Johnson, Daniel; Fedkiw, Ronald Addressing discontinuous root-finding for subsequent differentiability in machine learning, inverse problems, and control. (English) Zbl 07811312 J. Comput. Phys. 497, Article ID 112624, 58 p. (2024). MSC: 68Txx 65Mxx 65Nxx PDFBibTeX XMLCite \textit{D. Johnson} and \textit{R. Fedkiw}, J. Comput. Phys. 497, Article ID 112624, 58 p. (2024; Zbl 07811312) Full Text: DOI arXiv
Klawonn, Axel; Lanser, Martin; Weber, Janine Learning adaptive coarse basis functions of FETI-DP. (English) Zbl 07807992 J. Comput. Phys. 496, Article ID 112587, 17 p. (2024). MSC: 65Nxx 65Fxx 68Txx PDFBibTeX XMLCite \textit{A. Klawonn} et al., J. Comput. Phys. 496, Article ID 112587, 17 p. (2024; Zbl 07807992) Full Text: DOI
O’Leary-Roseberry, Thomas; Chen, Peng; Villa, Umberto; Ghattas, Omar Derivative-informed neural operator: an efficient framework for high-dimensional parametric derivative learning. (English) Zbl 07807978 J. Comput. Phys. 496, Article ID 112555, 21 p. (2024). MSC: 35Qxx 35Rxx 65Cxx PDFBibTeX XMLCite \textit{T. O'Leary-Roseberry} et al., J. Comput. Phys. 496, Article ID 112555, 21 p. (2024; Zbl 07807978) Full Text: DOI arXiv
Zou, Zongren; Meng, Xuhui; Psaros, Apostolos F.; Karniadakis, George E. NeuralUQ: a comprehensive library for uncertainty quantification in neural differential equations and operators. (English) Zbl 07805456 SIAM Rev. 66, No. 1, 161-190 (2024). MSC: 68T07 PDFBibTeX XMLCite \textit{Z. Zou} et al., SIAM Rev. 66, No. 1, 161--190 (2024; Zbl 07805456) Full Text: DOI arXiv
Duff, M. A. G.; Campbell, N. D. F.; Ehrhardt, M. J. Regularising inverse problems with generative machine learning models. (English) Zbl 07805340 J. Math. Imaging Vis. 66, No. 1, 37-56 (2024). MSC: 68U10 94A08 68Q32 65M32 PDFBibTeX XMLCite \textit{M. A. G. Duff} et al., J. Math. Imaging Vis. 66, No. 1, 37--56 (2024; Zbl 07805340) Full Text: DOI arXiv OA License
Freitas dos Santos, Thiago; Osman, Nardine; Schorlemmer, Marco Is this a violation? Learning and understanding norm violations in online communities. (English) Zbl 07803990 Artif. Intell. 327, Article ID 104058, 34 p. (2024). MSC: 68T42 68T05 68T10 PDFBibTeX XMLCite \textit{T. Freitas dos Santos} et al., Artif. Intell. 327, Article ID 104058, 34 p. (2024; Zbl 07803990) Full Text: DOI
Chen, Wenqian; Stinis, Panos Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations. (English) Zbl 07797662 J. Comput. Phys. 498, Article ID 112683, 21 p. (2024). MSC: 68Txx 65Mxx 76Dxx PDFBibTeX XMLCite \textit{W. Chen} and \textit{P. Stinis}, J. Comput. Phys. 498, Article ID 112683, 21 p. (2024; Zbl 07797662) Full Text: DOI arXiv
Li, Tianyi Micromechanics-informed parametric deep material network for physics behavior prediction of heterogeneous materials with a varying morphology. (English) Zbl 07796704 Comput. Methods Appl. Mech. Eng. 419, Article ID 116687, 37 p. (2024). MSC: 74-XX 68-XX PDFBibTeX XMLCite \textit{T. Li}, Comput. Methods Appl. Mech. Eng. 419, Article ID 116687, 37 p. (2024; Zbl 07796704) Full Text: DOI arXiv
Jha, Prashant K. Residual-based error corrector operator to enhance accuracy and reliability of neural operator surrogates of nonlinear variational boundary-value problems. (English) Zbl 07796653 Comput. Methods Appl. Mech. Eng. 419, Article ID 116595, 27 p. (2024). MSC: 65-XX 47-XX PDFBibTeX XMLCite \textit{P. K. Jha}, Comput. Methods Appl. Mech. Eng. 419, Article ID 116595, 27 p. (2024; Zbl 07796653) Full Text: DOI arXiv
Ren, Pu; Rao, Chengping; Chen, Su; Wang, Jian-Xun; Sun, Hao; Liu, Yang SeismicNET: physics-informed neural networks for seismic wave modeling in semi-infinite domain. (English) Zbl 07788833 Comput. Phys. Commun. 295, Article ID 109010, 16 p. (2024). MSC: 74S99 74L05 74J10 68T07 86A15 PDFBibTeX XMLCite \textit{P. Ren} et al., Comput. Phys. Commun. 295, Article ID 109010, 16 p. (2024; Zbl 07788833) Full Text: DOI arXiv
Pallikarakis, Nikolaos; Ntargaras, Andreas Application of machine learning regression models to inverse eigenvalue problems. (English) Zbl 07784357 Comput. Math. Appl. 154, 162-174 (2024). MSC: 65-XX 35R30 34A55 34B24 35P25 68T05 PDFBibTeX XMLCite \textit{N. Pallikarakis} and \textit{A. Ntargaras}, Comput. Math. Appl. 154, 162--174 (2024; Zbl 07784357) Full Text: DOI arXiv
Putri, Endah R. M.; Shahab, Muhammad L.; Iqbal, Mohammad; Mukhlash, Imam; Hakam, Amirul; Mardianto, Lutfi; Susanto, Hadi A deep-genetic algorithm (deep-GA) approach for high-dimensional nonlinear parabolic partial differential equations. (English) Zbl 07784353 Comput. Math. Appl. 154, 120-127 (2024). MSC: 91G60 65M75 68W50 68T07 91G20 PDFBibTeX XMLCite \textit{E. R. M. Putri} et al., Comput. Math. Appl. 154, 120--127 (2024; Zbl 07784353) Full Text: DOI arXiv
Omella, Ángel J.; Pardo, David \(r\)-adaptive deep learning method for solving partial differential equations. (English) Zbl 07784324 Comput. Math. Appl. 153, 33-42 (2024). MSC: 68T05 65N30 65M50 65N15 68T07 PDFBibTeX XMLCite \textit{Á. J. Omella} and \textit{D. Pardo}, Comput. Math. Appl. 153, 33--42 (2024; Zbl 07784324) Full Text: DOI arXiv
