; Brunskill, Emma; Jurafsky, Dan; Pineau, Joelle Towards the systematic reporting of the energy and carbon footprints of machine learning. (English) Zbl 07306927 J. Mach. Learn. Res. 21, Paper No. 248, 43 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Henderson} et al., J. Mach. Learn. Res. 21, Paper No. 248, 43 p. (2020; Zbl 07306927) Full Text: Link
Chen, Shuxiao; Dobriban, Edgar; Lee, Jane H. A group-theoretic framework for data augmentation. (English) Zbl 07306924 J. Mach. Learn. Res. 21, Paper No. 245, 71 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Chen} et al., J. Mach. Learn. Res. 21, Paper No. 245, 71 p. (2020; Zbl 07306924) Full Text: Link
Arik, Sercan O.; Pfister, Tomas ProtoAttend: attention-based prototypical learning. (English) Zbl 07306899 J. Mach. Learn. Res. 21, Paper No. 210, 35 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. O. Arik} and \textit{T. Pfister}, J. Mach. Learn. Res. 21, Paper No. 210, 35 p. (2020; Zbl 07306899) Full Text: Link
Engelhardt, Dalit Dynamic control of stochastic evolution: a deep reinforcement learning approach to adaptively targeting emergent drug resistance. (English) Zbl 07306892 J. Mach. Learn. Res. 21, Paper No. 203, 30 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Engelhardt}, J. Mach. Learn. Res. 21, Paper No. 203, 30 p. (2020; Zbl 07306892) Full Text: Link
Agrawal, Devanshu; Papamarkou, Theodore; Hinkle, Jacob Wide neural networks with bottlenecks are deep Gaussian processes. (English) Zbl 07306874 J. Mach. Learn. Res. 21, Paper No. 175, 66 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Agrawal} et al., J. Mach. Learn. Res. 21, Paper No. 175, 66 p. (2020; Zbl 07306874) Full Text: Link
Nakada, Ryumei; Imaizumi, Masaaki Adaptive approximation and generalization of deep neural network with intrinsic dimensionality. (English) Zbl 07306873 J. Mach. Learn. Res. 21, Paper No. 174, 38 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Nakada} and \textit{M. Imaizumi}, J. Mach. Learn. Res. 21, Paper No. 174, 38 p. (2020; Zbl 07306873) Full Text: Link
Hoiles, William; Krishnamurthy, Vikram; Pattanayak, Kunal Rationally inattentive inverse reinforcement learning explains YouTube commenting behavior. (English) Zbl 07306871 J. Mach. Learn. Res. 21, Paper No. 170, 39 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Hoiles} et al., J. Mach. Learn. Res. 21, Paper No. 170, 39 p. (2020; Zbl 07306871) Full Text: Link
Hirata, Yoshito; Aihara, Kazuyuki Deep learning for nonlinear time series: examples for inferring slow driving forces. (English) Zbl 07306754 Int. J. Bifurcation Chaos Appl. Sci. Eng. 30, No. 15, Article ID 2050226, 13 p. (2020). MSC: 37 PDF BibTeX XML Cite \textit{Y. Hirata} and \textit{K. Aihara}, Int. J. Bifurcation Chaos Appl. Sci. Eng. 30, No. 15, Article ID 2050226, 13 p. (2020; Zbl 07306754) Full Text: DOI
Shi, Jianqiang; Chengchao, Shi; Lei, Han; Mengxi, Xu Smart grid short-term load estimation model based on BP neural network. (English) Zbl 07305626 Int. J. Comput. Sci. Math. 11, No. 2, 123-136 (2020). MSC: 90B10 68T07 90C59 PDF BibTeX XML Cite \textit{J. Shi} et al., Int. J. Comput. Sci. Math. 11, No. 2, 123--136 (2020; Zbl 07305626) Full Text: DOI
Kumar, Harendra; Giri, Shailendra Optimisation of makespan of a flow shop problem using multi layer neural network. (English) Zbl 07305625 Int. J. Comput. Sci. Math. 11, No. 2, 107-122 (2020). MSC: 90B35 68T07 PDF BibTeX XML Cite \textit{H. Kumar} and \textit{S. Giri}, Int. J. Comput. Sci. Math. 11, No. 2, 107--122 (2020; Zbl 07305625) Full Text: DOI
