Cai, Ronggang; Chen, Hongmei; Mi, Yong; Li, Tianrui; Luo, Chuan; Horng, Shi-Jinn Multi-view clustering via double spaces structure learning and adaptive multiple projection regression learning. (English) Zbl 07935495 Inf. Sci. 688, Article ID 121396, 24 p. (2025). MSC: 68Txx 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Haoyu; Du, Zongliang; Feng, Fuyong; Kang, Zhong; Tang, Shan; Guo, Xu DiffMat: data-driven inverse design of energy-absorbing metamaterials using diffusion model. (English) Zbl 07949596 Comput. Methods Appl. Mech. Eng. 432, Part B, Article ID 117440, 19 p. (2024). MSC: 74-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Castelletti, F.; Peluso, S. Bayesian learning of network structures from interventional experimental data. (English) Zbl 07943909 Biometrika 111, No. 1, 195-214 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Gong, Yan; Zhong, Peng; Opitz, Thomas; Huser, Raphaël Partial tail-correlation coefficient applied to extremal-network learning. (English) Zbl 07943371 Technometrics 66, No. 3, 331-346 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bazhenov, Nikolay; Mustafa, Manat On learning families of ideals in lattices and Boolean algebras. (English) Zbl 07941757 Chen, Xujin (ed.) et al., Theory and applications of models of computation. 18th annual conference, TAMC 2024, Hong Kong, China, May 13–15, 2024. Proceedings. Singapore: Springer. Lect. Notes Comput. Sci. 14637, 1-13 (2024). MSC: 68Qxx × Cite Format Result Cite Review PDF Full Text: DOI
Bazhenov, N. A. On learning for families of algebraic structures. (English) Zbl 07940799 Lobachevskii J. Math. 45, No. 4, 1789-1799 (2024). MSC: 68Q32 03C57 × Cite Format Result Cite Review PDF Full Text: DOI
Giambagli, Lorenzo; Buffoni, Lorenzo; Chicchi, Lorenzo; Fanelli, Duccio How a student becomes a teacher: learning and forgetting through spectral methods. (English) Zbl 07935061 J. Stat. Mech. Theory Exp. 2024, No. 3, Article ID 034002, 15 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
McBride, John M.; Tlusty, Tsvi The physical logic of protein machines. (English) Zbl 07932796 J. Stat. Mech. Theory Exp. 2024, No. 2, Article ID 024001, 26 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xie, Rongrong; Marsili, Matteo A simple probabilistic neural network for machine understanding. (English) Zbl 07932793 J. Stat. Mech. Theory Exp. 2024, No. 2, Article ID 023403, 31 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Böttcher, Lucas; Wheeler, Gregory Visualizing high-dimensional loss landscapes with Hessian directions. (English) Zbl 07932791 J. Stat. Mech. Theory Exp. 2024, No. 2, Article ID 023401, 35 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Schwerdtner, Paul; Schulze, Philipp; Berman, Jules; Peherstorfer, Benjamin Nonlinear embeddings for conserving Hamiltonians and other quantities with neural Galerkin schemes. (English) Zbl 07931255 SIAM J. Sci. Comput. 46, No. 5, C583-C607 (2024). MSC: 65M22 65P10 68T07 70H33 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Yongjie; Niu, Yuchen; Xiao, Mei; Zhu, Wenying; You, Xinshang Modeling framework of human driving behavior based on deep maximum entropy inverse reinforcement learning. (English) Zbl 07930365 Physica A 652, Article ID 130052, 14 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Benedetti, Marco; Carillo, Louis; Marinari, Enzo; Mézard, Marc Eigenvector dreaming. (English) Zbl 07927590 J. Stat. Mech. Theory Exp. 2024, No. 1, Article ID 013302, 15 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
El Sai, Ezzeddine; Gara, Parker; Pflaum, Markus J. Algebraic machine learning with an application to chemistry. (English) Zbl 07927537 Found. Data Sci. 6, No. 1, 62-84 (2024). MSC: 14Q30 68T05 62R07 92E10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pepe, Alberto; Lasenby, Joan Modeling orientational features via geometric algebra for 3D protein coordinates prediction. (English) Zbl 07926834 Math. Methods Appl. Sci. 47, No. 14, 11385-11404 (2024). MSC: 62P10 68T05 11E88 68T45 × Cite Format Result Cite Review PDF Full Text: DOI