Ortega-Fernandez, Ines; Sestelo, Marta; Villanueva, Nora M. Explainable generalized additive neural networks with independent neural network training. (English) Zbl 1523.62028 Stat. Comput. 34, No. 1, Paper No. 6, 11 p. (2024). MSC: 62-08 68T07 PDFBibTeX XMLCite \textit{I. Ortega-Fernandez} et al., Stat. Comput. 34, No. 1, Paper No. 6, 11 p. (2024; Zbl 1523.62028) Full Text: DOI
Lalor, John Patrick; Rodriguez, Pedro py-irt: a scalable item response theory library for Python. (English) Zbl 07809815 INFORMS J. Comput. 35, No. 1, 5-13 (2023). MSC: 90Cxx PDFBibTeX XMLCite \textit{J. P. Lalor} and \textit{P. Rodriguez}, INFORMS J. Comput. 35, No. 1, 5--13 (2023; Zbl 07809815) Full Text: DOI arXiv
Yao, Yanzhong; Guo, Jiawei; Gu, Tongxiang A deep learning method for multi-material diffusion problems based on physics-informed neural networks. (English) Zbl 07804961 Comput. Methods Appl. Mech. Eng. 417, Part A, Article ID 116395, 18 p. (2023). MSC: 65-XX 68-XX PDFBibTeX XMLCite \textit{Y. Yao} et al., Comput. Methods Appl. Mech. Eng. 417, Part A, Article ID 116395, 18 p. (2023; Zbl 07804961) Full Text: DOI arXiv
Snyder, William; Anaya, Alex Santiago; Krometis, Justin; Iliescu, Traian; De Vita, Raffaella A numerical comparison of simplified Galerkin and machine learning reduced order models for vaginal deformations. (English) Zbl 07801660 Comput. Math. Appl. 152, 168-180 (2023). MSC: 92-XX 68-XX PDFBibTeX XMLCite \textit{W. Snyder} et al., Comput. Math. Appl. 152, 168--180 (2023; Zbl 07801660) Full Text: DOI
Shin, Wooyoung; Jung, Yoonsuh Deep support vector quantile regression with non-crossing constraints. (English) Zbl 07800946 Comput. Stat. 38, No. 4, 1947-1976 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{W. Shin} and \textit{Y. Jung}, Comput. Stat. 38, No. 4, 1947--1976 (2023; Zbl 07800946) Full Text: DOI
Bao, Yajie; Chan, Kimberly J.; Mesbah, Ali; Velni, Javad Mohammadpour Learning-based adaptive-scenario-tree model predictive control with improved probabilistic safety using robust Bayesian neural networks. (English) Zbl 07800435 Int. J. Robust Nonlinear Control 33, No. 5, 3312-3333 (2023). MSC: 93C40 93B45 93C10 PDFBibTeX XMLCite \textit{Y. Bao} et al., Int. J. Robust Nonlinear Control 33, No. 5, 3312--3333 (2023; Zbl 07800435) Full Text: DOI
Kolm, Petter N.; Turiel, Jeremy; Westray, Nicholas Deep order flow imbalance: extracting alpha at multiple horizons from the limit order book. (English) Zbl 07797373 Math. Finance 33, No. 4, 1044-1081 (2023). MSC: 91G15 68T07 PDFBibTeX XMLCite \textit{P. N. Kolm} et al., Math. Finance 33, No. 4, 1044--1081 (2023; Zbl 07797373) Full Text: DOI
Franz, Maja; Wolf, Lucas; Periyasamy, Maniraman; Ufrecht, Christian; Scherer, Daniel D.; Plinge, Axel; Mutschler, Christopher; Mauerer, Wolfgang Uncovering instabilities in variational-quantum deep Q-networks. (English) Zbl 07790017 J. Franklin Inst. 360, No. 17, 13822-13844 (2023). MSC: 68T07 81P68 PDFBibTeX XMLCite \textit{M. Franz} et al., J. Franklin Inst. 360, No. 17, 13822--13844 (2023; Zbl 07790017) Full Text: DOI arXiv
Zheng, Jin; Gao, Qing; Lü, Jinhu; Ogorzałek, Maciej; Pan, Yu; Lü, Yanxuan Design of a quantum convolutional neural network on quantum circuits. (English) Zbl 07790014 J. Franklin Inst. 360, No. 17, 13761-13777 (2023). MSC: 68T05 81P68 68Q12 PDFBibTeX XMLCite \textit{J. Zheng} et al., J. Franklin Inst. 360, No. 17, 13761--13777 (2023; Zbl 07790014) Full Text: DOI
Chang, Cheng; Zeng, Tieyong A hybrid data-driven-physics-constrained Gaussian process regression framework with deep kernel for uncertainty quantification. (English) Zbl 07788134 J. Comput. Phys. 486, Article ID 112129, 14 p. (2023). MSC: 68Txx 65Cxx 60Hxx PDFBibTeX XMLCite \textit{C. Chang} and \textit{T. Zeng}, J. Comput. Phys. 486, Article ID 112129, 14 p. (2023; Zbl 07788134) Full Text: DOI arXiv
Cao, Lianghao; O’Leary-Roseberry, Thomas; Jha, Prashant K.; Oden, J. Tinsley; Ghattas, Omar Residual-based error correction for neural operator accelerated Infinite-dimensional Bayesian inverse problems. (English) Zbl 07788122 J. Comput. Phys. 486, Article ID 112104, 33 p. (2023). MSC: 65Nxx 65Cxx 35Rxx PDFBibTeX XMLCite \textit{L. Cao} et al., J. Comput. Phys. 486, Article ID 112104, 33 p. (2023; Zbl 07788122) Full Text: DOI arXiv
Bürkner, Paul-Christian; Scholz, Maximilian; Radev, Stefan T. Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy. (English) Zbl 07785068 Stat. Surv. 17, 216-310 (2023). MSC: 62C05 62C10 PDFBibTeX XMLCite \textit{P.-C. Bürkner} et al., Stat. Surv. 17, 216--310 (2023; Zbl 07785068) Full Text: DOI arXiv Link
Li, Ziyi; Shen, Yu; Ning, Jing Accommodating time-varying heterogeneity in risk estimation under the Cox model: a transfer learning approach. (English) Zbl 07784907 J. Am. Stat. Assoc. 118, No. 544, 2276-2287 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Li} et al., J. Am. Stat. Assoc. 118, No. 544, 2276--2287 (2023; Zbl 07784907) Full Text: DOI OA License