Pinheiro, G. R.; Carmo, D. S.; Yasuda, C.; Lotufo, R. A.; Rittner, L. Convolutional neural network on DTI data for sub-cortical brain structure segmentation. (English) Zbl 07304443 Bonet-Carne, Elisenda (ed.) et al., Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer (ISBN 978-3-030-52892-8/hbk; 978-3-030-52893-5/ebook). Mathematics and Visualization, 135-146 (2020). MSC: 92C55 92B20 68T07 PDF BibTeX XML Cite \textit{G. R. Pinheiro} et al., in: Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer. 135--146 (2020; Zbl 07304443) Full Text: DOI
Lucena, Oeslle; Vos, Sjoerd B.; Vakharia, Vejay; Duncan, John; Ourselin, Sebastien; Sparks, Rachel Convolutional neural networks for fiber orientation distribution enhancement to improve single-shell diffusion MRI tractography. (English) Zbl 07304440 Bonet-Carne, Elisenda (ed.) et al., Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer (ISBN 978-3-030-52892-8/hbk; 978-3-030-52893-5/ebook). Mathematics and Visualization, 101-112 (2020). MSC: 92C55 92B20 92-08 68T07 PDF BibTeX XML Cite \textit{O. Lucena} et al., in: Computational diffusion MRI. MICCAI workshop, Shenzhen, China, October 17, 2019. Cham: Springer. 101--112 (2020; Zbl 07304440) Full Text: DOI
Kim, Junhyuk; Lee, Changhoon Deep unsupervised learning of turbulence for inflow generation at various Reynolds numbers. (English) Zbl 07303174 J. Comput. Phys. 406, Article ID 109216, 23 p. (2020). MSC: 76-10 68T07 76F55 PDF BibTeX XML Cite \textit{J. Kim} and \textit{C. Lee}, J. Comput. Phys. 406, Article ID 109216, 23 p. (2020; Zbl 07303174) Full Text: DOI
Wu, Jin-Long; Kashinath, Karthik; Albert, Adrian; Chirila, Dragos; Prabhat; Xiao, Heng Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems. (English) Zbl 07303169 J. Comput. Phys. 406, Article ID 109209, 20 p. (2020). MSC: 76-10 68T07 76M28 76R10 PDF BibTeX XML Cite \textit{J.-L. Wu} et al., J. Comput. Phys. 406, Article ID 109209, 20 p. (2020; Zbl 07303169) Full Text: DOI
Geng, Zhenglin; Johnson, Daniel; Fedkiw, Ronald Coercing machine learning to output physically accurate results. (English) Zbl 07303148 J. Comput. Phys. 406, Article ID 109099, 17 p. (2020). MSC: 68T07 00A79 65D18 68U05 PDF BibTeX XML Cite \textit{Z. Geng} et al., J. Comput. Phys. 406, Article ID 109099, 17 p. (2020; Zbl 07303148) Full Text: DOI
Wang, Yating; Cheung, Siu Wun; Chung, Eric T.; Efendiev, Yalchin; Wang, Min Deep multiscale model learning. (English) Zbl 07303147 J. Comput. Phys. 406, Article ID 109071, 17 p. (2020). MSC: 76-10 68T07 76S05 65M55 PDF BibTeX XML Cite \textit{Y. Wang} et al., J. Comput. Phys. 406, Article ID 109071, 17 p. (2020; Zbl 07303147) Full Text: DOI
Han, Jiequn; Long, Jihao Convergence of the deep BSDE method for coupled FBSDEs. (English) Zbl 07302956 Probab. Uncertain. Quant. Risk 5, Paper No. 5, 32 p. (2020). MSC: 60H35 60H10 65C30 PDF BibTeX XML Cite \textit{J. Han} and \textit{J. Long}, Probab. Uncertain. Quant. Risk 5, Paper No. 5, 32 p. (2020; Zbl 07302956) Full Text: DOI
Jagtap, Ameya D.; Kawaguchi, Kenji; Karniadakis, George Em Adaptive activation functions accelerate convergence in deep and physics-informed neural networks. (English) Zbl 07302803 J. Comput. Phys. 404, Article ID 109136, 23 p. (2020). MSC: 68T07 65D15 65M32 PDF BibTeX XML Cite \textit{A. D. Jagtap} et al., J. Comput. Phys. 404, Article ID 109136, 23 p. (2020; Zbl 07302803) Full Text: DOI
Karumuri, Sharmila; Tripathy, Rohit; Bilionis, Ilias; Panchal, Jitesh Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks. (English) Zbl 07302792 J. Comput. Phys. 404, Article ID 109120, 31 p. (2020). MSC: 65C30 68T07 60H15 35R60 PDF BibTeX XML Cite \textit{S. Karumuri} et al., J. Comput. Phys. 404, Article ID 109120, 31 p. (2020; Zbl 07302792) Full Text: DOI
