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Volumn 194, Issue 12-16, 2005, Pages 1251-1294

Solving elliptic boundary value problems with uncertain coefficients by the finite element method: The stochastic formulation

Author keywords

Adaptive methods; Error control; Error estimates; Expected value; Finite elements; k h vesions; Karhunen Lo ve expansion; Monte Carlo methods; p h versions; Perturbation estimstes; Stochastic elliptic equation

Indexed keywords

ADAPTIVE ALGORITHMS; APPROXIMATION THEORY; BOUNDARY VALUE PROBLEMS; FINITE ELEMENT METHOD; MONTE CARLO METHODS; NUMERICAL METHODS; PROBABILITY; RANDOM PROCESSES; TENSORS; VECTORS;

EID: 13844314882     PISSN: 00457825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cma.2004.02.026     Document Type: Article
Times cited : (281)

References (93)
  • 1
    • 0004046577 scopus 로고    scopus 로고
    • Guide for verification and validation of computational fluid dynamics simulation
    • Technical Report AIAA G-077-1998, American Institute of Aeronautics and Astronautics
    • Guide for verification and validation of computational fluid dynamics simulation. Technical Report AIAA G-077-1998, American Institute of Aeronautics and Astronautics, 1998
    • (1998)
  • 4
    • 0003234757 scopus 로고
    • On randomized solutions of Laplace's equation
    • I. Babuŝka On randomized solutions of Laplace's equation Casopis Pest. Mat. 86 1961 269-276
    • (1961) Casopis Pest. Mat. , vol.86 , pp. 269-276
    • Babuŝka, I.1
  • 6
    • 0037119496 scopus 로고    scopus 로고
    • On solving linear elliptic stochastic partial differential equations
    • I. Babuŝka P. Chatzipantelidis On solving linear elliptic stochastic partial differential equations Comput. Methods Appl. Mech. Engrg. 191 2002 4093-4122
    • (2002) Comput. Methods Appl. Mech. Engrg. , vol.191 , pp. 4093-4122
    • Babuŝka, I.1    Chatzipantelidis, P.2
  • 7
    • 0036791413 scopus 로고    scopus 로고
    • Effects of uncertainties in the domain on the solution of Neumann boundary value problems in two spatial dimensions
    • I. Babuŝka J. Chleboun Effects of uncertainties in the domain on the solution of Neumann boundary value problems in two spatial dimensions Math. Comput. 71 2002 1339-1370
    • (2002) Math. Comput. , vol.71 , pp. 1339-1370
    • Babuŝka, I.1    Chleboun, J.2
  • 8
    • 0242473086 scopus 로고    scopus 로고
    • Effects of uncertainties in the domain on the solution of Dirichlet boundary value problems
    • I. Babuŝka J. Chleboun Effects of uncertainties in the domain on the solution of Dirichlet boundary value problems Numer. Math. 93 2003 583-610
    • (2003) Numer. Math. , vol.93 , pp. 583-610
    • Babuŝka, I.1    Chleboun, J.2
  • 9
    • 0037356726 scopus 로고    scopus 로고
    • Solving stochastic partial differential equations based on the experiment data
    • I. Babuŝka K.-M. Liu R. Tempone Solving stochastic partial differential equations based on the experiment data Math. Models Methods Appl. Sci. 13 2003 415-444
    • (2003) Math. Models Methods Appl. Sci. , vol.13 , pp. 415-444
    • Babuŝka, I.1    Liu, K.-M.2    Tempone, R.3
  • 11
    • 13844319204 scopus 로고    scopus 로고
    • Galerkin finite element approximations of stochastic elliptic partial differential equations
    • I. Babuŝka R. Tempone G.E. Zouraris Galerkin finite element approximations of stochastic elliptic partial differential equations SIAM J. Numer. Anal. 42 2 2004 800-825
    • (2004) SIAM J. Numer. Anal. , vol.42 , Issue.2 , pp. 800-825
    • Babuŝka, I.1    Tempone, R.2    Zouraris, G.E.3
  • 12
    • 13844319517 scopus 로고    scopus 로고
    • The problem of violating coercivity of stochastic elliptic equations with very small probability
    • In preparation