Pepe, Alberto; Lasenby, Joan; Chacon, Pablo Geometric algebra models of proteins for three-dimensional structure prediction: a detailed analysis. (English) Zbl 07924189 Araujo Da Silva, David William Honorio (ed.) et al., Advanced computational applications of geometric algebra, ICACGA 2022, Denver, CO, USA, October 2–5, 2022. Proceedings of the first international conference. Cham: Springer. Springer Proc. Math. Stat. 445, 141-159 (2024). MSC: 15A67 92D20 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Chang; Du, Bao; Song, Peng A machine-learning augmented mixed method for simulating \(\alpha\) particle transport in inertial confinement fusion. (English) Zbl 07922778 J. Comput. Phys. 515, Article ID 113283, 19 p. (2024). MSC: 82-XX 76-XX × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Li-Pang Estimation of graphical models: an overview of selected topics. (English) Zbl 07920297 Int. Stat. Rev. 92, No. 2, 194-245 (2024). MSC: 62Hxx 62Fxx 62Jxx × Cite Format Result Cite Review PDF Full Text: DOI
Helwig, Jacob; Dasgupta, Sutanoy; Zhao, Peng; Mallick, Bani K.; Pati, Debdeep Algorithm 1045: a covariate-dependent approach to Gaussian graphical modeling in R. (English) Zbl 07912552 ACM Trans. Math. Softw. 50, No. 2, Article No. 16, 32 p. (2024). MSC: 65-XX × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Tianyu; Mukherjee, Somabha; Biswas, Rahul Tensor recovery in high-dimensional Ising models. (English) Zbl 07904776 J. Multivariate Anal. 203, Article ID 105335, 20 p. (2024). MSC: 62Hxx 62H22 82B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Galimberti, Chiara; Peluso, Stefano; Castelletti, Federico Bayesian inference of graph-based dependencies from mixed-type data. (English) Zbl 07904770 J. Multivariate Anal. 203, Article ID 105323, 16 p. (2024). MSC: 62Hxx 62H22 62F15 × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Xiao-Ping; Yu, Xiang-Long Transfer learning enhanced nonlocal energy-informed neural network for quasi-static fracture in rock-like materials. (English) Zbl 07904383 Comput. Methods Appl. Mech. Eng. 430, Article ID 117226, 27 p. (2024). MSC: 74-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bermejo-Barbanoj, Carlos; Moya, Beatriz; Badías, Alberto; Chinesta, Francisco; Cueto, Elías Thermodynamics-informed super-resolution of scarce temporal dynamics data. (English) Zbl 07904369 Comput. Methods Appl. Mech. Eng. 430, Article ID 117210, 16 p. (2024). MSC: 92-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kumar, Sumant; Murthy, S. V. S. S. N. V. G. Krishna; Kumar, B. V. Rathish; Parmar, Deepika Multi-physics study on double-diffusion convective flow in an inverted T-shaped porous enclosure: ANN-based Parametric estimation. (English) Zbl 07902997 Phys. Lett., A 518, Article ID 129681, 18 p. (2024). MSC: 81-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Alhada-Lahbabi, Kévin; Deleruyelle, Damien; Gautier, Brice Transfer learning for accelerating phase-field modeling of ferroelectric domain formation in large-scale 3D systems. (English) Zbl 07897583 Comput. Methods Appl. Mech. Eng. 429, Article ID 117167, 16 p. (2024). MSC: 82-XX 76-XX × Cite Format Result Cite Review PDF Full Text: DOI
Manav, M.; Molinaro, R.; Mishra, S.; De Lorenzis, L. Phase-field modeling of fracture with physics-informed deep learning. (English) Zbl 07897539 Comput. Methods Appl. Mech. Eng. 429, Article ID 117104, 21 p. (2024). MSC: 74-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Feng, Jianshuai; Lin, Kaize; Shi, Tianyu; Wu, Yuankai; Wang, Yong; Zhang, Hailong; Tan, Huachun Cooperative traffic optimization with multi-agent reinforcement learning and evolutionary strategy: bridging the gap between micro and macro traffic control. (English) Zbl 07893018 Physica A 647, Article ID 129734, 17 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bhattacharya, Kaushik; Kovachki, Nikola B.; Rajan, Aakila; Stuart, Andrew M.; Trautner, Margaret Learning homogenization for elliptic operators. (English) Zbl 1545.35007 SIAM J. Numer. Anal. 62, No. 4, 1844-1873 (2024). Reviewer: Alain Brillard (Riedisheim) MSC: 35B27 35J47 74H15 68T07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Zecheng; Moya, Christian; Leung, Wing Tat; Lin, Guang; Schaeffer, Hayden Bayesian deep operator learning for homogenized to fine-scale maps for multiscale PDE. (English) Zbl 07892737 Multiscale Model. Simul. 