Rainio, Oona; Nasser, Mohamed M. S.; Vuorinen, Matti; Klén, Riku Image augmentation with conformal mappings for a convolutional neural network. (English) Zbl 07784412 Comput. Appl. Math. 42, No. 8, Paper No. 361, 13 p. (2023). MSC: 30C30 68U10 PDFBibTeX XMLCite \textit{O. Rainio} et al., Comput. Appl. Math. 42, No. 8, Paper No. 361, 13 p. (2023; Zbl 07784412) Full Text: DOI arXiv OA License
Huang, Haoxiang; Yang, Vigor; Liu, Yingjie Neural networks with local converging inputs (NNLCI) for solving conservation laws. II: 2D problems. (English) Zbl 07783914 Commun. Comput. Phys. 34, No. 4, 907-933 (2023). MSC: 65L99 65M99 65N99 68T99 76L05 PDFBibTeX XMLCite \textit{H. Huang} et al., Commun. Comput. Phys. 34, No. 4, 907--933 (2023; Zbl 07783914) Full Text: DOI
Amos, Brandon Tutorial on amortized optimization. (English) Zbl 1525.68107 Found. Trends Mach. Learn. 16, No. 5, 592-732 (2023). MSC: 68T05 65K10 68T07 65-02 68-02 PDFBibTeX XMLCite \textit{B. Amos}, Found. Trends Mach. Learn. 16, No. 5, 592--732 (2023; Zbl 1525.68107) Full Text: DOI arXiv
Zhu, Xingwen; Hu, Xiaozhe; Sun, Pengtao Physics-informed neural networks for solving dynamic two-phase interface problems. (English) Zbl 1528.35105 SIAM J. Sci. Comput. 45, No. 6, A2912-A2944 (2023). MSC: 35Q30 65N99 65M06 65K10 65M15 68T07 68Q32 74F10 76D05 76T06 82C32 PDFBibTeX XMLCite \textit{X. Zhu} et al., SIAM J. Sci. Comput. 45, No. 6, A2912--A2944 (2023; Zbl 1528.35105) Full Text: DOI arXiv
Msakni, Mohamed Kais; Risan, Anders; Schütz, Peter Using machine learning prediction models for quality control: a case study from the automotive industry. (English) Zbl 07778017 Comput. Manag. Sci. 20, Paper No. 14, 28 p. (2023). MSC: 90Bxx 68T07 68T09 62H10 PDFBibTeX XMLCite \textit{M. K. Msakni} et al., Comput. Manag. Sci. 20, Paper No. 14, 28 p. (2023; Zbl 07778017) Full Text: DOI
Martin-Linares, Cristina P.; Psarellis, Yorgos M.; Karapetsas, George; Koronaki, Eleni D.; Kevrekidis, Ioannis G. Physics-agnostic and physics-infused machine learning for thin films flows: modelling, and predictions from small data. (English) Zbl 07774980 J. Fluid Mech. 975, Paper No. A41, 22 p. (2023). MSC: 76M99 76A20 68T05 PDFBibTeX XMLCite \textit{C. P. Martin-Linares} et al., J. Fluid Mech. 975, Paper No. A41, 22 p. (2023; Zbl 07774980) Full Text: DOI arXiv OA License
Tandale, Saurabh Balkrishna; Stoffel, Marcus Recurrent and convolutional neural networks in structural dynamics: a modified attention steered encoder-decoder architecture versus LSTM versus GRU versus TCN topologies to predict the response of shock wave-loaded plates. (English) Zbl 1528.74116 Comput. Mech. 72, No. 4, 765-786 (2023). MSC: 74S99 74K20 74C10 74J40 68T07 PDFBibTeX XMLCite \textit{S. B. Tandale} and \textit{M. Stoffel}, Comput. Mech. 72, No. 4, 765--786 (2023; Zbl 1528.74116) Full Text: DOI OA License
Deveney, Teo; Mueller, Eike H.; Shardlow, Tony Deep surrogate accelerated delayed-acceptance Hamiltonian Monte Carlo for Bayesian inference of spatio-temporal heat fluxes in rotating disc systems. (English) Zbl 1527.65003 SIAM/ASA J. Uncertain. Quantif. 11, 970-995 (2023). MSC: 65C20 65M32 62F15 68T07 65Z05 PDFBibTeX XMLCite \textit{T. Deveney} et al., SIAM/ASA J. Uncertain. Quantif. 11, 970--995 (2023; Zbl 1527.65003) Full Text: DOI arXiv
Phillips, Toby R. F.; Heaney, Claire E.; Chen, Boyang; Buchan, Andrew G.; Pain, Christopher C. Solving the discretised neutron diffusion equations using neural networks. (English) Zbl 07772328 Int. J. Numer. Methods Eng. 124, No. 21, 4659-4686 (2023). MSC: 65N06 65N08 65D19 68T05 82D75 PDFBibTeX XMLCite \textit{T. R. F. Phillips} et al., Int. J. Numer. Methods Eng. 124, No. 21, 4659--4686 (2023; Zbl 07772328) Full Text: DOI arXiv OA License
Luo, Zikun; Wang, Lei; Lu, Mengkai A stepwise physics-informed neural network for solving large deformation problems of hypoelastic materials. (English) Zbl 1524.74466 Int. J. Numer. Methods Eng. 124, No. 20, 4453-4472 (2023). MSC: 74S99 PDFBibTeX XMLCite \textit{Z. Luo} et al., Int. J. Numer. Methods Eng. 124, No. 20, 4453--4472 (2023; Zbl 1524.74466) Full Text: DOI
Thakur, Akshay; Chakraborty, Souvik Deep capsule encoder-decoder network for surrogate modeling and uncertainty quantification. (English) Zbl 07772231 Int. J. Numer. Methods Eng. 124, No. 12, 2783-2800 (2023). MSC: 65Cxx 60Hxx 35Rxx PDFBibTeX XMLCite \textit{A. Thakur} and \textit{S. Chakraborty}, Int. J. Numer. Methods Eng. 124, No. 12, 2783--2800 (2023; Zbl 07772231) Full Text: DOI arXiv
Abueidda, Diab W.; Koric, Seid; Guleryuz, Erman; Sobh, Nahil A. Enhanced physics-informed neural networks for hyperelasticity. (English) Zbl 07769169 Int. J. Numer. Methods Eng. 124, No. 7, 1585-1601 (2023). MSC: 68T05 74B20 65M06 PDFBibTeX XMLCite \textit{D. W. Abueidda} et al., Int. J. Numer. Methods Eng. 124, No. 7, 1585--1601 (2023; Zbl 07769169) Full Text: DOI arXiv