Fan, Yuwei; Ying, Lexing Solving electrical impedance tomography with deep learning. (English) Zbl 07302791 J. Comput. Phys. 404, Article ID 109119, 19 p. (2020). MSC: 65D18 68T07 65N21 PDF BibTeX XML Cite \textit{Y. Fan} and \textit{L. Ying}, J. Comput. Phys. 404, Article ID 109119, 19 p. (2020; Zbl 07302791) Full Text: DOI
Lee, Kookjin; Carlberg, Kevin T. Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders. (English) Zbl 07302777 J. Comput. Phys. 404, Article ID 108973, 32 p. (2020). MSC: 65P99 37M99 68T07 PDF BibTeX XML Cite \textit{K. Lee} and \textit{K. T. Carlberg}, J. Comput. Phys. 404, Article ID 108973, 32 p. (2020; Zbl 07302777) Full Text: DOI
Geneva, Nicholas; Zabaras, Nicholas Modeling the dynamics of PDE systems with physics-constrained deep auto-regressive networks. (English) Zbl 07302755 J. Comput. Phys. 403, Article ID 109056, 32 p. (2020). MSC: 65 65M75 65K10 65M70 68T07 PDF BibTeX XML Cite \textit{N. Geneva} and \textit{N. Zabaras}, J. Comput. Phys. 403, Article ID 109056, 32 p. (2020; Zbl 07302755) Full Text: DOI
Meng, Xuhui; Karniadakis, George Em A composite neural network that learns from multi-fidelity data: application to function approximation and inverse PDE problems. (English) Zbl 07302313 J. Comput. Phys. 401, Article ID 109020, 15 p. (2020). MSC: 76-10 68T07 76S05 76V05 PDF BibTeX XML Cite \textit{X. Meng} and \textit{G. E. Karniadakis}, J. Comput. Phys. 401, Article ID 109020, 15 p. (2020; Zbl 07302313) Full Text: DOI
Wang, Yating; Lin, Guang Efficient deep learning techniques for multiphase flow simulation in heterogeneous porousc media. (English) Zbl 07302287 J. Comput. Phys. 401, Article ID 108968, 18 p. (2020). MSC: 76-10 68T07 76S05 76T06 76M10 76M12 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{G. Lin}, J. Comput. Phys. 401, Article ID 108968, 18 p. (2020; Zbl 07302287) Full Text: DOI
Wang, Min; Cheung, Siu Wun; Leung, Wing Tat; Chung, Eric T.; Efendiev, Yalchin; Wheeler, Mary Reduced-order deep learning for flow dynamics. The interplay between deep learning and model reduction. (English) Zbl 07302283 J. Comput. Phys. 401, Article ID 108939, 20 p. (2020). MSC: 76-10 68T07 76S05 PDF BibTeX XML Cite \textit{M. Wang} et al., J. Comput. Phys. 401, Article ID 108939, 20 p. (2020; Zbl 07302283) Full Text: DOI
Wang, Zhongjian; Zhang, Zhiwen A mesh-free method for interface problems using the deep learning approach. (English) Zbl 07302269 J. Comput. Phys. 400, Article ID 108963, 16 p. (2020). MSC: 65 35J05 35J57 35J50 68T07 PDF BibTeX XML Cite \textit{Z. Wang} and \textit{Z. Zhang}, J. Comput. Phys. 400, Article ID 108963, 16 p. (2020; Zbl 07302269) Full Text: DOI
Buza, Krisztian Encouraging an appropriate representation simplifies training of neural networks. (English) Zbl 07300112 Acta Univ. Sapientiae, Inform. 12, No. 1, 102-111 (2020). MSC: 68T07 PDF BibTeX XML Cite \textit{K. Buza}, Acta Univ. Sapientiae, Inform. 12, No. 1, 102--111 (2020; Zbl 07300112) Full Text: DOI
Antal, Margit; Fejér, Norbert Mouse dynamics based user recognition using deep learning. (English) Zbl 07300108 Acta Univ. Sapientiae, Inform. 12, No. 1, 39-50 (2020). MSC: 68T10 PDF BibTeX XML Cite \textit{M. Antal} and \textit{N. Fejér}, Acta Univ. Sapientiae, Inform. 12, No. 1, 39--50 (2020; Zbl 07300108) Full Text: DOI
Tygert, Mark; Zbontar, Jure Simulating single-coil MRI from the responses of multiple coils. (English) Zbl 07299367 Commun. Appl. Math. Comput. Sci. 15, No. 2, 115-127 (2020). MSC: 68U10 78A50 78M50 92C55 65K10 78A55 94A08 PDF BibTeX XML Cite \textit{M. Tygert} and \textit{J. Zbontar}, Commun. Appl. Math. Comput. Sci. 15, No. 2, 115--127 (2020; Zbl 07299367) Full Text: DOI
