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Model Reduction and Neural Networks

19 works

  1. Evaluation Methods of Spline

    Dhananjay Singh, Madhusudan Singh, Hakimjon Zaynidinov

    ChapterFractional Differential Equations SolutionsSpringerBriefs in applied sciences and technology20188 citations
    ABI

  2. Monte Carlo gPC Methods for Diffusive Kinetic Flocking Models with Uncertainties

    José A. Carrillo, Mattia Zanella

    PreprintProbabilistic and Robust Engineering DesignVietnam Journal of Mathematics20191 citations
    ABI

  3. A POD APPROACH FOR TURBULENT FLOW CONTROL BY ELECTRO-HYDRODYNAMIC LARGE-SCALE STRUCTURES

    F. Beux, Angelo Iollo, Maria Vittoria Salvetti +1

    ArticleModel Reduction and Neural Networks20000 citations
    ABI

  4. Adaptive Spectral Galerkin Methods with Dynamic Marking

    Claudio Canuto, Ricardo H. Nochetto, Rob Stevenson +1

    PreprintAdvanced Numerical Methods in Computational MathematicsSIAM Journal on Numerical Analysis20160 citations
    ABI

  5. Absorbing boundary conditions for Schrödinger equation in a time-dependent interval

    О. В. Карпова, K.K. Sabirov, D. Otajanov +2

    ArticleElectromagnetic Simulation and Numerical MethodsNanosystems Physics Chemistry Mathematics20170 citations
    ABI

  6. Extreme Event Quantification in Dynamical Systems with Random Components

    Giovanni Dematteis, Tobias Grafke, Eric Vanden‐Eijnden

    PreprintProbabilistic and Robust Engineering DesignSIAM/ASA Journal on Uncertainty Quantification20190 citations
    ABI

  7. Structure preserving stochastic Galerkin methods for Fokker–Planck equations with background interactions

    Mattia Zanella

    PreprintProbabilistic and Robust Engineering DesignMathematics and Computers in Simulation20190 citations
    ABI

  8. Nonlinear system identification in Sobolev spaces

    Carlo Novara, Angelo Nicolí, Giuseppe C. Calafiore

    PreprintProbabilistic and Robust Engineering DesignInternational Journal of Control20220 citations
    ABI

  9. Error estimation for the third-order accuracy approximate solution of the Cauchy problem by the Taylor formula

    Abdugani Abdullaev

    ArticleImage and Signal Denoising MethodsBulletin of National University of Uzbekistan Mathematics and Natural Sciences20230 citations
    ABI

  10. Multiscale simulation frameworks for light-matter interaction in AI-designed materials

    Iroda Ilkhamova, Abutolib Sobirjonov, Gulnora Ernazarova +3

    ArticleMachine Learning in Materials Science20250 citations
    ABI

  11. A Machine Learning-Based Data-Driven Optimisation Approach for Solving Differential Equations

    Mariyam Ahmed, YusufjanovUlugbekJavlonUgli, K.S. Bhuvaneshwari +3

    ArticleModel Reduction and Neural Networks20250 citations
    ABI

  12. Convolution Kernel Determination Problems

    D. K. Durdiev

    ChapterControl Systems and IdentificationIndustrial and applied mathematics20250 citations
    ABI

  13. Hybrid neural network architecture based on Long Short-Term Memory and Deep Neural Network with probabilistic robustness criterion and low-variance sensing for predictive control of dynamic processes

    Barnokhon Temerbekova, Gulnora Bekimbetova, Ulugbek Mamanazarov +1

    PreprintAdvanced Control Systems OptimizationSSRN Electronic Journal20250 citations
    ABI

  14. Data Science Optimization Frameworks for Computationally Efficient Scientific Simulation: A Cross-Domain Narrative Review

    Sabir Z. Sharipov

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  15. Data Science Optimization Frameworks for Computationally Efficient Scientific Simulation: A Cross-Domain Narrative Review

    Sabir Z. Sharipov

    ArticleMachine Learning in Materials ScienceZenodo (CERN European Organization for Nuclear Research)20260 citations
    ABI

  16. Nonlinear thermophysical dynamics of MHD hybrid nanofluids: a multiparametric fractional framework assisted by artificial neural networks

    Shajar Abbas, Muhammad Ramzan, Rashid Jan +5

    ArticleNanofluid Flow and Heat TransferJournal of Thermal Analysis and Calorimetry20260 citations
    ABI

  17. AI-driven optimal control modeling for yield enhancement using nonlinear diffusion dynamics

    D. T. Muhamediyeva, N. S. Mamatov, A. F. Isoqov +2

    ArticleAdvanced Control Systems Optimization20260 citations
    ABI

  18. A low-rank, high-order implicit-explicit integrator for three-dimensional convection-diffusion equations

    Joseph Nakao, Gianluca Ceruti, Lukas Einkemmer

    ArticleTensor decomposition and applicationsComputer Physics Communications20260 citations
    ABI

  19. Sturm-Certified Dynamic Pull-in Criteria in Graphene-Based MEMS

    Olimjon Eshkobilov, Shirali Kadyrov

    PreprintMechanical and Optical ResonatorsSSRN Electronic Journal20260 citations
    ABI