Research Output per Year
Research Output per Year
Overview
Personal Profile
Weslley Pereira applies his expertise in numerical methods and scientific software development to enhance the accuracy and performance of numerical algorithms. At NREL, he focuses on energy-efficient computing through mixed-precision algorithms and strategic use of linear algebra, with a particular emphasis on artificial intelligence (AI) applications. He has also been developing innovative software at NREL, including BBOpt, a library for solving black-box global optimization problems. Weslley joined NREL in 2023, bringing with him experience in designing, developing, and maintaining numerical linear algebra software.
Research Interests
Scientific software
High-performance computing
Mixed precision
Energy-efficient computing
Green AI
Optimization
Professional Experience
Research Associate, University of Colorado Denver (2021–2023)
Education/Academic Qualification
PhD, Computational Modeling, Laboratório Nacional de Computação Científica
Master, Mathematics, Universidade Federal de Juiz de Fora
Bachelor, Computational Science and Engineering, Universidade Federal de Juiz de Fora
Fingerprint
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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About My Recent Experiences with Software Library Development
da Silva Pereira, W., 2024, 36 p.Research output: NREL › Presentation
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Low Precision for Lower Energy Consumption: Preprint
da Silva Pereira, W., Silva, J. & Tahmid, T., 2024. 5 p.Research output: Contribution to conference › Paper
Activities
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Association for Computing Machinery (External organization)
Sanyal, J. (Member), Guba, N. (Member), Emami, P. (Member), McFly, S. (Member), Dormuth, Z. (Member), Fischer, J. (Member), Ryan, N. (Member), Tripp, C. (Member) & da Silva Pereira, W. (Member)
0001Activity: Membership › Membership of network
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Society for Industrial and Applied Mathematics (SIAM) (External organization)
Johnson, G. (Member), Mueller, J. (Member), Panda, K. (Member), Hassanaly, M. (Member), Day, M. (Member), Arsalane, W. (Member), Yoo, E. (Member) & da Silva Pereira, W. (Member)
0001Activity: Membership › Membership of network
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U.S. Research Software Engineer Association (External organization)
Clark, S. (Member) & da Silva Pereira, W. (Member)
0001Activity: Membership › Membership of network
Awards and Honors
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NREL Outstanding Mentor Award
da Silva Pereira, W. (Recipient) & Calvey, C. (Recipient), 2024
Prize: Honorary award