Evangelista, Anderson Pablo Freitas; Serra, Ginalber Luiz de Oliveira State space black-box modelling via Markov parameters based on evolving type-2 neural-fuzzy inference system for nonlinear multivariable dynamic systems. (English) Zbl 1452.93016 Fuzzy Sets Syst. 394, 1-39 (2020). MSC: 93C42 93A14 68T05 68T37 68T07 PDF BibTeX XML Cite \textit{A. P. F. Evangelista} and \textit{G. L. de O. Serra}, Fuzzy Sets Syst. 394, 1--39 (2020; Zbl 1452.93016) Full Text: DOI
Sun, Qi; Tao, Yunzhe; Du, Qiang Stochastic training of residual networks in deep learning. (Chinese. English summary) Zbl 07295998 Math. Numer. Sin. 42, No. 3, 349-369 (2020). MSC: 68T05 93E35 49J15 49J20 PDF BibTeX XML Cite \textit{Q. Sun} et al., Math. Numer. Sin. 42, No. 3, 349--369 (2020; Zbl 07295998)
Wang, Zhiren; Gu, Haosheng; Ren, Fuquan; Shi, Ziteng; Wang, Rui Residual learning of deep CNN for image super-resolution. (Chinese. English summary) Zbl 07295955 J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 42-48 (2020). MSC: 68T05 68U10 PDF BibTeX XML Cite \textit{Z. Wang} et al., J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 42--48 (2020; Zbl 07295955) Full Text: DOI
Chen, Ke; Liang, Bin; Zuo, Jinglong; Zhu, Xingtong Multiple grains-gated convolutional neural networks for Chinese microblog sentiment analysis. (Chinese. English summary) Zbl 07295952 J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 21-26, 33 (2020). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{K. Chen} et al., J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 21--26, 33 (2020; Zbl 07295952) Full Text: DOI
Chen, Guanlin; Shi, Xiaolong; Zhou, Liang; Weng, Wenyong A text similarity semantic computing model based on deep reinforcement learning. (Chinese. English summary) Zbl 07295949 J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 1-8 (2020). MSC: 68T50 68T05 PDF BibTeX XML Cite \textit{G. Chen} et al., J. Zhengzhou Univ., Nat. Sci. Ed. 52, No. 3, 1--8 (2020; Zbl 07295949) Full Text: DOI
Han, Wenxuan; Alifu, Kuerban; Huang, Zitong Small-object fast detection in optical remote sensing images based on a modified SSD. (Chinese. English summary) Zbl 07295920 J. Xinjiang Univ., Nat. Sci. 37, No. 2, 163-169 (2020). MSC: 68T45 PDF BibTeX XML Cite \textit{W. Han} et al., J. Xinjiang Univ., Nat. Sci. 37, No. 2, 163--169 (2020; Zbl 07295920) Full Text: DOI
Du, Zhaoxin; Xie, Haining; Song, Jie; Zhou, Desheng; Zou, Xiaofeng; Chen, Ran; Zeng, Ping A trip fault identification method of distribution network based on image processing and deep learning. (Chinese. English summary) Zbl 07295899 J. Univ. Sci. Technol. China 50, No. 1, 39-48 (2020). MSC: 94C12 94A08 68T05 PDF BibTeX XML Cite \textit{Z. Du} et al., J. Univ. Sci. Technol. China 50, No. 1, 39--48 (2020; Zbl 07295899) Full Text: DOI
Hu, Fuyuan; Li, Linyan; Shang, Xinru; Shen, Junyu; Dai, Yongliang A review of object detection algorithms based on convolutional neural networks. (Chinese. English summary) Zbl 07295765 J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 1-10, 25 (2020). MSC: 68T45 68T05 PDF BibTeX XML Cite \textit{F. Hu} et al., J. Suzhou Univ. Sci. Technol., Nat. Sci. 37, No. 2, 1--10, 25 (2020; Zbl 07295765) Full Text: DOI
Liao, Enhong; Shu, Na; Li, Jiawei; Pang, Xiongwen A prediction model of cloud server performance based on temporal convolutional network. (Chinese. English summary) Zbl 07295759 J. South China Norm. Univ., Nat. Sci. Ed. 52, No. 4, 107-113 (2020). MSC: 62M20 68M11 68T05 PDF BibTeX XML Cite \textit{E. Liao} et al., J. South China Norm. Univ., Nat. Sci. Ed. 52, No. 4, 107--113 (2020; Zbl 07295759) Full Text: DOI