22, No. 3, 956-972 (2024). MSC: 65-XX 35B27 68Q32 68T05 78M10 65K10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ren, Yunli; Zhang, Yunxia; Hong, Wenxue Incremental concept cognitive learning in dynamic formal contexts based on attribute partial order structure diagram. (English) Zbl 07884768 Comput. Appl. Math. 43, No. 6, Paper No. 319, 28 p. (2024). MSC: 06-08 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Quanqi; Wu, Chengwei; Tian, Haoyu; Gao, Yabin; Yao, Weiran; Wu, Ligang Safety reinforcement learning control via transfer learning. (English) Zbl 1544.93264 Automatica 166, Article ID 111714, 9 p. (2024). MSC: 93B99 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Dorogovtsev, A. A.; Kalytyuk, D. M.; Nishchenko, I. I. Asymptotic behaviour of the complexity index of growing random trees. (Ukrainian. English summary) Zbl 07877793 Dopov. Nats. Akad. Nauk Ukr., Mat. Pryr. Tekh. Nauky 2024, No. 3, 3-10 (2024). MSC: 05C80 60C05 60J20 05C05 05C09 92E10 05C92 × Cite Format Result Cite Review PDF Full Text: DOI
Pham, Phu A structure-enhanced heterogeneous graph representation learning with attention-supplemented embedding fusion. (English) Zbl 07876133 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 32, No. 3, 325-354 (2024). MSC: 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Su, Xinpei; Xu, Yitian Imbalanced and missing multi-label data learning with global and local structure. (English) Zbl 1543.68342 Inf. Sci. 677, Article ID 120910, 19 p. (2024). MSC: 68T09 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Yilin; Pan, Yingnan; Lu, Qing Reinforcement learning-based adaptive predefined-time optimal tracking control for strict-feedback nonlinear systems. (English) Zbl 1545.93261 Int. J. Adapt. Control Signal Process. 38, No. 2, 492-512 (2024). MSC: 93C40 93D05 93B12 93C55 93C10 × Cite Format Result Cite Review PDF Full Text: DOI
Chuei, Raymond; Zheng, Yusai; Cao, Zhenwei; Man, Zhihong Improved sliding mode observer based repetitive control for linear systems with time-varying input and state delays. (English) Zbl 1545.93414 Int. J. Adapt. Control Signal Process. 38, No. 2, 393-414 (2024). MSC: 93C43 93B12 93B47 93B53 × Cite Format Result Cite Review PDF Full Text: DOI
Soyarslan, Celal; Pradas, Marc Physics-informed machine learning in asymptotic homogenization of elliptic equations. (English) Zbl 07867434 Comput. Methods Appl. Mech. Eng. 427, Article ID 117043, 31 p. (2024). MSC: 82-XX 35-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, Bo; Li, Jinjin Exploring well-gradedness in polytomous knowledge structures. (English) Zbl 1544.91253 J. Math. Psychol. 119, Article ID 102840, 11 p. (2024). MSC: 91E40 × Cite Format Result Cite Review PDF Full Text: DOI
Thulasidharan, K.; Vishnu Priya, N.; Monisha, S.; Senthilvelan, M. Predicting positon solutions of a family of nonlinear Schrödinger equations through deep learning algorithm. (English) Zbl 07866161 Phys. Lett., A 511, Article ID 129551, 14 p. (2024). MSC: 81-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Huang, Chenyi; Zhang, Shibin; Chang, Yan; Yan, Lily Quantum metric learning with fuzzy-informed learning. (English) Zbl 07866139 Physica A 643, Article ID 129801, 13 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Sharma, Harsh; Kramer, Boris Preserving Lagrangian structure in data-driven reduced-order modeling of large-scale dynamical systems. (English) Zbl 1541.65177 Physica D 462, Article ID 134128, 20 p. (2024). MSC: 65P10 37M15 93B11 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pepe, Alberto; Lasenby, Joan; Chacón, Pablo Geometric algebra models of proteins for three-dimensional structure prediction. (English) Zbl 1541.15032 Silva, David W. (ed.) et al., Advanced computational applications of geometric algebra. First international conference, ICACGA 2022, Denver, CO, USA, October 2–5, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13771, 63-74 (2024). MSC: 15A67 92D20 × Cite Format Result Cite Review PDF Full Text: DOI