Breiding, P.; Lindberg, J.; Ong, W. J. G.; Sommer, L. Real circles tangent to 3 conics. (English) Zbl 07768624 Matematiche 78, No. 1, 149-175 (2023). Reviewer: Hanieh Keneshlou (Leipzig) MSC: 14P05 14N10 14Q30 68T07 PDFBibTeX XMLCite \textit{P. Breiding} et al., Matematiche 78, No. 1, 149--175 (2023; Zbl 07768624) Full Text: DOI arXiv
Fisher, Thayer; Luedtke, Alex; Carone, Marco; Simon, Noah Marginal Bayesian posterior inference using recurrent neural networks with application to sequential models. (English) Zbl 07767617 Stat. Sin. 33, Spec. Iss., 1507-1532 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Fisher} et al., Stat. Sin. 33, 1507--1532 (2023; Zbl 07767617) Full Text: DOI
Racca, Alberto; Doan, Nguyen Anh Khoa; Magri, Luca Predicting turbulent dynamics with the convolutional autoencoder echo state network. (English) Zbl 07767384 J. Fluid Mech. 975, Paper No. A2, 29 p. (2023). MSC: 76-XX PDFBibTeX XMLCite \textit{A. Racca} et al., J. Fluid Mech. 975, Paper No. A2, 29 p. (2023; Zbl 07767384) Full Text: DOI arXiv OA License
Petrushov, Andrey; Krasnopolsky, Boris Automated tuning for the parameters of linear solvers. (English) Zbl 07766238 J. Comput. Phys. 494, Article ID 112533, 22 p. (2023). MSC: 65Fxx 68Txx 65Yxx PDFBibTeX XMLCite \textit{A. Petrushov} and \textit{B. Krasnopolsky}, J. Comput. Phys. 494, Article ID 112533, 22 p. (2023; Zbl 07766238) Full Text: DOI arXiv
Bokanowski, Olivier; Prost, Averil; Warin, Xavier Neural networks for first order HJB equations and application to front propagation with obstacle terms. (English) Zbl 1527.35140 SN Partial Differ. Equ. Appl. 4, No. 5, Paper No. 45, 36 p. (2023). MSC: 35F21 49L20 68T07 PDFBibTeX XMLCite \textit{O. Bokanowski} et al., SN Partial Differ. Equ. Appl. 4, No. 5, Paper No. 45, 36 p. (2023; Zbl 1527.35140) Full Text: DOI arXiv
Chen, Yuming; Sanz-Alonso, Daniel; Willett, Rebecca Reduced-order autodifferentiable ensemble Kalman filters. (English) Zbl 07758514 Inverse Probl. 39, No. 12, Article ID 124001, 36 p. (2023). MSC: 62Mxx 68Txx 93Exx PDFBibTeX XMLCite \textit{Y. Chen} et al., Inverse Probl. 39, No. 12, Article ID 124001, 36 p. (2023; Zbl 07758514) Full Text: DOI arXiv OA License
Frerichs-Mihov, Derk; Henning, Linus; John, Volker Using deep neural networks for detecting spurious oscillations in discontinuous Galerkin solutions of convection-dominated convection-diffusion equations. (English) Zbl 1526.65055 J. Sci. Comput. 97, No. 2, Paper No. 36, 27 p. (2023). Reviewer: Bülent Karasözen (Ankara) MSC: 65N30 68T07 PDFBibTeX XMLCite \textit{D. Frerichs-Mihov} et al., J. Sci. Comput. 97, No. 2, Paper No. 36, 27 p. (2023; Zbl 1526.65055) Full Text: DOI OA License
Zhou, Xingyu; Jiao, Yuling; Liu, Jin; Huang, Jian A deep generative approach to conditional sampling. (English) Zbl 07751812 J. Am. Stat. Assoc. 118, No. 543, 1837-1848 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Zhou} et al., J. Am. Stat. Assoc. 118, No. 543, 1837--1848 (2023; Zbl 07751812) Full Text: DOI arXiv
Bolte, Jérôme; Le, Tam; Pauwels, Edouard Subgradient sampling for nonsmooth nonconvex minimization. (English) Zbl 07751183 SIAM J. Optim. 33, No. 4, 2542-2569 (2023). MSC: 68Q25 68R10 68U05 PDFBibTeX XMLCite \textit{J. Bolte} et al., SIAM J. Optim. 33, No. 4, 2542--2569 (2023; Zbl 07751183) Full Text: DOI arXiv
Gonnella, Isabella Carla; Hess, Martin W.; Stabile, Giovanni; Rozza, Gianluigi A two-stage deep learning architecture for model reduction of parametric time-dependent problems. (English) Zbl 07750311 Comput. Math. Appl. 149, 115-127 (2023). MSC: 68T05 76D05 65M99 68T07 92B20 PDFBibTeX XMLCite \textit{I. C. Gonnella} et al., Comput. Math. Appl. 149, 115--127 (2023; Zbl 07750311) Full Text: DOI arXiv
Chen, Junfeng; Wu, Kailiang Deep-OSG: deep learning of operators in semigroup. (English) Zbl 07748074 J. Comput. Phys. 493, Article ID 112498, 33 p. (2023). MSC: 68Txx 37Mxx 65Lxx PDFBibTeX XMLCite \textit{J. Chen} and \textit{K. Wu}, J. Comput. Phys. 493, Article ID 112498, 33 p. (2023; Zbl 07748074) Full Text: DOI arXiv
Wang, Fan; Gu, Xiang; Sun, Jian; Xu, Zongben Learning-based local weighted least squares for algebraic multigrid method. (English) Zbl 07748039 J. Comput. Phys. 493, Article ID 112437, 22 p. (2023). MSC: 65Nxx 65Fxx 35Jxx PDFBibTeX XMLCite \textit{F. Wang} et al., J. Comput. Phys. 493, Article ID 112437, 22 p. (2023; Zbl 07748039) Full Text: DOI
Hambitzer, Anna; Gerault, David; Huang, Yun Ju; Aaraj, Najwa; Bellini, Emanuele NNBits: bit profiling with a deep learning ensemble based distinguisher. (English) Zbl 07745617 Rosulek, Mike (ed.), Topics in cryptology – CT-RSA 2023. Cryptographers’ track at the RSA conference 2023, San Francisco, CA, USA, April 24–27, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13871, 493-523 (2023). MSC: 68P25 68T07 94A60 PDFBibTeX XMLCite \textit{A. Hambitzer} et al., Lect. Notes Comput. Sci. 13871, 493--523 (2023; Zbl 07745617) Full Text: DOI