Liu, Shaopeng; Hong, Jiaming; Liang, Jiepeng; Jia, Xiping; Ouyang, Jia; Yin, Jian Medical image segmentation using semi-supervised conditional generative adversarial nets. (Chinese. English summary) Zbl 07295753 J. Softw. 31, No. 8, 2588-2602 (2020). MSC: 68U10 68T05 92C55 PDF BibTeX XML Cite \textit{S. Liu} et al., J. Softw. 31, No. 8, 2588--2602 (2020; Zbl 07295753) Full Text: DOI
Yang, Yang; Lv, Guanghong; Zhao, Hui; Li, Pengfei Survey on deep learning applications in software defined networking research. (Chinese. English summary) Zbl 07295742 J. Softw. 31, No. 7, 2184-2204 (2020). MSC: 68T05 68M01 PDF BibTeX XML Cite \textit{Y. Yang} et al., J. Softw. 31, No. 7, 2184--2204 (2020; Zbl 07295742) Full Text: DOI
Du, Fei; Yang, Yun; Hu, Yuanyuan; Cao, Lijuan Easy way for multilayer gradient supplies. (Chinese. English summary) Zbl 07295740 J. Softw. 31, No. 7, 2157-2168 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Du} et al., J. Softw. 31, No. 7, 2157--2168 (2020; Zbl 07295740) Full Text: DOI
Li, Yun; Huang, Chenlin; Wang, Zhongfeng; Yuan, Lu; Wang, Xiaochuan Survey of software vulnerability mining methods based on machine learning. (Chinese. English summary) Zbl 07295736 J. Softw. 31, No. 7, 2040-2061 (2020). MSC: 68M15 68T35 68T05 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Softw. 31, No. 7, 2040--2061 (2020; Zbl 07295736) Full Text: DOI
Yu, Zhen; Fu, Jiangmeng; Liu, Lijun Probabilistic neural network fault diagnosis model based on FFT. (Chinese. English summary) Zbl 07295728 J. Sichuan Univ., Nat. Sci. Ed. 57, No. 5, 909-914 (2020). MSC: 94C12 68T07 PDF BibTeX XML Cite \textit{Z. Yu} et al., J. Sichuan Univ., Nat. Sci. Ed. 57, No. 5, 909--914 (2020; Zbl 07295728) Full Text: DOI
Li, Di; Wang, Yan; Ma, Zongqing; Zhang, Bo; Luo, Hong; Zhou, Jiliu Ultrasound image segmentation based on DenseASPP model. (Chinese. English summary) Zbl 07295717 J. Sichuan Univ., Nat. Sci. Ed. 57, No. 4, 741-748 (2020). MSC: 92C55 68T07 PDF BibTeX XML Cite \textit{D. Li} et al., J. Sichuan Univ., Nat. Sci. Ed. 57, No. 4, 741--748 (2020; Zbl 07295717) Full Text: DOI
Hu, Henghao; Wang, Junfeng; Fang, Zhiyang; Zhou, Haixia Deep transfer learning based pulmonary tuberculosis lesions detection on DR films. (Chinese. English summary) Zbl 07295701 J. Sichuan Univ., Nat. Sci. Ed. 57, No. 3, 459-468 (2020). MSC: 68T10 68T05 92C55 PDF BibTeX XML Cite \textit{H. Hu} et al., J. Sichuan Univ., Nat. Sci. Ed. 57, No. 3, 459--468 (2020; Zbl 07295701) Full Text: DOI
Sun, Wenyun; Song, Yu; Chen, Changsheng An orthogonal facial feature learning method based on convolutional-deconvolutional network. (Chinese. English summary) Zbl 07295680 J. Shenzhen Univ., Sci. Eng. 37, No. 5, 474-481 (2020). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{W. Sun} et al., J. Shenzhen Univ., Sci. Eng. 37, No. 5, 474--481 (2020; Zbl 07295680) Full Text: DOI
Gu, Junhua; Sun, Zheran; Wang, Feng; Qi, Yongjun; Zhang, Yajuan Classification of benign and malignant pulmonary nodules based on multi-scale feature fusion. (Chinese. English summary) Zbl 07295677 J. Shenzhen Univ., Sci. Eng. 37, No. 4, 417-424 (2020). MSC: 68T10 92C55 PDF BibTeX XML Cite \textit{J. Gu} et al., J. Shenzhen Univ., Sci. Eng. 37, No. 4, 417--424 (2020; Zbl 07295677) Full Text: DOI
Zhao, Fengjun; Zhang, Han; Chen, Yibing; He, Xiaowei; Song, Xiaolei Coronary artery segmentation from CTA images using a semi-supervised learning method with a multi-scale decomposition network. (Chinese. English summary) Zbl 07295594 J. Northwest Univ., Nat. Sci. Ed. 50, No. 4, 560-570 (2020). MSC: 92C55 68T05 PDF BibTeX XML Cite \textit{F. Zhao} et al., J. Northwest Univ., Nat. Sci. Ed. 50, No. 4, 560--570 (2020; Zbl 07295594) Full Text: DOI
