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Najm, H.N. ; Debusschere, Bert D. ; Sparks, Neil S. ; Sargsyan, Khachik S. ; Huan, Xun H. ; Oefelein, Joseph C.; Vane, Zachary P.; Eldred, Michael S. ; Geraci, Gianluca G. ; Knio, O.K.; Sraj, I.S.; Scovazzi, G.S.; Colomes, O.C.; Marzouk, Y.M.; Zahm, O.Z.; Menhorn, F.M.; Ghanem, R.G.; Tsilifis, P.T.
Najm, H.N. ; Debusschere, Bert D. ; Safta, Cosmin S. ; Sargsyan, Khachik S. ; Huan, Xun H. ; Oefelein, Joseph C.; Vane, Zachary P.; Eldred, Michael S. ; Geraci, G.G.; Knio, O.K.; Sraj, I.S.; Scovazzi, G.S.; Colomes, O.C.; Marzouk, Y.M.; Zahm, O.Z.; Menhorn, F.M.; Ghanem, R.G.; Tsilifis, P.T.
Carpenter, John H. ; Robinson, Allen C. ; Debusschere, Bert D.
Najm, H.N. ; Debusschere, Bert D. ; Safta, Cosmin S. ; Sargsyan, Khachik S. ; Huan, Xun H. ; Oefelein, Joseph C. ; Lacaze, Guilhem M. ; Vane, Zachary P. ; Eldred, Michael S. ; Geraci, Gianluca G. ; Knio, Omar K.; Sraj, I.S.; Scovazzi, G.S.; Colomes, O.C.; Marzouk, Y.M.; Zahm, O.Z.; Menhorn, F.M.; Ghanem, R.G.; Tsilifis, P.T.
Najm, H.N. ; Debusschere, Bert D. ; Safta, Cosmin S. ; Sargsyan, Khachik S. ; Huan, Xun H. ; Oefelein, Joseph C. ; Lacaze, Guilhem M. ; Vane, Zachary P. ; Eldred, Michael S. ; Geraci, G.G.; Knio, O.K.; Sraj, I.S.; Scovazzi, G.S.; Colomes, O.C.; Marzouk, Y.M.; Zahm, O.Z.; Augustin, F.A.; Menhorn, F.M.; Ghanem, R.G.; Tsilifis, P.T.
Carpenter, John H. ; Debusschere, Bert D. ; Robinson, Allen C.
Carpenter, John H. ; Robinson, Allen C. ; Debusschere, Bert D. ; Wills, Ann E.
Najm, H.N. ; Debusschere, Bert D. ; Safta, Cosmin S. ; Sargsyan, Khachik S. ; Oefelein, Joseph C. ; Lacaze, Guilhem M. ; Eldred, Michael S. ; Knio, Omar K.; Scovazzi, G.S.; Marzouk, Y.M.; Ghanem, R.G.
Carpenter, John H. ; Robinson, Allen C. ; Debusschere, Bert D. ; Wills, Ann E.
Carpenter, John H. ; Robinson, Allen C. ; Debusschere, Bert D. ; Wills, Ann E.
Robinson, Allen C. ; Carpenter, John H. ; Debusschere, Bert D.
Eldred, Michael S. ; Debusschere, Bert D. ; Chowdhary, Kamaljit S. ; Jakeman, John D. ; Rai, Prashant R. ; Safta, Cosmin S. ; Sargsyan, Khachik S.
Debusschere, Bert D. ; Jakeman, John D. ; Chowdhary, Kamaljit S. ; Safta, Cosmin S. ; Sargsyan, Khachik S. ; Rai, P.R.; Ghanem, R.G.; Knio, O.K.; La Maitre, O.L.; Winokur, J.W.; Li, G.L.; Ghattas, O.G.; Moser, R.M.; Simmons, C.S.; Alexanderian, A.A.; Gattiker, J.G.; Higdon, D.H.; Lawrence, E.L.; Bhat, S.B.; Marzouk, Y.M.; Bigoni, D.B.; Cui, T.C.; Parno, M.P.
Robinson, Allen C. ; Mattsson, Thomas M. ; Shulenburger, Luke N. ; Carpenter, John H. ; Debusschere, Bert D.
Carpenter, John H. ; Robinson, Allen C. ; Debusschere, Bert D. ; Wills, Ann E.
Robinson, Allen C. ; Debusschere, Bert D. ; Carpenter, John H.
Carpenter, John H. ; Robinson, Allen C. ; Wills, Ann E. ; Debusschere, Bert D.
Journal of Aerospace Information Systems
Safta, Cosmin S. ; Sargsyan, Khachik S. ; Najm, H.N. ; Chowdhary, Kenny; Debusschere, Bert D. ; Swiler, Laura P. ; Eldred, Michael S.
In this paper, a series of algorithms are proposed to address the problems in the NASA Langley Research Center Multidisciplinary Uncertainty Quantification Challenge. A Bayesian approach is employed to characterize and calibrate the epistemic parameters based on the available data, whereas a variance-based global sensitivity analysis is used to rank the epistemic and aleatory model parameters. A nested sampling of the aleatory-epistemic space is proposed to propagate uncertainties from model parameters to output quantities of interest.
Debusschere, Bert D. ; Carpenter, John H. ; Robinson, Allen C. ; Wills, Ann E.
Carpenter, John H. ; Robinson, Allen C. ; Wills, Ann E. ; Drake, Richard R. ; Rider, William J. ; Debusschere, Bert D.
Eldred, Michael S. ; Debusschere, Bert D. ; Chowdhary, Kamaljit S. ; Jakeman, John D. ; Najm, H.N. ; Safta, Cosmin S. ; Sargsyan, Khachik S.
Najm, H.N. ; Eldred, Michael S. ; Debusschere, Bert D. ; Chowdhary, Kamaljit S. ; Jakeman, John D. ; Safta, Cosmin S. ; Sargsyan, Khachik S.
Robinson, Allen C. ; Drake, Richard R. ; Carpenter, John H. ; Wills, Ann E. ; Rider, William J. ; Debusschere, Bert D.
Sargsyan, Khachik S. ; Najm, H.N. ; Chowdhary, Kamaljit S. ; Debusschere, Bert D. ; Swiler, Laura P. ; Eldred, Michael S.
Sargsyan, Khachik S. ; Najm, H.N. ; Chowdhary, Kamaljit S. ; Debusschere, Bert D. ; Swiler, Laura P. ; Eldred, Michael S.
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