Pandey, Shyambabu; Basisth, Nihar Jyoti; Sachan, Tushar; Kumari, Neha; Pakray, Partha Quantum machine learning for natural language processing application. (English) Zbl 07743275 Physica A 627, Article ID 129123, 17 p. (2023). MSC: 82-XX PDFBibTeX XMLCite \textit{S. Pandey} et al., Physica A 627, Article ID 129123, 17 p. (2023; Zbl 07743275) Full Text: DOI
Thomas, Armin W.; Lindenberger, Ulman; Samek, Wojciech; Müller, Klaus-Robert Evaluating deep transfer learning for whole-brain cognitive decoding. (English) Zbl 1521.92018 J. Franklin Inst. 360, No. 13, 9754-9787 (2023). MSC: 92B20 92C55 68T07 PDFBibTeX XMLCite \textit{A. W. Thomas} et al., J. Franklin Inst. 360, No. 13, 9754--9787 (2023; Zbl 1521.92018) Full Text: DOI arXiv
Francis, John George; Shaji, Anil A family of unitaries for the quantum period finding algorithm. (English) Zbl 07739404 Quantum Inf. Process. 22, No. 8, Paper No. 326, 27 p. (2023). MSC: 81P68 PDFBibTeX XMLCite \textit{J. G. Francis} and \textit{A. Shaji}, Quantum Inf. Process. 22, No. 8, Paper No. 326, 27 p. (2023; Zbl 07739404) Full Text: DOI
Rottmann, Matthias; Maag, Kira; Peyron, Mathis; Gottschalk, Hanno; Krejić, Nataša Detection of iterative adversarial attacks via counter attack. (English) Zbl 07739323 J. Optim. Theory Appl. 198, No. 3, 892-929 (2023). MSC: 68T10 68T07 62H35 PDFBibTeX XMLCite \textit{M. Rottmann} et al., J. Optim. Theory Appl. 198, No. 3, 892--929 (2023; Zbl 07739323) Full Text: DOI arXiv
Huang, Haoxiang; Yang, Vigor; Liu, Yingjie Neural networks with local converging inputs (NNLCI) for solving conservation laws. I: 1D problems. (English) Zbl 1519.65018 Commun. Comput. Phys. 34, No. 2, 290-317 (2023). MSC: 65L99 35L65 68T07 76L05 76M20 PDFBibTeX XMLCite \textit{H. Huang} et al., Commun. Comput. Phys. 34, No. 2, 290--317 (2023; Zbl 1519.65018) Full Text: DOI
Sun, Jia; Liu, Yinghua; Wang, Yizheng; Yao, Zhenhan; Zheng, Xiaoping BINN: a deep learning approach for computational mechanics problems based on boundary integral equations. (English) Zbl 07737581 Comput. Methods Appl. Mech. Eng. 410, Article ID 116012, 33 p. (2023). MSC: 65-XX 45-XX PDFBibTeX XMLCite \textit{J. Sun} et al., Comput. Methods Appl. Mech. Eng. 410, Article ID 116012, 33 p. (2023; Zbl 07737581) Full Text: DOI arXiv
He, Junyan; Koric, Seid; Kushwaha, Shashank; Park, Jaewan; Abueidda, Diab; Jasiuk, Iwona Novel DeepONet architecture to predict stresses in elastoplastic structures with variable complex geometries and loads. (English) Zbl 07736357 Comput. Methods Appl. Mech. Eng. 415, Article ID 116277, 17 p. (2023). MSC: 74-XX 92-XX PDFBibTeX XMLCite \textit{J. He} et al., Comput. Methods Appl. Mech. Eng. 415, Article ID 116277, 17 p. (2023; Zbl 07736357) Full Text: DOI arXiv
Kiyani, Elham; Shukla, Khemraj; Karniadakis, George Em; Karttunen, Mikko A framework based on symbolic regression coupled with eXtended physics-informed neural networks for gray-box learning of equations of motion from data. (English) Zbl 07736350 Comput. Methods Appl. Mech. Eng. 415, Article ID 116258, 21 p. (2023). MSC: 68-XX 86-XX PDFBibTeX XMLCite \textit{E. Kiyani} et al., Comput. Methods Appl. Mech. Eng. 415, Article ID 116258, 21 p. (2023; Zbl 07736350) Full Text: DOI arXiv
Reiz, Severin; Neckel, Tobias; Bungartz, Hans-Joachim Neural nets with a Newton conjugate gradient method on multiple GPUs. (English) Zbl 07731573 Wyrzykowski, Roman (ed.) et al., Parallel processing and applied mathematics. 14th international conference, PPAM 2022, Gdansk, Poland, September 11–14, 2022. Revised selected papers. Part I. Cham: Springer. Lect. Notes Comput. Sci. 13826, 139-152 (2023). MSC: 65-02 65Y05 68W10 PDFBibTeX XMLCite \textit{S. Reiz} et al., Lect. Notes Comput. Sci. 13826, 139--152 (2023; Zbl 07731573) Full Text: DOI arXiv
Schnörr, David; Schnörr, Christoph Learning system parameters from Turing patterns. (English) Zbl 1518.68319 Mach. Learn. 112, No. 9, 3151-3190 (2023). MSC: 68T05 35B36 35K57 92C15 PDFBibTeX XMLCite \textit{D. Schnörr} and \textit{C. Schnörr}, Mach. Learn. 112, No. 9, 3151--3190 (2023; Zbl 1518.68319) Full Text: DOI arXiv
Rajpal, Mohit; Zhang, Yehong; Low, Bryan Kian Hsiang Pruning during training by network efficacy modeling. (English) Zbl 07730688 Mach. Learn. 112, No. 7, 2653-2684 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{M. Rajpal} et al., Mach. Learn. 112, No. 7, 2653--2684 (2023; Zbl 07730688) Full Text: DOI
Karchev, Konstantin Analytic auto-differentiable \(\Lambda\)CDM cosmography. (English) Zbl 07729391 J. Cosmol. Astropart. Phys. 2023, No. 7, Paper No. 65, 20 p. (2023). MSC: 83F05 83-08 PDFBibTeX XMLCite \textit{K. Karchev}, J. Cosmol. Astropart. Phys. 2023, No. 7, Paper No. 65, 20 p. (2023; Zbl 07729391) Full Text: DOI arXiv