Feng, Xiaoyi; Huang, Dong; Cui, Shaoxing; Wang, Kunwei Spatial-temporal attention network for facial expression recognition. (Chinese. English summary) Zbl 07295587 J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 319-327 (2020). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{X. Feng} et al., J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 319--327 (2020; Zbl 07295587) Full Text: DOI
Peng, Jinye; Cao, Yu; Zhang, Yongqin; Peng, Xianlin; Li, Zhan; Wang, Jun; Zhang, Qunxi; Yang, Rui MeGAN: multi-task enhanced generative adversarial network for image synthesis. (Chinese. English summary) Zbl 07295586 J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 311-318 (2020). MSC: 68U10 68T05 68T45 PDF BibTeX XML Cite \textit{J. Peng} et al., J. Northwest Univ., Nat. Sci. Ed. 50, No. 3, 311--318 (2020; Zbl 07295586) Full Text: DOI
Xiang, Jinyong; Liu, Xiaolong; Ding, Mingyang; Li, Huan; Cao, Wenting Convolutional recurrent deep learning model for sentence sentiment classification. (Chinese. English summary) Zbl 07295577 J. Northeast Norm. Univ., Nat. Sci. Ed. 52, No. 2, 73-79 (2020). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{J. Xiang} et al., J. Northeast Norm. Univ., Nat. Sci. Ed. 52, No. 2, 73--79 (2020; Zbl 07295577) Full Text: DOI
Bai, Lu; Wang, Lianming Convolutional neural network for speech recognition. (Chinese. English summary) Zbl 07295574 J. Northeast Norm. Univ., Nat. Sci. Ed. 52, No. 2, 52-57 (2020). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{L. Bai} and \textit{L. Wang}, J. Northeast Norm. Univ., Nat. Sci. Ed. 52, No. 2, 52--57 (2020; Zbl 07295574) Full Text: DOI
Bai, Yuyang; Zhu, Fuzhen An improved remote sensing images super-resolution method based on residual convolution neural network. (Chinese. English summary) Zbl 07295543 J. Nat. Sci. Heilongjiang Univ. 37, No. 3, 372-378 (2020). MSC: 94A08 68U10 68T05 PDF BibTeX XML Cite \textit{Y. Bai} and \textit{F. Zhu}, J. Nat. Sci. Heilongjiang Univ. 37, No. 3, 372--378 (2020; Zbl 07295543) Full Text: DOI
Tang, Can; Tang, Lianggui; Liu, Bo A survey of image feature detection and matching methods. (English) Zbl 07295500 J. Nanjing Univ. Inf. Sci. Technol., Nat. Sci. 12, No. 3, 261-273 (2020). MSC: 68T10 68T45 68U10 PDF BibTeX XML Cite \textit{C. Tang} et al., J. Nanjing Univ. Inf. Sci. Technol., Nat. Sci. 12, No. 3, 261--273 (2020; Zbl 07295500) Full Text: DOI
Li, Tingting; Hu, Yulong; Wei, Fenglin Improved facial expression recognition algorithm based on GAN and application. (Chinese. English summary) Zbl 07295389 J. Jilin Univ., Sci. 58, No. 3, 605-610 (2020). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{T. Li} et al., J. Jilin Univ., Sci. 58, No. 3, 605--610 (2020; Zbl 07295389) Full Text: DOI
Liu, Jieyu; Zhao, Tong; Liu, Min Ship target detection in SAR image based on RetinaNet. (Chinese. English summary) Zbl 07295346 J. Hunan Univ., Nat. Sci. 47, No. 2, 85-91 (2020). MSC: 68T10 68U10 68T05 PDF BibTeX XML Cite \textit{J. Liu} et al., J. Hunan Univ., Nat. Sci. 47, No. 2, 85--91 (2020; Zbl 07295346) Full Text: DOI
Zhu, Tianfang; Hu, Shushan; Yu, Riji; Li, Wenjing 3D model retrieval algorithm based on multi-view images and convolutional neural network. (Chinese. English summary) Zbl 07295333 J. Hubei Univ., Nat. Sci. 42, No. 3, 325-333 (2020). MSC: 68P20 68T10 68T05 PDF BibTeX XML Cite \textit{T. Zhu} et al., J. Hubei Univ., Nat. Sci. 42, No. 3, 325--333 (2020; Zbl 07295333) Full Text: DOI