Saâdaoui, Foued; Khalfi, Monjia Revisiting Islamic banking efficiency using multivariate adaptive regression splines. (English) Zbl 07856451 Ann. Oper. Res. 334, No. 1-3, 287-315 (2024). MSC: 62Pxx 65Dxx 93Bxx × Cite Format Result Cite Review PDF Full Text: DOI
Jia, Qingxian; Gao, Junnan; Wu, Yunhua; Liao, He; Zhang, Chengxi; Wu, Jin Dynamic event-triggered orbit coordination for spacecraft formation via a self-learning sliding mode control approach. (English) Zbl 1537.93471 Int. J. Robust Nonlinear Control 34, No. 9, 5754-5773 (2024). MSC: 93C65 93B12 70M20 × Cite Format Result Cite Review PDF Full Text: DOI
Hao, Xiaohui; Xia, Yuanqing; Yang, Hongjiu; Zuo, Zhiqiang Typical motion-based modelling and tracking for vehicle targets in linear road segment. (English) Zbl 1537.93122 Int. J. Syst. Sci., Princ. Appl. Syst. Integr. 55, No. 5, 833-843 (2024). MSC: 93B12 93E03 60G10 60G15 60J20 × Cite Format Result Cite Review PDF Full Text: DOI
Wu, Jian-Sheng; Gong, Jun-Xiao; Liu, Jing-Xin; Huang, Wei; Zheng, Wei-Shi Dual-level feature assessment for unsupervised multi-view feature selection with latent space learning. (English) Zbl 07854225 Inf. Sci. 670, Article ID 120604, 17 p. (2024). MSC: 68-XX 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Schaffer, Sebastian; Exl, Lukas Constraint free physics-informed machine learning for micromagnetic energy minimization. (English) Zbl 07853528 Comput. Phys. Commun. 300, Article ID 109202, 14 p. (2024). MSC: 68-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
An, Chen; Zhou, Jiaxi; Wang, Kai Adaptive state-constrained/model-free iterative sliding mode control for aerial robot trajectory tracking. (English) Zbl 1537.93376 AMM, Appl. Math. Mech., Engl. Ed. 45, No. 4, 603-618 (2024). MSC: 93C40 93B12 93A13 93C85 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Zijun; Song, Yanfen; Li, Bin; Wen, Guoxing Optimized leader-follower consensus control for high-order nonlinear multi-agent system modeled in canonical dynamic form. (English) Zbl 1539.93006 J. Franklin Inst. 361, No. 7, Article ID 106808, 15 p. (2024). MSC: 93A13 93D50 93A16 93B10 × Cite Format Result Cite Review PDF Full Text: DOI
Perkins, Will; Xu, Changji Frozen 1-RSB structure of the symmetric Ising perceptron. (English) Zbl 07850997 Random Struct. Algorithms 64, No. 4, 856-877 (2024). MSC: 82-XX 68-XX × Cite Format Result Cite Review PDF Full Text: DOI
Markou, George; Bakas, Nikolaos P.; Chatzichristofis, Savvas A.; Papadrakakis, Manolis A general framework of high-performance machine learning algorithms: application in structural mechanics. (English) Zbl 1545.74089 Comput. Mech. 73, No. 4, 705-729 (2024). MSC: 74S99 74S05 74K10 74E30 74L10 68T05 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Mirkhalaf, Mohsen; Rocha, Iuri Micromechanics-based deep-learning for composites: challenges and future perspectives. (English) Zbl 07849949 Eur. J. Mech., A, Solids 105, Article ID 105242, 11 p. (2024). MSC: 74E30 74M25 74S99 74-02 68T05 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Fu, Bo; Liu, Xinrui; Chen, Jin Ensemble learning-based seismic response prediction of isolated structure considering soil-structure interaction. (English) Zbl 07847850 Int. J. Struct. Stab. Dyn. 24, No. 8, Article ID 2450081, 25 p. (2024). MSC: 74H45 74F10 × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Yaru; Li, Dewei; Zhao, Dongya; Xi, Yugeng; Ma, Aoyun A co-design method of online learning SMC law via an input-mapping strategy. (English) Zbl 1539.93032 Automatica 159, Article ID 111392, 9 p. (2024). MSC: 93B12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Le, Tam Nonsmooth nonconvex stochastic heavy ball. (English) Zbl 07846599 J. Optim. Theory Appl. 201, No. 2, 699-719 (2024). MSC: 68Q25 68W27 49J52 28B20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Centonze, Martino Salomone; Kanter, Ido; Barra, Adriano Statistical mechanics of learning via reverberation in bidirectional associative memories. (English) Zbl 07845807 Physica A 637, Article ID 129512, 30 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Song, Yanfen; Li, Zijun; Li, Bin; Wen, Guoxing