Brucker, Achim D.; Stell, Amy Verifying feedforward neural networks for classification in Isabelle/HOL. (English) Zbl 07728855 Chechik, Marsha (ed.) et al., Formal methods. 25th international symposium, FM 2023, Lübeck, Germany, March 6–10, 2023. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 14000, 427-444 (2023). MSC: 68Q60 68T07 68V20 PDFBibTeX XMLCite \textit{A. D. Brucker} and \textit{A. Stell}, Lect. Notes Comput. Sci. 14000, 427--444 (2023; Zbl 07728855) Full Text: DOI
Zarychta, Sandra; Balcerzak, Marek; Denysenko, Volodymyr; Stefański, Andrzej; Dąbrowski, Artur; Lenci, Stefano Optimization of the closed-loop controller of a discontinuous capsule drive using a neural network. (English) Zbl 1525.70043 Meccanica 58, No. 2-3, 537-553 (2023). MSC: 70Q05 70-08 68T07 PDFBibTeX XMLCite \textit{S. Zarychta} et al., Meccanica 58, No. 2--3, 537--553 (2023; Zbl 1525.70043) Full Text: DOI arXiv
Bar, Niyazi Furkan; Yetis, Hasan; Karakose, Mehmet An efficient and scalable variational quantum circuits approach for deep reinforcement learning. (English) Zbl 07725893 Quantum Inf. Process. 22, No. 8, Paper No. 300, 17 p. (2023). MSC: 81P68 PDFBibTeX XMLCite \textit{N. F. Bar} et al., Quantum Inf. Process. 22, No. 8, Paper No. 300, 17 p. (2023; Zbl 07725893) Full Text: DOI
Di Lorenzo, D.; Champaney, V.; Marzin, J. Y.; Farhat, C.; Chinesta, F. Physics informed and data-based augmented learning in structural health diagnosis. (English) Zbl 07725717 Comput. Methods Appl. Mech. Eng. 414, Article ID 116186, 11 p. (2023). MSC: 92-XX 68-XX PDFBibTeX XMLCite \textit{D. Di Lorenzo} et al., Comput. Methods Appl. Mech. Eng. 414, Article ID 116186, 11 p. (2023; Zbl 07725717) Full Text: DOI
Drakoulas, G. I.; Gortsas, T. V.; Bourantas, G. C.; Burganos, V. N.; Polyzos, D. FastSVD-ML-ROM: a reduced-order modeling framework based on machine learning for real-time applications. (English) Zbl 07725693 Comput. Methods Appl. Mech. Eng. 414, Article ID 116155, 42 p. (2023). MSC: 76-XX 92-XX PDFBibTeX XMLCite \textit{G. I. Drakoulas} et al., Comput. Methods Appl. Mech. Eng. 414, Article ID 116155, 42 p. (2023; Zbl 07725693) Full Text: DOI arXiv
Li, Qianqian; Cui, Delong; Peng, Zhiping; Li, Qirui; He, Jieguang; Qiu, Jinbo; Luo, Xinlong; Ou, Jiantao; Fan, Chengyuan Facial expression recognition algorithm based on deep learning for static and dynamic image. (English) Zbl 07723720 J. Nonlinear Convex Anal. 24, No. 6, 1387-1406 (2023). MSC: 68T07 68U10 PDFBibTeX XMLCite \textit{Q. Li} et al., J. Nonlinear Convex Anal. 24, No. 6, 1387--1406 (2023; Zbl 07723720) Full Text: Link
Mao, Runze; Lin, Minqi; Zhang, Yan; Zhang, Tianhan; Xu, Zhi-Qin John; Chen, Zhi X. DeepFlame: a deep learning empowered open-source platform for reacting flow simulations. (English) Zbl 07723513 Comput. Phys. Commun. 291, Article ID 108842, 18 p. (2023). MSC: 76-04 76-10 76Mxx PDFBibTeX XMLCite \textit{R. Mao} et al., Comput. Phys. Commun. 291, Article ID 108842, 18 p. (2023; Zbl 07723513) Full Text: DOI arXiv
Hultin, Hanna; Hult, Henrik; Proutiere, Alexandre; Samama, Samuel; Tarighati, Ala A generative model of a limit order book using recurrent neural networks. (English) Zbl 1520.91388 Quant. Finance 23, No. 6, 931-958 (2023). MSC: 91G15 68T07 PDFBibTeX XMLCite \textit{H. Hultin} et al., Quant. Finance 23, No. 6, 931--958 (2023; Zbl 1520.91388) Full Text: DOI
Martinez, Carianne; Bolintineanu, Dan S.; Olson, Aaron; Rodgers, Theron; Donohoe, Brendan; Potter, Kevin M.; Roberts, Scott A.; Pokharel, Reeju; Forrest, Stephanie; Moore, Nathan W. Automated segmentation of porous thermal spray material CT scans with predictive uncertainty estimation. (English) Zbl 07719586 Comput. Mech. 72, No. 3, 525-551 (2023). MSC: 74-XX PDFBibTeX XMLCite \textit{C. Martinez} et al., Comput. Mech. 72, No. 3, 525--551 (2023; Zbl 07719586) Full Text: DOI
Liao, Shuheng; Xue, Tianju; Jeong, Jihoon; Webster, Samantha; Ehmann, Kornel; Cao, Jian Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification. (English) Zbl 1523.74180 Comput. Mech. 72, No. 3, 499-512 (2023). MSC: 74S99 74F05 74H75 68T07 68T05 PDFBibTeX XMLCite \textit{S. Liao} et al., Comput. Mech. 72, No. 3, 499--512 (2023; Zbl 1523.74180) Full Text: DOI arXiv
Park, Chanwook; Lu, Ye; Saha, Sourav; Xue, Tianju; Guo, Jiachen; Mojumder, Satyajit; Apley, Daniel W.; Wagner, Gregory J.; Liu, Wing Kam Convolution hierarchical deep-learning neural network (C-HiDeNN) with graphics processing unit (GPU) acceleration. (English) Zbl 07719578 Comput. Mech. 72, No. 2, 383-409 (2023). MSC: 74S99 74S05 68T05 68T07 PDFBibTeX XMLCite \textit{C. Park} et al., Comput. Mech. 72, No. 2, 383--409 (2023; Zbl 07719578) Full Text: DOI
Goraya, Shoaib; Sobh, Nahil; Masud, Arif Error estimates and physics informed augmentation of neural networks for thermally coupled incompressible Navier Stokes equations. (English) Zbl 1523.76077 Comput. Mech. 72, No. 2, 267-289 (2023). MSC: 76M99 76D05 68T07 68T05 PDFBibTeX XMLCite \textit{S. Goraya} et al., Comput. Mech. 72, No. 2, 267--289 (2023; Zbl 1523.76077) Full Text: DOI arXiv