Yi, Jiaming; Hu, Xiaolong Image recognition in automatic pouring of aluminum plant based on deep learning. (Chinese. English summary) Zbl 07295332 J. Hubei Univ., Nat. Sci. 42, No. 3, 320-324 (2020). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{J. Yi} and \textit{X. Hu}, J. Hubei Univ., Nat. Sci. 42, No. 3, 320--324 (2020; Zbl 07295332) Full Text: DOI
Wang, Lipeng; Zhang, Zhi; Su, Li; Nie, Wenchang Target recognition and location using deep learning based on selected patterns. (Chinese. English summary) Zbl 07295296 J. Harbin Eng. Univ. 41, No. 4, 549-555 (2020). MSC: 68T10 68T05 PDF BibTeX XML Cite \textit{L. Wang} et al., J. Harbin Eng. Univ. 41, No. 4, 549--555 (2020; Zbl 07295296) Full Text: DOI
Xiao, Kun Portability analysis of multi-layer convolutional neural network’s deep learning algorithm. (Chinese. English summary) Zbl 07295294 J. Harbin Eng. Univ. 41, No. 3, 420-424 (2020). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{K. Xiao}, J. Harbin Eng. Univ. 41, No. 3, 420--424 (2020; Zbl 07295294) Full Text: DOI
Wang, Shengsheng; Zhang, Hang; Pan, Yancen Autoencoder with improved SPNs and its application in sentiment analysis for short texts. (Chinese. English summary) Zbl 07295293 J. Harbin Eng. Univ. 41, No. 3, 411-419 (2020). MSC: 68P30 68T05 PDF BibTeX XML Cite \textit{S. Wang} et al., J. Harbin Eng. Univ. 41, No. 3, 411--419 (2020; Zbl 07295293) Full Text: DOI
Huang, Xun; Sun, Junmei Student public opinion analysis system based on deeping learning algorithm. (English) Zbl 07295291 J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 4, 427-431 (2020). MSC: 68M11 68T05 PDF BibTeX XML Cite \textit{X. Huang} and \textit{J. Sun}, J. Hangzhou Norm. Univ., Nat. Sci. 19, No. 4, 427--431 (2020; Zbl 07295291) Full Text: DOI
He, Juncai; Li, Lin; Xu, Jinchao; Zheng, Chunyue ReLU deep neural networks and linear finite elements. (English) Zbl 07295204 J. Comput. Math. 38, No. 3, 502-527 (2020). MSC: 68T05 65N30 PDF BibTeX XML Cite \textit{J. He} et al., J. Comput. Math. 38, No. 3, 502--527 (2020; Zbl 07295204) Full Text: DOI
Du, Boyang; Kong, Xiangyu; Feng, Xiaowei Algorithm and its performance analysis of principal singular subspace tracking. (Chinese. English summary) Zbl 07295091 Control Theory Appl. 37, No. 7, 1491-1500 (2020). MSC: 94A12 68T07 PDF BibTeX XML Cite \textit{B. Du} et al., Control Theory Appl. 37, No. 7, 1491--1500 (2020; Zbl 07295091) Full Text: DOI
Xu, Cong; Li, Qing; Zhang, Dezheng; Chen, Peng; Cui, Jiarui Research progress of deep reinforcement learning applied to text generation. (Chinese. English summary) Zbl 07295036 Chin. J. Eng. 42, No. 4, 399-411 (2020). MSC: 68T05 68T50 PDF BibTeX XML Cite \textit{C. Xu} et al., Chin. J. Eng. 42, No. 4, 399--411 (2020; Zbl 07295036) Full Text: DOI
Jia, Chengfeng; Han, Hua; Lv, Ya’nan; Zhang, Lu Link prediction algorithm based on Word2vec and particle swarm. (Chinese. English summary) Zbl 07294834 Acta Autom. Sin. 46, No. 8, 1703-1713 (2020). MSC: 62M20 68T10 68T20 05C82 PDF BibTeX XML Cite \textit{C. Jia} et al., Acta Autom. Sin. 46, No. 8, 1703--1713 (2020; Zbl 07294834) Full Text: DOI
Bo, Yingchun; Zhang, Xin; Liu, Bao Delayed deep echo state network and its application on time series prediction. (Chinese. English summary) Zbl 07294831 Acta Autom. Sin. 46, No. 8, 1644-1653 (2020). MSC: 68T05 62M10 PDF BibTeX XML Cite \textit{Y. Bo} et al., Acta Autom. Sin. 46, No. 8, 1644--1653 (2020; Zbl 07294831) Full Text: DOI
Sun, Changyin; Mu, Chaoxu Important scientific problems of multi-agent deep reinforcement learning. (Chinese. English summary) Zbl 07294815 Acta Autom. Sin. 46, No. 7, 1301-1312 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{C. Sun} and \textit{C. Mu}, Acta Autom. Sin. 46, No. 7, 1301--1312 (2020; Zbl 07294815) Full Text: DOI
