학술논문

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발행년	- (예 : 2010-2015)

A perspective on Bayesian methods applied to materials discovery and design

Academic Journal

Arróyave, R.; Vela, B.; Couperthwaite, R.; Molkeri, A.; Srivastava, A.; Khatamsaz, D.; Allaire, D.; Singh, P.; Johnson, D.D.; Qian, X.

In: MRS Communications. (MRS Communications, December 2022, 12(6):1037-1049)

Web of Science JCR 저널정보 Scopus Find it@PNU

Efficient machine-learning model for fast assessment of elastic properties of high-entropy alloys

Academic Journal

Vazquez, G.; Singh, P.; Sauceda, D.; Couperthwaite, R.; Arróyave, R.; Britt, N.; Johnson, D.D.; Youssef, K.

In: Acta Materialia. (Acta Materialia, 15 June 2022, 232)

Full Text (ScienceDirect) Web of Science JCR 저널정보 Scopus Find it@PNU

On the importance of microstructure information in materials design: PSP vs PP

Academic Journal

Molkeri, A.; Couperthwaite, R.; James, J.; Arróyave, R.; Srivastava, A.; Khatamsaz, D.; Allaire, D.

In: Acta Materialia. (Acta Materialia, 15 January 2022, 223)

Full Text (ScienceDirect) Web of Science JCR 저널정보 Scopus Find it@PNU

The BAREFOOT Optimization Framework

Academic Journal

Couperthwaite, R.; Molkeri, A.; James, J.; Srivastava, A.; Arróyave, R.; Khatamsaz, D.; Allaire, D.

In: Integrating Materials and Manufacturing Innovation. (Integrating Materials and Manufacturing Innovation, December 2021, 10(4):644-660)

Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Adaptive active subspace-based efficient multifidelity materials design

Academic Journal

Khatamsaz, D.; Arróyave, R.; Allaire, D.; Molkeri, A.; Couperthwaite, R.; James, J.; Srivastava, A.

In: Materials and Design. (Materials and Design, 1 November 2021, 209)

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Efficiently exploiting process-structure-property relationships in material design by multi-information source fusion

Academic Journal

Khatamsaz, D.; Arróyave, R.; Allaire, D.; Molkeri, A.; Couperthwaite, R.; James, J.; Srivastava, A.

In: Acta Materialia. (Acta Materialia, March 2021, 206)

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Utilizing Gaussian processes to fit high dimension thermodynamic data that includes estimated variability

Academic Journal

Couperthwaite, R.; Arróyave, R.; Allaire, D.

In: Computational Materials Science. (Computational Materials Science, 15 February 2021, 188)

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Materials Design Through Batch Bayesian Optimization with Multisource Information Fusion

Academic Journal

Couperthwaite, R.; Molkeri, A.; Srivastava, A.; Arròyave, R.; Khatamsaz, D.; Allaire, D.

In: JOM. (JOM, December 2020, 72(12):4431-4443)

Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

High-order additions to Platinum-based alloys for high-temperature applications

Academic Journal

Odera, B.O.; Cornish, L.A.; Rading, G.O.; Papo, M.J.; Couperthwaite, R.; Billing, D.

In: Journal of the Southern African Institute of Mining and Metallurgy. (Journal of the Southern African Institute of Mining and Metallurgy, 2015, 115(3):241-250)

Web of Science JCR 저널정보 Scopus Find it@PNU

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