Publications

Advanced Search

Results 51–66 of 66

Scope

Center for Computing Research

All Sandia Publications

Publication Type

Author

Funding Source

Current Filters Clear all

Remove author filter×

Publication	Type	Year
Multiscale stochastic reduced-order model for uncertainty propagation using Fokker-Planck equation with microstructure evolution applications arXiv preprint Anh Tran, Jing Sun, Yan Wang, Dehao Liu, Timothy Michael Wildey https://www.osti.gov/search/identifier:1834331	Journal Article – 2020 Journal Article	2020
WearGP: A UQ/ML wear prediction framework for slurry pump impellers and casings Asme Fedsm 2020 Anh Tran, John Furlan, Robert Visintainer, Mohamed Garman, Krishnan Pagalthivarthi, Aaron Cutright, Yan Wang https://www.osti.gov/search/identifier:1773599	Conference Paper – 2020 Conference Paper	2020
Orthogonal polynomials defined by self-similar measures with overlaps Experimental Mathematics Anh Tran, Sze-Man Ngai, Shuai Yuan, Tang Wei https://www.osti.gov/search/identifier:1614785	Journal Article – 2020 Journal Article	2020
aphBO-2GP-3B: A budgeted asynchronously-parallel multi-acquisition for known/unknown constrained Bayesian optimization on high-performing computing architecture arXiv Anh Tran, Timothy Michael Wildey, John Furlan, Pagalthivarthi Krishnan, Robert Visintainer, Scott McCann https://www.osti.gov/search/identifier:1834333	Journal Article – 2020 Journal Article	2020
sMF-BO-2CoGP: A sequential multi-fidelity constrained Bayesian optimization framework for design applications ASME Journal of Computing and Information Science in Engineering Anh Tran, Timothy Michael Wildey, Scott McCann https://www.osti.gov/search/identifier:1605731	Journal Article – 2020 Journal Article	2020
Linking process-structure-property via physics-based and data-driven approaches: Beyond forward computational materials science Louisiana State University - Seminar Anh Tran	Presentation (non-conference) – 2020 Presentation (non-conference)	2020
Materials informatics: data-driven, materials design, and uncertainty quantification perspectives SNL 13th annual postdoc technical showcase Anh Tran, Timothy Michael Wildey https://www.osti.gov/search/identifier:1643479	Conference Paper – 2019 Conference Paper	2019
WearGP: A machine learning wear prediction framework for slurry pump impellers and casings under different operating conditions Fluid Engineering Division Summer Meeting Anh Tran, Yan Wang, John Furlan, Krishnan Pagalthivarthi, Aaron Cutright, Mohamed Garman, Robert Visintainer https://www.osti.gov/search/identifier:1643296	Conference Paper – 2019 Conference Paper	2019
Moving Beyond Forward Simulation to Enable Data-informed Physics-based Predictions Colloquium at University of Colorado - Denver Timothy Michael Wildey, Lukas Bruder, Tan Bui-Thanh, Troy Butler, John Davis Jakeman, Brad Marvin, Anh Tran, Scott Walsh https://www.osti.gov/search/identifier:1646273	Presentation (non-conference) – 2019 Presentation (non-conference)	2019
sBF-BO-2CoGP: A sequential bi-fidelity constrained Bayesian optimization for design applications International Design Engineering Technical Conferences & Computers and Information in Engineering Conference Anh Tran, Timothy Michael Wildey, Scott McCann https://www.osti.gov/search/identifier:1641650	Conference Paper – 2019 Conference Paper	2019
Data-driven high-fidelity 2D microstructure reconstruction via non-local patch-based image inpainting Acta Materialia Anh Tran, Hoang Tran https://www.osti.gov/search/identifier:1559517	Journal Article – 2019 Journal Article	2019
A sequential bi-fidelity constrained Bayesian optimization for design applications ASME International Design Engineering Technical Conferences & Computers and Information in Engineering Conference Anh Tran, Timothy Michael Wildey, Scott McCann https://www.osti.gov/search/identifier:1641565	Conference Paper – 2019 Conference Paper	2019
Using High Performance Computing to Enable Data-informed Multiscale Modeling with Applications to Additive Materials Engineering Mechanics Institute Conference Timothy Michael Wildey, Anh Tran https://www.osti.gov/search/identifier:1640837	Conference Paper – 2019 Conference Paper	2019
A step towards a versatile Bayesian optimization: constrained, asynchronous batch-parallel, multi-fidelity, and mixed-integer extensions MUMS Transition Workshop and SPUQ Anh Tran, Yan Wang, Timothy Michael Wildey https://www.osti.gov/search/identifier:1640079	Conference Paper – 2019 Conference Paper	2019
Toward a versatile Bayesian optimization SAMSI - UQ for Materials workshop Anh Tran https://www.osti.gov/search/identifier:1644772	Presentation (non-conference) – 2019 Presentation (non-conference)	2019
WearGP: A computationally efficient machine learning framework for local erosive wear predictions via nodal Gaussian processes Wear Anh Tran, John M. Furlan, Krishnan V. Pagalthivarthi, Robert J. Visintainer, Timothy Michael Wildey, Yan Wang https://www.osti.gov/search/identifier:1492797	Journal Article – 2019 Journal Article	2019
Document Title	Type	Year

Results 51–66 of 66