    • I. Babuŝka, G.E. Zouraris, The problem of violating coercivity of stochastic elliptic equations with very small probability. In preparation
    • Babuŝka, I.1    Zouraris, G.E.2
  • 14
    • 0002236253 scopus 로고    scopus 로고
    • Convergence rates for finite element approximations of stochastic partial differential equations
    • F.E. Benth J. Gjerde Convergence rates for finite element approximations of stochastic partial differential equations Stochastics Stochastics Rep. 63 1998 313-326
    • (1998) Stochastics Stochastics Rep. , vol.63 , pp. 313-326
    • Benth, F.E.1    Gjerde, J.2
  • 15
    • 0005839263 scopus 로고    scopus 로고
    • What are the random fuzzy sets and how to use them for uncertainty modeling in engineering system
    • Whys and Hows in Uncertainty Modelling Probability Fuzziness and Optimization I. Elishakoff (Ed.), Springer-Verlag
    • A. Bernardini What are the random fuzzy sets and how to use them for uncertainty modeling in engineering system in: I. Elishakoff (Ed.), Whys and Hows in Uncertainty Modelling Probability Fuzziness and Optimization CISM Course and Lectures vol. 380 1999 Springer-Verlag
    • (1999) CISM Course and Lectures , vol.380
    • Bernardini, A.1
  • 19
    • 85011514513 scopus 로고    scopus 로고
    • Monte Carlo and quasi-Monte Carlo methods
    • Cambridge University Press
    • R.E. Caflisch, Monte Carlo and quasi-Monte Carlo methods, Acta Numerica, pp. 1-49, Cambridge University Press, 1998
    • (1998) Acta Numerica , pp. 1-49
    • Caflisch, R.E.1
  • 20
    • 23944514434 scopus 로고    scopus 로고
    • Uncertain Input Data Problems and the Worst Scenario
    • Amsterdam: Elsevier
    • J.C. Chleboun I. Hlaváĉek I. Babuŝka Uncertain Input Data Problems and the Worst Scenario 2005 Elsevier Amsterdam
    • (2005)
    • Chleboun, J.C.1    Hlaváĉek, I.2    Babuŝka, I.3
  • 22
    • 13844312444 scopus 로고
    • National Research Council, Science and Judgment in Risk Assessment, National Academy Press
    • National Research Council, Science and Judgment in Risk Assessment, National Academy Press, 1994
    • (1994)
  • 24
    • 0012332920 scopus 로고
    • Comment on: Ground-water models cannot be validated, by L.F. Konikov and J.D. Bredehoef
    • G. de Marsily P. Combes P. Goblet Comment on: Ground-water models cannot be validated, by L.F. Konikov and J.D. Bredehoef Adv. Water Res. 15 1992 367-369
    • (1992) Adv. Water Res. , vol.15 , pp. 367-369
    • de Marsily, G.1    Combes, P.2    Goblet, P.3
  • 25
    • 0002724109 scopus 로고    scopus 로고
    • Solution of stochastic partial differential equations (SPDEs) using Galerkin method: Theory and applications
    • PhD thesis, The University of Texas at Austin
    • M.-K. Deb, Solution of stochastic partial differential equations (SPDEs) using Galerkin method: Theory and applications, PhD thesis, The University of Texas at Austin, 2000
    • (2000)
    • Deb, M.-K.1
  • 26
    • 0035964634 scopus 로고    scopus 로고
    • Solution of stochastic partial differential equations using Galerkin finite element techniques
    • M.-K. Deb I.M. Babuŝka J.T. Oden Solution of stochastic partial differential equations using Galerkin finite element techniques Comput. Methods Appl. Mech. Engrg. 190 2001 6359-6372
    • (2001) Comput. Methods Appl. Mech. Engrg. , vol.190 , pp. 6359-6372
    • Deb, M.-K.1    Babuŝka, I.M.2    Oden, J.T.3
  • 27
    • 0000516376 scopus 로고    scopus 로고
    • Upper and lower probabilities induced by a multivalued mapping
    • A.P. Dempster Upper and lower probabilities induced by a multivalued mapping Ann. Math. Statist. 38 1997 325-339
    • (1997) Ann. Math. Statist. , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 31
    • 0033528035 scopus 로고    scopus 로고
