Pawan Goyal

Навело

	Све	Од 2020
Наводи	1150	1058
h-индекс	19	19
i10-индекс	34	32

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20162017201820192020202120222023202420259 20 30 30 81 167 143 233 353 73

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Коаутори

Peter BennerMax Planck Institute for Dynamics of Complex Technical SystemsВерификована је имејл адреса на mpi-magdeburg.mpg.de
Igor Pontes DuffMax Planck Institute for Dynamics of Complex Technical SystemsВерификована је имејл адреса на mpi-magdeburg.mpg.de
Jan HeilandPostdoc and JProf., Max Planck Institute and OVGU Magdeburg, GermanyВерификована је имејл адреса на mpi-magdeburg.mpg.de
Süleyman YıldızMax Planck Institute for Dynamics of Complex Technical SystemsВерификована је имејл адреса на mpi-magdeburg.mpg.de
Kai SundmacherProfessor of Process Systems Engineering, Max Planck Institute for Dynamics of Complex TechnicalВерификована је имејл адреса на mpi-magdeburg.mpg.de
Mian Ilyas AhmadNational University of Sciences and Technology, IslamabadВерификована је имејл адреса на rcms.nust.edu.pk
Jaber MianroodiCovestro AGВерификована је имејл адреса на covestro.com
Mohammad KhorramiPostdoc at Max Planck Institute for Iron ResearchВерификована је имејл адреса на mpie.de
Benjamin PeherstorferCourant Institute of Mathematical Sciences, New York UniversityВерификована је имејл адреса на cims.nyu.edu
Serkan GugercinClass of 1950 Professor of Mathematics, Virginia TechВерификована је имејл адреса на vt.edu
Karim CherifiTU BerlinВерификована је имејл адреса на math.tu-berlin.de

Прати

Pawan Goyal

Max Planck Institute for Dynamics of Complex Technical Systems

Верификована је имејл адреса на mpi-magdeburg.mpg.de - Почетна страница

Machine learning for dynamical systems Dimensionality reduction Data-driven modeling


Наслов Сортирај по наводима Сортирај по години Сортирај по наслову	Навело Навело	Година
Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms P Benner, P Goyal, B Kramer, B Peherstorfer, K Willcox Computer Methods in Applied Mechanics and Engineering 372, 113433, 2020	124	2020
-Quasi-Optimal Model Order Reduction for Quadratic-Bilinear Control Systems P Benner, P Goyal, S Gugercin SIAM Journal on Matrix Analysis and Applications 39 (2), 983-1032, 2018	118	2018
Balanced truncation for quadratic-bilinear control systems P Benner, P Goyal Advances in Computational Mathematics 50 (4), 88, 2024	69	2024
Discovery of nonlinear dynamical systems using a Runge–Kutta inspired dictionary-based sparse regression approach P Goyal, P Benner Proceedings of the Royal Society A 478 (2262), 20210883, 2022	54	2022
An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials MS Khorrami, JR Mianroodi, NH Siboni, P Goyal, B Svendsen, P Benner, ... npj Computational Materials 9 (1), 37, 2023	48	2023
Interpolation-based model order reduction for polynomial systems P Benner, P Goyal SIAM Journal on Scientific Computing 43 (1), A84-A108, 2021	46*	2021
Identification of port-Hamiltonian systems from frequency response data P Benner, P Goyal, P Van Dooren Systems & Control Letters 143, 104741, 2020	46	2020
Moment‐matching based model reduction for Navier–Stokes type quadratic‐bilinear descriptor systems MI Ahmad, P Benner, P Goyal, J Heiland ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte …, 2017	33*	2017
Krylov subspace-based model reduction for a class of bilinear descriptor systems MI Ahmad, P Benner, P Goyal Journal of Computational and Applied Mathematics 315, 303-318, 2017	32	2017
Operator inference and physics-informed learning of low-dimensional models for incompressible flows P Benner, P Goyal, J Heiland, IP Duff arXiv preprint arXiv:2010.06701, 2020	31	2020
Time-limited H2-optimal model order reduction P Goyal, M Redmann Applied Mathematics and Computation 355, 184-197, 2019	31*	2019
Occamnet: A fast neural model for symbolic regression at scale O Dugan, R Dangovski, A Costa, S Kim, P Goyal, J Jacobson, M Soljačić arXiv preprint arXiv:2007.10784, 2020	30	2020
Learning reduced‐order dynamics for parametrized shallow water equations from data S Yıldız, P Goyal, P Benner, B Karasözen International Journal for Numerical Methods in Fluids 93 (8), 2803-2821, 2021	29	2021
Gramians, energy functionals, and balanced truncation for linear dynamical systems with quadratic outputs P Benner, P Goyal, IP Duff IEEE Transactions on Automatic Control 67 (2), 886-893, 2021	27	2021
POD-DEIM for efficient reduction of a dynamic 2D catalytic reactor model J Bremer, P Goyal, L Feng, P Benner, K Sundmacher Computers & Chemical Engineering 106, 777-784, 2017	26	2017
Truncated Gramians for bilinear systems and their advantages in model order reduction P Benner, P Goyal, M Redmann Model reduction of parametrized systems, 285-300, 2017	26	2017
Neural ordinary differential equations with irregular and noisy data P Goyal, P Benner Royal Society Open Science 10 (7), 221475, 2023	25*	2023
Guaranteed stable quadratic models and their applications in SINDy and operator inference P Goyal, IP Duff, P Benner arXiv preprint arXiv:2308.13819, 2023	19	2023
Tomographic X-ray scattering based on invariant reconstruction: analysis of the 3D nanostructure of bovine bone P De Falco, R Weinkamer, W Wagermaier, C Li, T Snow, NJ Terrill, ... Applied Crystallography 54 (2), 486-497, 2021	19	2021
Balanced truncation for a special class of bilinear descriptor systems IP Duff, P Goyal, P Benner IEEE Control Systems Letters 3 (3), 535-540, 2019	19	2019

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