Coscia, Dario; Meneghetti, Laura; Demo, Nicola; Stabile, Giovanni; Rozza, Gianluigi A continuous convolutional trainable filter for modelling unstructured data. (English) Zbl 1523.76075 Comput. Mech. 72, No. 2, 253-265 (2023). MSC: 76M99 76D05 68T07 PDFBibTeX XMLCite \textit{D. Coscia} et al., Comput. Mech. 72, No. 2, 253--265 (2023; Zbl 1523.76075) Full Text: DOI arXiv
Vermeersch, Aaron Deep learning for K3 fibrations in heterotic/type IIA string duality. (English) Zbl 07715494 Nucl. Phys., B 993, Article ID 116279, 14 p. (2023). MSC: 81P68 60J20 68Q32 14D06 14J32 14M25 68T07 51M20 PDFBibTeX XMLCite \textit{A. Vermeersch}, Nucl. Phys., B 993, Article ID 116279, 14 p. (2023; Zbl 07715494) Full Text: DOI
Amini, Danial; Haghighat, Ehsan; Juanes, Ruben Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks. (English) Zbl 07715252 J. Comput. Phys. 490, Article ID 112323, 17 p. (2023). MSC: 74Fxx 74Sxx 68Txx PDFBibTeX XMLCite \textit{D. Amini} et al., J. Comput. Phys. 490, Article ID 112323, 17 p. (2023; Zbl 07715252) Full Text: DOI arXiv
Paun, Ionut; Husmeier, Dirk; Torney, Colin J. Stochastic variational inference for scalable non-stationary Gaussian process regression. (English) Zbl 1516.62023 Stat. Comput. 33, No. 2, Paper No. 44, 21 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{I. Paun} et al., Stat. Comput. 33, No. 2, Paper No. 44, 21 p. (2023; Zbl 1516.62023) Full Text: DOI
Jonen, Christian; Meyhöfer, Tamino; Nikolić, Zoran Neural networks meet least squares Monte Carlo at internal model data. (English) Zbl 1520.91332 Eur. Actuar. J. 13, No. 1, 399-425 (2023). MSC: 91G05 68T07 PDFBibTeX XMLCite \textit{C. Jonen} et al., Eur. Actuar. J. 13, No. 1, 399--425 (2023; Zbl 1520.91332) Full Text: DOI
Iwata, Tomoharu; Kawahara, Yoshinobu Neural dynamic mode decomposition for end-to-end modeling of nonlinear dynamics. (English) Zbl 1522.37090 J. Comput. Dyn. 10, No. 2, 268-280 (2023). MSC: 37M99 68T07 PDFBibTeX XMLCite \textit{T. Iwata} and \textit{Y. Kawahara}, J. Comput. Dyn. 10, No. 2, 268--280 (2023; Zbl 1522.37090) Full Text: DOI arXiv
Saha, Sayandeep; Alam, Manaar; Bag, Arnab; Mukhopadhyay, Debdeep; Dasgupta, Pallab Learn from your faults: leakage assessment in fault attacks using deep learning. (English) Zbl 1517.94150 J. Cryptology 36, No. 3, Paper No. 19, 51 p. (2023). MSC: 94A60 94A62 68T07 68P25 PDFBibTeX XMLCite \textit{S. Saha} et al., J. Cryptology 36, No. 3, Paper No. 19, 51 p. (2023; Zbl 1517.94150) Full Text: DOI
Lee, Seungjoon; Psarellis, Yorgos M.; Siettos, Constantinos I.; Kevrekidis, Ioannis G. Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data. (English) Zbl 1521.92007 J. Math. Biol. 87, No. 1, Paper No. 15, 28 p. (2023). MSC: 92-08 65C05 65C30 35Q92 35R30 37N25 68T05 92C17 PDFBibTeX XMLCite \textit{S. Lee} et al., J. Math. Biol. 87, No. 1, Paper No. 15, 28 p. (2023; Zbl 1521.92007) Full Text: DOI arXiv
Calvo-Pardo, Hector; Mancini, Tullio; Olmo, Jose Optimal deep neural networks by maximization of the approximation power. (English) Zbl 07706755 Comput. Oper. Res. 156, Article ID 106264, 15 p. (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{H. Calvo-Pardo} et al., Comput. Oper. Res. 156, Article ID 106264, 15 p. (2023; Zbl 07706755) Full Text: DOI
Eliasof, Moshe; Ephrath, Jonathan; Ruthotto, Lars; Treister, Eran MGIC: Multigrid-in-channels neural network architectures. (English) Zbl 07704375 SIAM J. Sci. Comput. 45, No. 3, S307-S328 (2023). MSC: 68T07 65N55 68T45 PDFBibTeX XMLCite \textit{M. Eliasof} et al., SIAM J. Sci. Comput. 45, No. 3, S307--S328 (2023; Zbl 07704375) Full Text: DOI arXiv
Yao, Qinghe; Wang, Zhuolin; Zhang, Yi; Li, Zijie; Jiang, Junyang Towards real-time fluid dynamics simulation: a data-driven NN-MPS method and its implementation. (English) Zbl 07703198 Math. Comput. Model. Dyn. Syst. 29, No. 1, 95-115 (2023). MSC: 76M28 76M99 76D05 68T05 68T07 PDFBibTeX XMLCite \textit{Q. Yao} et al., Math. Comput. Model. Dyn. Syst. 29, No. 1, 95--115 (2023; Zbl 07703198) Full Text: DOI
Brence, Jure; Tanevski, Jovan; Adams, Jennifer; Malina, Edward; Džeroski, Sašo Surrogate models of radiative transfer codes for atmospheric trace gas retrievals from satellite observations. (English) Zbl 07702705 Mach. Learn. 112, No. 4, 1337-1363 (2023). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Brence} et al., Mach. Learn. 112, No. 4, 1337--1363 (2023; Zbl 07702705) Full Text: DOI
Jalilian, Abdollah; Mateu, Jorge Assessing similarities between spatial point patterns with a siamese neural network discriminant model. (English) Zbl 07702471 Adv. Data Anal. Classif., ADAC 17, No. 1, 21-42 (2023). MSC: 62M45 62H11 62H30 PDFBibTeX XMLCite \textit{A. Jalilian} and \textit{J. Mateu}, Adv. Data Anal. Classif., ADAC 17, No. 1, 21--42 (2023; Zbl 07702471) Full Text: DOI