    • The bird's eye view on finite element method for structures with large stochastic variations
    • I. Elishakoff Y. Ren The bird's eye view on finite element method for structures with large stochastic variations Comput. Methods Appl. Mech. Engrg. 168 1999 51-61
    • (1999) Comput. Methods Appl. Mech. Engrg. , vol.168 , pp. 51-61
    • Elishakoff, I.1    Ren, Y.2
  • 33
    • 0030289763 scopus 로고    scopus 로고
    • Different methods are needed to propagate ignorance and variability
    • S. Ferson L.R. Ginzburg Different methods are needed to propagate ignorance and variability Reliab. Engrg. Syst. Safety 54 1996 133-144
    • (1996) Reliab. Engrg. Syst. Safety , vol.54 , pp. 133-144
    • Ferson, S.1    Ginzburg, L.R.2
  • 34
    • 1542559499 scopus 로고    scopus 로고
    • Constructing probability boxes and Dempster-Shafer structures
    • Technical Report SAND 2002-4015, Sandia National Laboratories
    • S. Ferson, V. Kreinovich, L. Meyers, D. Giusburg, K. Sentz, Constructing probability boxes and Dempster-Shafer structures, Technical Report SAND 2002-4015, Sandia National Laboratories, 2003
    • (2003)
    • Ferson, S.1    Kreinovich, V.2    Keyers, L.3    Giusburg, D.4    Sentz, K.5
  • 37
    • 0033329066 scopus 로고    scopus 로고
    • Propagation of probabilistic uncertainty in complex physical systems using a stochastic finite element approach
    • R. Ghanem J. Red-Horse Propagation of probabilistic uncertainty in complex physical systems using a stochastic finite element approach Physica D 133 1999 137-144
    • (1999) Physica D , vol.133 , pp. 137-144
    • Ghanem, R.1    Red-Horse, J.2
  • 38
    • 0036532174 scopus 로고    scopus 로고
    • Simulation of multi-dimensional non-Gaussian non-stationary random fields
    • R. Ghanem S. Shigehiro Simulation of multi-dimensional non-Gaussian non-stationary random fields Probab. Engrg. Mech. 17 2002 167-176
    • (2002) Probab. Engrg. Mech. , vol.17 , pp. 167-176
    • Ghanem, R.1    Shigehiro, S.2
  • 41
    • 0345257516 scopus 로고
    • The h, p and h-p versions of the finite element method in 1 dimension. I. The error analysis of the p-version
    • W. Gui I. Babuŝka The h, p and h-p versions of the finite element method in 1 dimension. I. The error analysis of the p-version Numer. Math. 49 6 1986 577-612
    • (1986) Numer. Math. , vol.49 , Issue.6 , pp. 577-612
    • Gui, W.1    Babuŝka, I.2
  • 44
    • 0031376522 scopus 로고    scopus 로고
    • Analysis in the presence of stochastic and subjective uncertainties
    • J.C. Helton Analysis in the presence of stochastic and subjective uncertainties J. Stochastical Comput. Simulat. 57 1997 3-76
    • (1997) J. Stochastical Comput. Simulat. , vol.57 , pp. 3-76
    • Helton, J.C.1
  • 45
    • 0001079329 scopus 로고    scopus 로고
    • Uncertainty and sensitivity analysis in performance assessment for waste isolation plant
    • J.C. Helton Uncertainty and sensitivity analysis in performance assessment for waste isolation plant Comput. Phys. Commun. 117 1999 156-180
    • (1999) Comput. Phys. Commun. , vol.117 , pp. 156-180
    • Helton, J.C.1
  • 50
    • 0032136251 scopus 로고    scopus 로고
    • Validation in simulation, various positions in the philosophy of science
    • G.B. Kleindorfer L. O'Neill R. Ganesham Validation in simulation, various positions in the philosophy of science Manage. Sci. 44 1998 1087-1099
    • (1998) Manage. Sci. , vol.44 , pp. 1087-1099
    • Kleindorfer, G.B.1    O'Neill, L.2    Ganesham, R.3
  • 53
    • 0027069894 scopus 로고
    • Ground water models cannot be validated
    • L. Konikov J.D. Bredenhoef Ground water models cannot be validated Adv. Water Res. 15 1992 75-83
    • (1992) Adv. Water Res. , vol.15 , pp. 75-83
    • Konikov, L.1    Bredenhoef, J.D.2
  • 55
    • 0039987120 scopus 로고
