Dimitris G Giovanis

Dikutip oleh

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Vissarion PapadopoulosMultiscale&Multiphysics research Group (MGroup), Professor, School of Civil Engineering, NationalEmail yang diverifikasi di central.ntua.gr
Michael D. ShieldsJohns Hopkins UniversityEmail yang diverifikasi di jhu.edu
Manolis PapadrakakisProfessor Em., School of Civil Engineering, National Technical University of AthensEmail yang diverifikasi di central.ntua.gr
Dimitrios LoukrezisResearch scientist, Siemens AG | Research group leader, TU DarmstadtEmail yang diverifikasi di temf.tu-darmstadt.de
Katiana KontolatiPhD, Johns Hopkins UniversityEmail yang diverifikasi di jhu.edu
Lohit VandanapuPhD Candidate, Johns Hopkins UniversityEmail yang diverifikasi di jhu.edu
Nikos D. LagarosVice Rector of NTUA, Professor of Structural Optimization at School of Civil EngineeringEmail yang diverifikasi di central.ntua.gr
Ketson R M dos SantosAssistant Professor, University of Minnesota Twin CitiesEmail yang diverifikasi di umn.edu
Audrey OlivierAssistant Professor of Civil and Environmental Engineering, USCEmail yang diverifikasi di usc.edu
Fabrice DetrezAssociate professor, HDR, MSME Lab, Université Gustave EiffelEmail yang diverifikasi di univ-eiffel.fr
Julien YVONNETGustave Eiffel UniversityEmail yang diverifikasi di univ-eiffel.fr
Iason PapaioannouTU MünchenEmail yang diverifikasi di tum.de
Daniel StraubTU München, Engineering Risk Analysis GroupEmail yang diverifikasi di tum.de
Michalis FragiadakisNational Technical University of Athens, School of Civil EngineeringEmail yang diverifikasi di mail.ntua.gr
George SoimirisPostdoctoral Fellow at Johns Hopkins UniversityEmail yang diverifikasi di jhu.edu
Sundar VelkurSr Data Scientist, Topgolf Callaway BrandsEmail yang diverifikasi di callawaygolf.com
Ioannis KalogerisPost-doctoral researcher at National Technical University of AthensEmail yang diverifikasi di mail.ntua.gr
Jiaxin ZhangIntuit AI Research; Oak Ridge National Lab; Johns Hopkins UniversityEmail yang diverifikasi di intuit.com

Ikuti

Dimitris G Giovanis

Assistant Research Professor, John Hopkins University, Civil Engineering

Email yang diverifikasi di jhu.edu - Beranda

Uncertainty Quantification Scientific Machine Learning Computational Mechanics


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Accelerated subset simulation with neural networks for reliability analysis V Papadopoulos, DG Giovanis, ND Lagaros, M Papadrakakis Computer Methods in Applied Mechanics and Engineering 223, 70-80, 2012	232	2012
A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites X Lu, DG Giovanis, J Yvonnet, V Papadopoulos, F Detrez, J Bai Computational Mechanics 64, 307-321, 2019	174	2019
UQpy: A general purpose Python package and development environment for uncertainty quantification A Olivier, DG Giovanis, BS Aakash, M Chauhan, L Vandanapu, ... Journal of Computational Science 47, 101204, 2020	89	2020
A neural network-based surrogate model for carbon nanotubes with geometric nonlinearities V Papadopoulos, G Soimiris, DG Giovanis, M Papadrakakis Computer Methods in Applied Mechanics and Engineering 328, 411-430, 2018	87	2018
Bayesian updating with subset simulation using artificial neural networks DG Giovanis, I Papaioannou, D Straub, V Papadopoulos Computer Methods in Applied Mechanics and Engineering 319, 124-145, 2017	64	2017
Stochastic finite element methods: an introduction V Papadopoulos, DG Giovanis Springer, 2017	61	2017
Data-driven surrogates for high dimensional models using Gaussian process regression on the Grassmann manifold DG Giovanis, MD Shields Computer Methods in Applied Mechanics and Engineering 370, 113269, 2020	53	2020
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems K Kontolati, D Loukrezis, DG Giovanis, L Vandanapu, MD Shields Journal of Computational Physics 464, 111313, 2022	48	2022
A new perspective on the solution of uncertainty quantification and reliability analysis of large-scale problems G Stavroulakis, DG Giovanis, M Papadrakakis, V Papadopoulos Computer Methods in Applied Mechanics and Engineering 276, 627-658, 2014	48	2014
Spectral representation-based neural network assisted stochastic structural mechanics DG Giovanis, V Papadopoulos Engineering Structures 84, 382-394, 2015	44	2015
Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models K Kontolati, D Loukrezis, KRM Dos Santos, DG Giovanis, MD Shields International Journal for Uncertainty Quantification 12 (4), 2022	43	2022
Epistemic uncertainty assessment using incremental dynamic analysis and neural networks DG Giovanis, M Fragiadakis, V Papadopoulos Bulletin of Earthquake Engineering 14, 529-547, 2016	32	2016
Subset simulation for problems with strongly non-Gaussian, highly anisotropic, and degenerate distributions MD Shields, DG Giovanis, VS Sundar Computers & Structures 245, 106431, 2021	28	2021
A GPU domain decomposition solution for spectral stochastic finite element method G Stavroulakis, DG Giovanis, V Papadopoulos, M Papadrakakis Computer Methods in Applied Mechanics and Engineering 327, 392-410, 2017	24	2017
Grassmannian Diffusion Maps--Based Dimension Reduction and Classification for High-Dimensional Data KR Dos Santos, DG Giovanis, MD Shields SIAM Journal on Scientific Computing 44 (2), B250-B274, 2022	20	2022
Uncertainty quantification for complex systems with very high dimensional response using Grassmann manifold variations DG Giovanis, MD Shields Journal of Computational Physics 364, 393-415, 2018	18	2018
Reliability analysis V Papadopoulos, DG Giovanis, V Papadopoulos, DG Giovanis Stochastic Finite Element Methods: An Introduction, 71-98, 2018	16	2018
Data-driven uncertainty quantification in computational human head models K Upadhyay, DG Giovanis, A Alshareef, AK Knutsen, CL Johnson, ... Computer methods in applied mechanics and engineering 398, 115108, 2022	13	2022
Uqpy v4. 1: Uncertainty quantification with python D Tsapetis, MD Shields, DG Giovanis, A Olivier, L Novak, P Chakroborty, ... SoftwareX 24, 101561, 2023	12	2023
Grassmannian diffusion maps based surrogate modeling via geometric harmonics KRM dos Santos, DG Giovanis, K Kontolati, D Loukrezis, MD Shields International Journal for Numerical Methods in Engineering 123 (15), 3507-3529, 2022	10	2022

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