Publications

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.

Abstract not provided.

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.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Debusschere, Bert D.

Abstract not provided.

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.

Abstract not provided.

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.

Abstract not provided.

Carpenter, John H.; Debusschere, Bert D.; Robinson, Allen C.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Debusschere, Bert D.; Wills, Ann E.

Abstract not provided.

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.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Debusschere, Bert D.; Wills, Ann E.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Debusschere, Bert D.; Wills, Ann E.

Abstract not provided.

Robinson, Allen C.; Carpenter, John H.; Debusschere, Bert D.

Abstract not provided.

Eldred, Michael S.; Debusschere, Bert D.; Chowdhary, Kamaljit S.; Jakeman, John D.; Rai, Prashant R.; Safta, Cosmin S.; Sargsyan, Khachik S.

Abstract not provided.

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.

Abstract not provided.

Robinson, Allen C.; Mattsson, Thomas M.; Shulenburger, Luke N.; Carpenter, John H.; Debusschere, Bert D.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Debusschere, Bert D.; Wills, Ann E.

Abstract not provided.

Robinson, Allen C.; Debusschere, Bert D.; Carpenter, John H.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Wills, Ann E.; Debusschere, Bert D.

Abstract not provided.

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.

Abstract not provided.

Carpenter, John H.; Robinson, Allen C.; Wills, Ann E.; Drake, Richard R.; Rider, William J.; Debusschere, Bert D.

Abstract not provided.

Eldred, Michael S.; Debusschere, Bert D.; Chowdhary, Kamaljit S.; Jakeman, John D.; Najm, H.N.; Safta, Cosmin S.; Sargsyan, Khachik S.

Abstract not provided.

Najm, H.N.; Eldred, Michael S.; Debusschere, Bert D.; Chowdhary, Kamaljit S.; Jakeman, John D.; Safta, Cosmin S.; Sargsyan, Khachik S.

Abstract not provided.

Robinson, Allen C.; Drake, Richard R.; Carpenter, John H.; Wills, Ann E.; Rider, William J.; Debusschere, Bert D.

Abstract not provided.

Sargsyan, Khachik S.; Najm, H.N.; Chowdhary, Kamaljit S.; Debusschere, Bert D.; Swiler, Laura P.; Eldred, Michael S.

Abstract not provided.

Sargsyan, Khachik S.; Najm, H.N.; Chowdhary, Kamaljit S.; Debusschere, Bert D.; Swiler, Laura P.; Eldred, Michael S.

Abstract not provided.