Optimized leader-follower consensus control using combination of reinforcement learning and sliding mode mechanism for multiple robot manipulator system. (English) Zbl 1536.93014 Int. J. Robust Nonlinear Control 34, No. 8, 5212-5228 (2024). MSC: 93A13 93D50 49J15 93B12 93C85 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Ying; Chen, Bei Hybrid-scheduling-based sliding mode control for Markovian jump systems under transmission constraints. (English) Zbl 1536.93143 J. Franklin Inst. 361, No. 5, Article ID 106681, 13 p. (2024). MSC: 93B12 93C65 93C55 93E03 60J20 × Cite Format Result Cite Review PDF Full Text: DOI
Rezasefat, Mohammad; Li, Haoyang; Hogan, James D. Prediction of microstructural-dependent mechanical properties, progressive damage, and stress distribution from X-ray computed tomography scans using a deep learning workflow. (English) Zbl 1539.74265 Comput. Methods Appl. Mech. Eng. 424, Article ID 116878, 21 p. (2024). MSC: 74M25 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Yan, Enliang; Hao, Shikuan; Zhang, Tao; Hao, Tianyong; Chen, Qiliang; Yu, Jianping Graph representation learning method based on three-way partial order structure. (English) Zbl 1539.68342 Int. J. Approx. Reasoning 165, Article ID 109104, 17 p. (2024). MSC: 68T30 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Ding, Hongfei; Wang, Yudong; Shen, Hao A reinforcement learning integral sliding mode control scheme against lumped disturbances in hot strip rolling. (English) Zbl 1545.93074 Appl. Math. Comput. 465, Article ID 128407, 12 p. (2024). MSC: 93B12 49N10 49N90 70Q05 93C40 × Cite Format Result Cite Review PDF Full Text: DOI
Agliari, Elena; Alemanno, Francesco; Aquaro, Miriam; Barra, Adriano; Durante, Fabrizio; Kanter, Ido Hebbian dreaming for small datasets. (English) Zbl 07825149 Neural Netw. 173, Article ID 106174, 11 p. (2024). MSC: 68T07 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
He, Jilong; Zheng, Zhoushun; Ye, Zhijian A new numerical approach method to solve the Lotka-Volterra predator-prey models with discrete delays. (English) Zbl 07820930 Physica A 635, Article ID 129524, 13 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ahmed, Talha; Wilson, Dan Phase-amplitude coordinate-based neural networks for inferring oscillatory dynamics. (English) Zbl 1533.93083 J. Nonlinear Sci. 34, No. 1, Paper No. 15, 28 p. (2024). MSC: 93B11 93B30 93C15 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Fan, Xiantao; Wang, Jian-Xun Differentiable hybrid neural modeling for fluid-structure interaction. (English) Zbl 07807991 J. Comput. Phys. 496, Article ID 112584, 21 p. (2024). MSC: 76Mxx 76Dxx 74Fxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Shi; Ding, Zhiyan; Li, Qin; Wright, Stephen J. A reduced order Schwarz method for nonlinear multiscale elliptic equations based on two-layer neural networks. (English) Zbl 07806684 J. Comput. Math. 42, No. 2, 570-596 (2024). MSC: 65N55 35J66 41A46 68T07 35B27 35J91 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Conchas, Robin F.; Loukianov, Alexander G.; Sanchez, Edgar N.; Alanis, Alma Y. Finite time convergent recurrent neural network for variational inequality problems subject to equality constraints. (English) Zbl 1532.93311 J. Franklin Inst. 361, No. 2, 583-597 (2024). MSC: 93D40 93B12 68T07 90C59 × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Jing; Zhou, D. L. Recovery of a generic local Hamiltonian from a degenerate steady state. (English) Zbl 1540.81043 Phys. Lett., A 493, Article ID 129279, 6 p. (2024). MSC: 81P68 68Q32 68Q12 70H05 32G20 46L30 82B20 26B15 35P15 × Cite Format Result Cite Review PDF 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 1536.74159 Comput. Methods Appl. Mech. Eng. 419, Article ID 116687, 37 p. (2024). MSC: 74M25 74E30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Jones, Iolo; Swan, Jerry; Giansiracusa, Jeffrey Algebraic dynamical systems in machine learning. (English) Zbl 1537.18003 Appl. Categ. Struct. 