    • General boundary value problems for differential equations of Sobolev type
    • J.E. Lagnese General boundary value problems for differential equations of Sobolev type SIAM J. Math. Anal. 3 1972 105-119
    • (1972) SIAM J. Math. Anal. , vol.3 , pp. 105-119
    • Lagnese, J.E.1
  • 56
    • 13844317884 scopus 로고
    • Numerical analysis of elliptic partial differential equations with stochastic input data
    • PhD thesis, University of Maryland
    • S. Larsen, Numerical analysis of elliptic partial differential equations with stochastic input data, PhD thesis, University of Maryland, 1986
    • (1986)
    • Larsen, S.1
  • 57
    • 0003981320 scopus 로고
    • fourth edition, Graduate Texts in Mathematics Springer-Verlag, New York
    • M. Loève, Probability Theory. I, fourth edition, in: Graduate Texts in Mathematics, vol. 45, Springer-Verlag, New York, 1977
    • (1977) Probability Theory. I , vol.45
    • Loève, M.1
  • 58
    • 0003981320 scopus 로고
    • fourth edition, Graduate Texts in Mathematics Springer-Verlag, New York
    • M. Loève, Probability Theory. II, fourth edition, in: Graduate Texts in Mathematics, vol. 46, Springer-Verlag, New York, 1978
    • (1978) Probability Theory. II , vol.46
    • Loève, M.1
  • 59
    • 13844307737 scopus 로고    scopus 로고
    • Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations
    • Technical Report, Institute of Scientific Computing, Technical University Braunschweig, July
    • H. Matthies, A. Keese, Galerkin methods for linear and nonlinear elliptic stochastic partial differential equations, Technical Report, Institute of Scientific Computing, Technical University Braunschweig, July 2003
    • (2003)
    • Matthies, H.1    Keese, A.2
  • 60
    • 0012006007 scopus 로고    scopus 로고
    • Some Engineering Applications in Random Vibrations and Random Structures
    • American Institute of Aeronautics and Astronautics
    • G. Maymon, Some Engineering Applications in Random Vibrations and Random Structures, in: Progress in Astronautics and Aeronautics, vol. 178, American Institute of Aeronautics and Astronautics, 1998
    • (1998) Progress in Astronautics and Aeronautics , vol.178
    • Maymon, G.1
  • 62
    • 0025591618 scopus 로고
    • A direct determination of ARMA algorithms for the simulation of stationary random processes
    • M.P. Mignolet P.D. Spanos A direct determination of ARMA algorithms for the simulation of stationary random processes Internat. J. Non-Linear Afech. 25 1990 555-568
    • (1990) Internat. J. Non-Linear Afech. , vol.25 , pp. 555-568
    • Mignolet, M.P.1    Spanos, P.D.2
  • 64
    • 0000174376 scopus 로고
    • Stochastic properties of quadrature formulas
    • E. Novak Stochastic properties of quadrature formulas Numer. Math. 53 1988 609-620
    • (1988) Numer. Math. , vol.53 , pp. 609-620
    • Novak, E.1
  • 65
    • 9544249924 scopus 로고    scopus 로고
    • Mathematical representation of uncertainty
    • Technical Report AIAA 2001-1645, American Institute of Aeronautics and Astronautics
    • W.L. Oberkampf, J.C. Helton, K. Sentz, Mathematical representation of uncertainty, Technical Report AIAA 2001-1645, American Institute of Aeronautics and Astronautics, 2001
    • (2001)
    • Oberkampf, W.L.1    Helton, J.C.2    Sentz, K.3
  • 66
    • 0036544606 scopus 로고    scopus 로고
    • Verification and validation in computational fluid dynamics
    • W.L. Oberkampf T.G. Trucano Verification and validation in computational fluid dynamics Prog. Aerospace Sci. 38 2002 209-272
    • (2002) Prog. Aerospace Sci. , vol.38 , pp. 209-272
    • Oberkampf, W.L.1    Trucano, T.G.2
  • 67
    • 4243438165 scopus 로고    scopus 로고
    • Verification, validation and predictive capabilities in computational engineering and physics