Kim, Yong Do; Durlofsky, Louis J. Convolutional – recurrent neural network proxy for robust optimization and closed-loop reservoir management. (English) Zbl 1514.86017 Comput. Geosci. 27, No. 2, 179-202 (2023). MSC: 86A20 86-08 86A32 68T07 PDFBibTeX XMLCite \textit{Y. D. Kim} and \textit{L. J. Durlofsky}, Comput. Geosci. 27, No. 2, 179--202 (2023; Zbl 1514.86017) Full Text: DOI arXiv
Villarino, Joel P.; Leitao, Álvaro; García Rodríguez, J. A. Boundary-safe PINNs extension: application to non-linear parabolic PDEs in counterparty credit risk. (English) Zbl 07700243 J. Comput. Appl. Math. 425, Article ID 115041, 24 p. (2023). MSC: 91G40 35Q91 68T07 PDFBibTeX XMLCite \textit{J. P. Villarino} et al., J. Comput. Appl. Math. 425, Article ID 115041, 24 p. (2023; Zbl 07700243) Full Text: DOI arXiv
Ammosov, D. A.; Stepanov, S. P.; Tyrylgin, A. A.; Malysheva, N. V.; Zamorshchikova, L. S. Partial learning using partially explicit discretization for multicontinuum/multiscale problems with limited observation: language interactions simulation. (English) Zbl 07700236 J. Comput. Appl. Math. 425, Article ID 115034, 16 p. (2023). MSC: 65M60 65M06 65N30 65D05 65M99 65M15 65F15 68T07 68Q32 91F20 35Q91 PDFBibTeX XMLCite \textit{D. A. Ammosov} et al., J. Comput. Appl. Math. 425, Article ID 115034, 16 p. (2023; Zbl 07700236) Full Text: DOI
Parekh, Jigar; Verstappen, R. W. C. P. Uncertainty quantification analysis for simulation of wakes in wind-farms using a stochastic RANS solver, compared with a deep learning approach. (English) Zbl 1521.76245 Comput. Fluids 257, Article ID 105867, 25 p. (2023). MSC: 76F65 PDFBibTeX XMLCite \textit{J. Parekh} and \textit{R. W. C. P. Verstappen}, Comput. Fluids 257, Article ID 105867, 25 p. (2023; Zbl 1521.76245) Full Text: DOI
Wu, Keyi; O’Leary-Roseberry, Thomas; Chen, Peng; Ghattas, Omar Large-scale Bayesian optimal experimental design with derivative-informed projected neural network. (English) Zbl 1519.35348 J. Sci. Comput. 95, No. 1, Paper No. 30, 20 p. (2023). MSC: 35Q99 65F15 68T07 65M75 65C10 60G15 35R09 35R30 35R60 PDFBibTeX XMLCite \textit{K. Wu} et al., J. Sci. Comput. 95, No. 1, Paper No. 30, 20 p. (2023; Zbl 1519.35348) Full Text: DOI arXiv
Kaur, Manpreet; Rattan, Dhavleesh A systematic literature review on the use of machine learning in code clone research. (English) Zbl 07698733 Comput. Sci. Rev. 47, Article ID 100528, 34 p. (2023). MSC: 68-02 68-XX PDFBibTeX XMLCite \textit{M. Kaur} and \textit{D. Rattan}, Comput. Sci. Rev. 47, Article ID 100528, 34 p. (2023; Zbl 07698733) Full Text: DOI
Liu, Weishuo; Fang, Jian; Rolfo, Stefano; Moulinec, Charles; Emerson, David R. On the improvement of the extrapolation capability of an iterative machine-learning based RANS framework. (English) Zbl 1521.76230 Comput. Fluids 256, Article ID 105864, 14 p. (2023). MSC: 76F65 PDFBibTeX XMLCite \textit{W. Liu} et al., Comput. Fluids 256, Article ID 105864, 14 p. (2023; Zbl 1521.76230) Full Text: DOI
Diez Sanhueza, Rafael; Smit, Stephan H. H. J.; Peeters, Jurriaan W. R.; Pecnik, Rene Machine learning for RANS turbulence modeling of variable property flows. (English) Zbl 1521.76201 Comput. Fluids 255, Article ID 105835, 13 p. (2023). MSC: 76F65 76M99 PDFBibTeX XMLCite \textit{R. Diez Sanhueza} et al., Comput. Fluids 255, Article ID 105835, 13 p. (2023; Zbl 1521.76201) Full Text: DOI arXiv
Ammosov, Dmitry; Grigorev, Aleksandr; Stepanov, Sergei; Tyrylgin, Aleksei Partial learning using partially explicit discretization for multicontinuum/multiscale problems. Fractured poroelastic media simulation. (English) Zbl 1516.74097 J. Comput. Appl. Math. 424, Article ID 115003, 17 p. (2023). MSC: 74S05 74S20 74F10 68T05 PDFBibTeX XMLCite \textit{D. Ammosov} et al., J. Comput. Appl. Math. 424, Article ID 115003, 17 p. (2023; Zbl 1516.74097) Full Text: DOI
Müller, Eike Hermann Exact conservation laws for neural network integrators of dynamical systems. (English) Zbl 07696990 J. Comput. Phys. 488, Article ID 112234, 21 p. (2023). MSC: 65Lxx 34Axx 37Jxx PDFBibTeX XMLCite \textit{E. H. Müller}, J. Comput. Phys. 488, Article ID 112234, 21 p. (2023; Zbl 07696990) Full Text: DOI arXiv
Schmalfuss, Jenny; Scheurer, Erik; Zhao, Heng; Karantzas, Nikolaos; Bruhn, Andrés; Labate, Demetrio Blind image inpainting with sparse directional filter dictionaries for lightweight CNNs. (English) Zbl 1512.68424 J. Math. Imaging Vis. 65, No. 2, 323-339 (2023). MSC: 68U10 68T07 94A08 PDFBibTeX XMLCite \textit{J. Schmalfuss} et al., J. Math. Imaging Vis. 65, No. 2, 323--339 (2023; Zbl 1512.68424) Full Text: DOI arXiv
Ramzi, Zaccharie; Michalewicz, Kevin; Starck, Jean-Luc; Moreau, Thomas; Ciuciu, Philippe Wavelets in the deep learning era. (English) Zbl 07694855 J. Math. Imaging Vis. 65, No. 1, 240-251 (2023). MSC: 68-XX 94-XX PDFBibTeX XMLCite \textit{Z. Ramzi} et al., J. Math. Imaging Vis. 65, No. 1, 240--251 (2023; Zbl 07694855) Full Text: DOI