32, No. 1, Paper No. 4, 32 p. (2024). Reviewer: Hirokazu Nishimura (Tsukuba) MSC: 18C10 68Q42 18M35 37B99 68N18 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bian, Junhao; Ma, Zhiqin; Wang, Chunping; Huang, Tao; Zeng, Chunhua Early warning for spatial ecological system: fractal dimension and deep learning. (English) Zbl 07791896 Physica A 633, Article ID 129401, 12 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Yuwei; Li, Zhuoxuan; Chen, Jun; Liu, Zhiyuan; Cao, Jinde TRELM-DROP: an impavement non-iterative algorithm for traffic flow forecast. (English) Zbl 07791861 Physica A 633, Article ID 129337, 15 p. (2024). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Linghu, Jiale; Dong, Hao; Gao, Weifeng; Nie, Yufeng Self-optimization wavelet-learning method for predicting nonlinear thermal conductivity of highly heterogeneous materials with randomly hierarchical configurations. (English) Zbl 1531.74019 Comput. Phys. Commun. 295, Article ID 108969, 18 p. (2024). MSC: 74F05 74E05 74E35 74S99 68T05 68T07 65T60 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Casanellas, Marta; Garrote-López, Marina; Zwiernik, Piotr Identifiability in robust estimation of tree structured models. (English) Zbl 07764762 Bernoulli 30, No. 1, 1-21 (2024). MSC: 62Hxx 62Mxx 68Txx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ullah, Arif; Dral, Pavlo O. MLQD: a package for machine learning-based quantum dissipative dynamics. (English) Zbl 07763782 Comput. Phys. Commun. 294, Article ID 108940, 13 p. (2024). MSC: 68-XX 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bartolucci, Francesca; Carioni, Marcello; Iglesias, José A.; Korolev, Yury; Naldi, Emanuele; Vigogna, Stefano A Lipschitz spaces view of infinitely wide shallow neural networks. arXiv:2410.14591 Preprint, arXiv:2410.14591 [math.FA] (2024). MSC: 68T07 46E27 46B20 × Cite Format Result Cite Full Text: arXiv OA License
Roy, Priyanka; Saminger-Platz, Susanne Upper Bounds for Learning in Reproducing Kernel Hilbert Spaces for Orbits of an Iterated Function System. arXiv:2410.08361 Preprint, arXiv:2410.08361 [stat.ML] (2024). MSC: 68Q32 62H05 68T05 62L20 × Cite Format Result Cite Full Text: arXiv OA License
Costa, Eudes Antonio; Santos, Ronaldo Antônio Reverse Divisors and Magic Numbers. arXiv:2404.06656 Preprint, arXiv:2404.06656 [math.NT] (2024). MSC: 11A05 97C70 97F30 × Cite Format Result Cite Full Text: arXiv
Lin, Zhongshuo; Liu, Haochen; Xie, Hehu Tensor Neural Network Based Machine Learning Method for Elliptic Multiscale Problems. arXiv:2403.16380 Preprint, arXiv:2403.16380 [math.NA] (2024). MSC: 35B27 65L15 68T07 × Cite Format Result Cite Full Text: arXiv
Chen, Hongtao; Fu, Rui; Wang, Yifan; Xie, Hehu Solving High-dimensional Parametric Elliptic Equation Using Tensor Neural Network. arXiv:2402.00040 Preprint, arXiv:2402.00040 [math.NA] (2024). MSC: 35B27 60H15 60H35 68T07 × Cite Format Result Cite Full Text: arXiv
Pineda, Aruane M.; Kent, Paul; Connaughton, Colm; Rodrigues, Francisco A. Machine learning-based prediction of \(Q\)-voter model in complex networks. (English) Zbl 07932779 J. Stat. Mech. Theory Exp. 2023, No. 12, Article ID 123402, 32 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Nogawa, Tomoaki Dimensional reduction of dynamical systems by machine learning: automatic generation of the optimum extensive variables and their time-evolution map. (English) Zbl 07927606 J. Stat. Mech. Theory Exp. 2023, No. 12, Article ID 123404, 17 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Doimo, Diego; Glielmo, Aldo; Goldt, Sebastian; Laio, Alessandro Redundant representations help generalization in wide neural networks. (English) Zbl 07919366 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114011, 22 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Refinetti, Maria; Goldt, Sebastian The dynamics of representation learning in shallow, non-linear autoencoders. (English) Zbl 07919365 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114010, 32 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bordelon, Blake; Pehlevan, Cengiz Self-consistent dynamical field theory of kernel evolution in wide neural networks. (English) Zbl 07919364 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114009, 70 