Xu, Renchao; Yan, Weiwu; Wang, Guoliang; Yang, Jiancheng; Zhang, Xi Time series forecasting based on seasonality modeling and its application to electricity price forecasting. (Chinese. English summary) Zbl 07294804 Acta Autom. Sin. 46, No. 6, 1136-1144 (2020). MSC: 62M10 62M20 62M45 62P20 PDF BibTeX XML Cite \textit{R. Xu} et al., Acta Autom. Sin. 46, No. 6, 1136--1144 (2020; Zbl 07294804) Full Text: DOI
Salih, Omran; Viriri, Serestina Skin lesion segmantation using local binary convolution-deconvolution architecture. (English) Zbl 07293301 Image Anal. Stereol. 39, No. 3, 169-185 (2020). MSC: 62P10 62H35 68T05 PDF BibTeX XML Cite \textit{O. Salih} and \textit{S. Viriri}, Image Anal. Stereol. 39, No. 3, 169--185 (2020; Zbl 07293301) Full Text: DOI
Fumero, Francisco; Diaz-Aleman, Tinguaro; Sigut, Jose; Alayon, Silvia; Arnay, Rafael; Angel-Pereira, Denisse RIM-ONE DL: a unified retinal image database for assessing glaucoma using deep learning. (English) Zbl 07293300 Image Anal. Stereol. 39, No. 3, 161-167 (2020). MSC: 62P10 62H35 62M45 68T05 PDF BibTeX XML Cite \textit{F. Fumero} et al., Image Anal. Stereol. 39, No. 3, 161--167 (2020; Zbl 07293300) Full Text: DOI
Zhang, Hai-Miao; Dong, Bin A review on deep learning in medical image reconstruction. (English) Zbl 07292558 J. Oper. Res. Soc. China 8, No. 2, 311-340 (2020). MSC: 60H10 92C55 93C15 94A08 PDF BibTeX XML Cite \textit{H.-M. Zhang} and \textit{B. Dong}, J. Oper. Res. Soc. China 8, No. 2, 311--340 (2020; Zbl 07292558) Full Text: DOI
Sun, Ruo-Yu Optimization for deep learning: an overview. (English) Zbl 07292556 J. Oper. Res. Soc. China 8, No. 2, 249-294 (2020). MSC: 90C30 68Q32 PDF BibTeX XML Cite \textit{R.-Y. Sun}, J. Oper. Res. Soc. China 8, No. 2, 249--294 (2020; Zbl 07292556) Full Text: DOI
Agarwal, Divyansh; Wang, Jingshu; Zhang, Nancy R. Data denoising and post-denoising corrections in single cell RNA sequencing. (English) Zbl 07292499 Stat. Sci. 35, No. 1, 112-128 (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Agarwal} et al., Stat. Sci. 35, No. 1, 112--128 (2020; Zbl 07292499) Full Text: DOI Euclid
Zhou, Yaqin; Tang, Shaojie Differentially private distributed learning. (English) Zbl 07290875 INFORMS J. Comput. 32, No. 3, 779-789 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Zhou} and \textit{S. Tang}, INFORMS J. Comput. 32, No. 3, 779--789 (2020; Zbl 07290875) Full Text: DOI
Sayed, Wafaa S.; Gamal, Mostafa; Abdelrazek, Moemen; El-Tantawy, Samah Towards a learning style and knowledge level-based adaptive personalized platform for an effective and advanced learning for school students. (English) Zbl 07287552 Farouk, Mohamed Hesham (ed.) et al., Recent advances in engineering math and physics. Proceedings of the international conference, RAEMP 2019, Cairo, Egypt, December 24–26, 2019. Cham: Springer (ISBN 978-3-030-39846-0/hbk; 978-3-030-39847-7/ebook). 261-273 (2020). MSC: 68T 97U PDF BibTeX XML Cite \textit{W. S. Sayed} et al., in: Recent advances in engineering math and physics. Proceedings of the international conference, RAEMP 2019, Cairo, Egypt, December 24--26, 2019. Cham: Springer. 261--273 (2020; Zbl 07287552) Full Text: DOI
Hutzenthaler, Martin; Jentzen, Arnulf; Kruse, Thomas; Nguyen, Tuan Anh A proof that rectified deep neural networks overcome the curse of dimensionality in the numerical approximation of semilinear heat equations. (English) Zbl 07286430 SN Partial Differ. Equ. Appl. 1, No. 2, Paper No. 10, 34 p. (2020). MSC: 65C99 68T05 68T07 PDF BibTeX XML Cite \textit{M. Hutzenthaler} et al., SN Partial Differ. Equ. Appl. 1, No. 2, Paper No. 10, 34 p. (2020; Zbl 07286430) Full Text: DOI