    • Technical Report Sand. Rep. Sand 2003-3769, Sandia National Laboratories
    • W.L. Oberkampf, T.G. Trucano, Ch. Hirsch, Verification, validation and predictive capabilities in computational engineering and physics, Technical Report Sand. Rep. Sand 2003-3769, Sandia National Laboratories, 2003
    • (2003)
    • Oberkampf, W.L.1    Trucano, T.G.2    Hirsch, Ch.3
  • 75
    • 13844309410 scopus 로고    scopus 로고
    • Finite element method for elliptic problems with stochastic data
    • Technical Report, ETH Zurich, Seminar for Applied Mathematics, April Research Report 2002-05
    • C. Schwab, R.-A. Todor, Finite element method for elliptic problems with stochastic data, Technical Report, ETH Zurich, Seminar for Applied Mathematics, April 2002, Research Report 2002-05
    • (2002)
    • Schwab, C.1    Todor, R.-A.2
  • 77
    • 0041675012 scopus 로고    scopus 로고
    • Combination of evidence in Dempster-Shafer theory
    • Technical Report Sand 2002-0835, Sandia National Laboratories
    • K. Sentz, S. Person, Combination of evidence in Dempster-Shafer theory, Technical Report Sand 2002-0835, Sandia National Laboratories, 2002
    • (2002)
    • Sentz, K.1    Person, S.2
  • 80
    • 0000876857 scopus 로고    scopus 로고
    • On quasi-Monte Carlo integrations
    • I.M. Sobol' On quasi-Monte Carlo integrations Math. Comput. Simulat. 47 1998 103-112
    • (1998) Math. Comput. Simulat. , vol.47 , pp. 103-112
    • Sobol', I.M.1
  • 82
    • 13844306324 scopus 로고    scopus 로고
    • Proceeding of the Fourth International Conference on Computational Mechanics Corfu, Greece, June 9-12, 2002 Millpress
    • P.D. Spanos D. Deodatis Proceeding of the Fourth International Conference on Computational Mechanics Corfu, Greece, June 9-12, 2002 Computational Stochastic Mechanics 2003 Millpress
    • (2003) Computational Stochastic Mechanics
    • Spanos, P.D.1    Deodatis, D.2
  • 84
    • 0035641113 scopus 로고    scopus 로고
    • Adaptive weak approximation of stochastic differential equations
    • A. Szepessy R. Tempone G.E. Zouraris Adaptive weak approximation of stochastic differential equations Comm. Pure Appl. Math. 54 2001 1169-1214
    • (2001) Comm. Pure Appl. Math. , vol.54 , pp. 1169-1214
    • Szepessy, A.1    Tempone, R.2    Zouraris, G.E.3
  • 85
    • 0001695481 scopus 로고    scopus 로고
    • Solving Wick-stochastic boundary value problems using a finite element method
    • T.G. Theting Solving Wick-stochastic boundary value problems using a finite element method Stochastics Stochastics Rep. 70 2000 241-270
    • (2000) Stochastics Stochastics Rep. , vol.70 , pp. 241-270
    • Theting, T.G.1
  • 87
    • 0032222220 scopus 로고    scopus 로고
    • Variational methods for PDEs applied to stochastic partial differential equations
    • G. Våge Variational methods for PDEs applied to stochastic partial differential equations Math. Scand. 82 1998 113-137
    • (1998) Math. Scand. , vol.82 , pp. 113-137
    • Våge, G.1
  • 92
    • 10444251292 scopus 로고    scopus 로고
    • Worst case scenario analysis for elliptic problems with uncertainty
    • ICES Report 04-36
    • I. Babuŝka, F. Nobile, R. Tempone, Worst case scenario analysis for elliptic problems with uncertainty, ICES Report 04-36
    • Babuŝka, I.1    Nobile, F.2    Tempone, R.3
  • 93
    • 4344712048 scopus 로고    scopus 로고
    • Verification and validation in computational engineering and science, Part I: Basic concepts
    • I. Babuŝka J.T. Oden Verification and validation in computational engineering and science, Part I: Basic concepts Comput. Methods Appl. Mech. Engrg. 193 2004 4057-4066
    • (2004) Comput. Methods Appl. Mech. Engrg. , vol.193 , pp. 4057-4066
    • Babuŝka, I.1    Oden, J.T.2


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