Publications

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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

Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing

ASPE topical meeting on additive manufacturing

Bradley Howell Jared, Brad Boyce, Corbett C. Battaile, Hojun Lim, Hy D. Tran, Joshua Robbins, Brett W. Clark, Teddy D. Blacker

https://www.osti.gov/search/identifier:1248704

Conference Paper – 2015 Conference Paper 2015

Complexity Isn?t Necessarily Free: Opportunities and Challenges in Additive Manufacturing

Achieving Precision Tolerances in Additive Manufacturing

Bradley Howell Jared, Hy D. Tran, Joshua Robbins, Brett W. Clark, Teddy D. Blacker, Brad Boyce, Hojun Lim, Corbett C. Battaile

https://www.osti.gov/search/identifier:1240840

Conference Paper – 2015 Conference Paper 2015
Document Title Type Year
Results 51–68 of 68