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Brent Vela
Brent Vela
Graduate Research Assistant, Texas A&M University
Email verificata su tamu.edu
Titolo
Citata da
Citata da
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Multi-objective materials bayesian optimization with active learning of design constraints: Design of ductile refractory multi-principal-element alloys
D Khatamsaz, B Vela, P Singh, DD Johnson, D Allaire, R Arróyave
Acta Materialia 236, 118133, 2022
622022
Bayesian optimization with active learning of design constraints using an entropy-based approach
D Khatamsaz, B Vela, P Singh, DD Johnson, D Allaire, R Arróyave
npj Computational Materials 9 (1), 49, 2023
522023
A ductility metric for refractory-based multi-principal-element alloys
P Singh, B Vela, G Ouyang, N Argibay, J Cui, R Arroyave, DD Johnson
Acta Materialia 257, 119104, 2023
332023
High-throughput exploration of the WMoVTaNbAl refractory multi-principal-element alloys under multiple-property constraints
B Vela, C Acemi, P Singh, T Kirk, W Trehern, E Norris, DD Johnson, ...
Acta Materialia 248, 118784, 2023
312023
A perspective on Bayesian methods applied to materials discovery and design
R Arróyave, D Khatamsaz, B Vela, R Couperthwaite, A Molkeri, P Singh, ...
MRS communications 12 (6), 1037-1049, 2022
272022
Data-augmented modeling for yield strength of refractory high entropy alloys: A bayesian approach
B Vela, D Khatamsaz, C Acemi, I Karaman, R Arróyave
Acta Materialia 261, 119351, 2023
232023
Evaluating the intrinsic resistance to balling of alloys: A high-throughput physics-informed and data-enabled approach
B Vela, S Mehalic, S Sheikh, A Elwany, I Karaman, R Arróyave
Additive Manufacturing Letters 3, 100085, 2022
122022
Exploring chemistry and additive manufacturing design spaces: a perspective on computationally-guided design of printable alloys
S Sheikh, B Vela, V Attari, X Huang, P Morcos, J Hanagan, C Acemi, ...
Materials Research Letters 12 (4), 235-263, 2024
112024
Entropy-driven melting point depression in fcc HEAs
T Kirk, B Vela, S Mehalic, K Youssef, R Arróyave
Scripta Materialia 208, 114336, 2022
112022
An automated fully-computational framework to construct printability maps for additively manufactured metal alloys
S Sheikh, M Ranaiefar, P Honarmandi, B Vela, P Morcos, D Shoukr, ...
arXiv preprint arXiv:2304.04113, 2023
92023
Understanding the effect of refractory metal chemistry on the stacking fault energy and mechanical property of Cantor-based multi-principal element alloys
P Singh, W Trehern, B Vela, P Sharma, T Kirk, Z Pei, R Arroyave, MC Gao, ...
International Journal of Plasticity, 104020, 2024
72024
Alloying effects on the transport properties of refractory high-entropy alloys
P Singh, C Acemi, A Kuchibhotla, B Vela, P Sharma, W Zhang, P Mason, ...
Acta Materialia 276, 120032, 2024
52024
Multi-objective Bayesian alloy design using multi-task Gaussian processes
D Khatamsaz, B Vela, R Arróyave
Materials Letters 351, 135067, 2023
52023
Multi-objective, multi-constraint high-throughput design, synthesis, and characterization of tungsten-containing refractory multi-principal element alloys
C Acemi, B Vela, E Norris, W Trehern, KC Atli, C Cleek, R Arróyave, ...
Acta Materialia 281, 120379, 2024
42024
High-throughput alloy and process design for metal additive manufacturing
S Sheikh, B Vela, P Honarmandi, P Morcos, D Shoukr, AM Kotb, ...
arXiv preprint arXiv:2304.04149, 2023
32023
Visualizing high entropy alloy spaces: methods and best practices
B Vela, T Hastings, M Allen, R Arróyave
Digital Discovery 4 (1), 181-194, 2025
22025
Performance-driven Computational Design of Multi-terminal Compositionally Graded Alloy Structures using Graphs
MD Allen, V Attari, B Vela, J Hanagan, R Malak, R Arróyave
arXiv preprint arXiv:2412.03674, 2024
12024
Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development
D Khatamsaz, J Wagner, B Vela, R Arroyave, DL Allaire
arXiv preprint arXiv:2502.05735, 2025
2025
Supply risk-aware alloy discovery and design: A case study on the MoNbTiVW system
M Mulukutla, R Robinson, D Khatamsaz, B Vela, T Hastings, N Vu, ...
Materialia, 102332, 2025
2025
An automated computational framework to construct printability maps for additively manufactured metal alloys
S Sheikh, B Vela, P Honarmandi, P Morcos, D Shoukr, I Karaman, ...
npj Computational Materials 10 (1), 252, 2024
2024
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