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Veiga, Rodrigo; Stephan, Ludovic; Loureiro, Bruno; Krzakala, Florent; Zdeborová, Lenka Phase diagram of stochastic gradient descent in high-dimensional two-layer neural networks. (English) Zbl 07919363 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114008, 28 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Nishikawa, Naoki; Suzuki, Taiji; Nitanda, Atsushi; Wu, Denny Two-layer neural network on infinite-dimensional data: global optimization guarantee in the mean-field regime. (English) Zbl 07919362 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114007, 58 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Ziyin, Liu; Li, Botao; Meng, Xiangming Exact solutions of a deep linear network. (English) Zbl 07919361 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114006, 36 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Xiao, Lechao; Hu, Hong; Misiakiewicz, Theodor; Lu, Yue M.; Pennington, Jeffrey Precise learning curves and higher-order scaling limits for dot-product kernel regression. (English) Zbl 07919360 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114005, 47 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Dominé, Clémentine C. J.; Braun, Lukas; Fitzgerald, James E.; Saxe, Andrew M. Exact learning dynamics of deep linear networks with prior knowledge. (English) Zbl 07919359 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114004, 48 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Petrini, Leonardo; Cagnetta, Francesco; Vanden-Eijnden, Eric; Wyart, Matthieu Learning sparse features can lead to overfitting in neural networks. (English) Zbl 07919358 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114003, 35 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Daniels, Max; Gerbelot, Cédric; Krzakala, Florent; Zdeborová, Lenka Multi-layer state evolution under random convolutional design. (English) Zbl 07919357 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114002, 37 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Loureiro, Bruno; Gerbelot, Cédric; Refinetti, Maria; Sicuro, Gabriele; Krzakala, Florent Fluctuations, bias, variance and ensemble of learners: exact asymptotics for convex losses in high-dimension. (English) Zbl 07919356 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 114001, 50 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Agliari, Elena; Alessandrelli, Andrea; Barra, Adriano; Ricci-Tersenghi, Federico Parallel learning by multitasking neural networks. (English) Zbl 07919355 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 113401, 38 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Fournier, Samantha J.; Urbani, Pierfrancesco Statistical physics of learning in high-dimensional chaotic systems. (English) Zbl 07919354 J. Stat. Mech. Theory Exp. 2023, No. 11, Article ID 113301, 33 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Biroli, Giulio; Mézard, Marc Generative diffusion in very large dimensions. (English) Zbl 07915137 J. Stat. Mech. Theory Exp. 2023, No. 9, Article ID 093402, 13 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Kim, Gilhan; Lee, Hojun; Jo, Junghyo; Baek, Yongjoo Tradeoff of generalization error in unsupervised learning. (English) Zbl 07915118 J. Stat. Mech. Theory Exp. 2023, No. 8, Article ID 083401, 15 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Oh, Soo Min; Choi, Kwangjong; Kahng, B. Machine learning approach to percolation transitions: global information. (English) Zbl 07915114 J. Stat. Mech. Theory Exp. 2023, No. 8, Article ID 083210, 24 p. (2023). MSC: 82-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Fangting; He, Kejun; Wang, Kunbo; Xu, Yanxun; Ni, Yang Functional Bayesian networks for discovering causality from multivariate functional data. (English) Zbl 1543.62659 Biometrics 79, No. 4, 3279-3293 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhou, Fangting; He, Kejun; Ni, Yang Individualized causal discovery with latent trajectory embedded Bayesian networks. (English) Zbl 1543.62658 Biometrics 79, No. 4, 3191-3202 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI