Michael D. Shields

Geciteerd door

	Alles	Sinds 2019
Citaties	2998	2524
h-index	29	28
i10-index	60	59

740

370

185

555

20132014201520162017201820192020202120222023202421 29 57 83 87 160 185 231 298 447 601 728

Openbare toegang

Alles bekijken

40 artikelen

4 artikelen

beschikbaar

niet beschikbaar

Op basis van financieringsmachtigingen

Medeauteurs

Dimitris G GiovanisAssistant Research Professor, John Hopkins University, Civil EngineeringGeverifieerd e-mailadres voor jhu.edu
Jiaxin ZhangIntuit AI Research; Oak Ridge National Lab; Johns Hopkins UniversityGeverifieerd e-mailadres voor intuit.com
George DeodatisProfessor of Civil Engineering and Engineering Mechanics, Columbia UniversityGeverifieerd e-mailadres voor civil.columbia.edu
Katiana KontolatiPhD, Johns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Lohit VandanapuPhD Candidate, Johns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Somayajulu L. N. DhulipalaComputational Scientist, Idaho National LabGeverifieerd e-mailadres voor inl.gov
Somdatta GoswamiAssistant Professor, Civil and Systems Engineering, Johns Hopkins UniversityGeverifieerd e-mailadres voor jh.edu
George Em KarniadakisThe Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and EngineeringGeverifieerd e-mailadres voor brown.edu
Lori Graham-BradyJohns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Sundar VelkurSr Data Scientist, Topgolf Callaway BrandsGeverifieerd e-mailadres voor callawaygolf.com
Promit ChakrobortyPh.D. Student, Dept of Civil and Systems Engg., Johns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Michael L. FalkProfessor of Materials Science and Engineering, Johns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Raymond DaddazioThornton TomasettiGeverifieerd e-mailadres voor thorntontomasetti.com
Kirubel TeferraU.S. Naval Research LaboratoryGeverifieerd e-mailadres voor nrl.navy.mil
Dimitrios LoukrezisResearch scientist, Siemens AG | Research group leader, TU DarmstadtGeverifieerd e-mailadres voor temf.tu-darmstadt.de
Hwanpyo KimJohns Hopkins UniversityGeverifieerd e-mailadres voor jhu.edu
Pawel WoelkeThornton Tomasetti / Columbia UniversityGeverifieerd e-mailadres voor thorntontomasetti.com
Audrey OlivierAssistant Professor of Civil and Environmental Engineering, USCGeverifieerd e-mailadres voor usc.edu
Paolo BocchiniProfessor and Director of the Center for Catastrophe Modeling and Resilience, Lehigh UniversityGeverifieerd e-mailadres voor lehigh.edu
Benjamin SpencerIdaho National LaboratoryGeverifieerd e-mailadres voor inl.gov

Volgen

Michael D. Shields

Johns Hopkins University

Geverifieerd e-mailadres voor jhu.edu - Homepage

uncertainty quantification computational mechanics stochastic processes


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
The generalization of Latin hypercube sampling MD Shields, J Zhang Reliability Engineering & System Safety 148, 96-108, 2016	472	2016
A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic process by a translation process MD Shields, G Deodatis, P Bocchini Probabilistic Engineering Mechanics 26 (4), 511-519, 2011	191	2011
Refined stratified sampling for efficient Monte Carlo based uncertainty quantification MD Shields, K Teferra, A Hapij, RP Daddazio Reliability Engineering and System Safety 142, 310-325, 2015	140	2015
Bayesian neural networks for uncertainty quantification in data-driven materials modeling A Olivier, MD Shields, L Graham-Brady Computer Methods in Applied Mechanics and Engineering 386, 114079, 2021	112	2021
On the quantification and efficient propagation of imprecise probabilities resulting from small datasets J Zhang, MD Shields Mechanical Systems and Signal Processing 98, 465-483, 2018	102	2018
Modeling strongly non-Gaussian non-stationary stochastic processes using the Iterative Translation Approximation Method and Karhunen–Loève expansion H Kim, MD Shields Computers & Structures 161, 31-42, 2015	97	2015
A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic vector process by a translation process with applications in wind velocity simulation MD Shields, G Deodatis Probabilistic Engineering Mechanics 31, 19-29, 2013	88	2013
Deep transfer operator learning for partial differential equations under conditional shift S Goswami, K Kontolati, MD Shields, GE Karniadakis Nature Machine Intelligence 4 (12), 1155-1164, 2022	84	2022
UQpy: A general purpose Python package and development environment for uncertainty quantification A Olivier, D Giovanis, BS Aakash, M Chauhan, L Vandanapu, MD Shields Journal of Computational Science 47, 101204, 2020	84	2020
Estimation of evolutionary spectra for simulation of non-stationary and non-Gaussian stochastic processes MD Shields, G Deodatis Computers & Structures 126, 149-163, 2013	71	2013
Cohesive zone modeling and calibration for mode I tearing of large ductile plates PB Woelke, MD Shields, JW Hutchinson Engineering Fracture Mechanics 147, 293-305, 2015	65	2015
Simulations of ductile fracture in an idealized ship grounding scenario using phenomenological damage and cohesive zone models PB Woelke, MD Shields, NN Abboud, JW Hutchinson Computational Materials Science 80, 79-95, 2013	58	2013
Surrogate-enhanced stochastic search algorithms to identify implicitly defined functions for reliability analysis VS Sundar, MD Shields Structural Safety 62, 1-11, 2016	55	2016
Coarse graining atomistic simulations of plastically deforming amorphous solids AR Hinkle, CH Rycroft, MD Shields, ML Falk Physical Review E 95 (5), 053001, 2017	51	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	50	2020
Topology optimization for linear stationary stochastic dynamics: Applications to frame structures M Zhu, Y Yang, JK Guest, MD Shields Structural Safety 67, 116-131, 2017	50	2017
Variance-based adaptive sequential sampling for Polynomial Chaos Expansion L Novák, M Vořechovský, V Sadílek, MD Shields Computer Methods in Applied Mechanics and Engineering 386, 114105, 2021	48	2021
Simulation of spatially correlated nonstationary response spectrum–compatible ground motion time histories MD Shields Journal of Engineering Mechanics 141 (6), 04014161, 2015	44	2015
On the influence of over-parameterization in manifold based surrogates and deep neural operators K Kontolati, S Goswami, MD Shields, GE Karniadakis Journal of Computational Physics 479, 112008, 2023	43	2023
Reliability analysis using adaptive kriging surrogates with multimodel inference VS Sundar, MD Shields ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2019	43	2019

Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.

Artikelen 1–20

Citaties per jaar

Dubbele citaties

Samengevoegde citaties

Medeauteurs toevoegenMedeauteurs

Volgen

Geciteerd door

Medeauteurs