Research Output per Year
Research Output per Year
Overview
Personal Profile
Davi Marcelo Fébba joined NREL in 2022. His research at NREL is focused on autonomous experimentation at the intercept of materials research and data science, and involves automation of thin-film physical vapor deposition equipment and its integration with machine learning algorithms, with the goal to demonstrate autonomous experimentation controlled by artificial intelligence. He also supports existing research data infrastructure for high-throughput experimental materials science, developing new data tools for harvesting, processing, and visualizing materials data.
Research Interests
Autonomous experimentation
Sputtering
Machine learning
Instrumentation
Data science
Solar cells
Professional Experience
Doctoral Assistant, École Polytechnique Fédérale de Lausanne (2020–2021)
Education/Academic Qualification
PhD, Electrical Engineering, Universidade Federal de Itajubá
Master, Condensed Matter Physics, Universidade Federal de Itajubá
Bachelor, Physics, Universidade Federal de Itajubá
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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Advances in Molecular Beam Epitaxy Growth of Ultra-Wide Bandgap Ga2O3 Based Alloys
Schaefer, S., Febba, D., Egbo, K., Teeter, G., Hasan, S., Zakutayev, A. & Tellekamp, B., 2024, 28 p.Research output: NREL › Presentation
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From Text to Test: AI-Generated Control Software for Materials Science Instruments
Febba, D., Egbo, K., Callahan, W. & Zakutayev, A., 2024, In: Digital Discovery.Research output: Contribution to journal › Article › peer-review
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Rapid Screening of Molecular Beam Epitaxy Conditions for Monoclinic (InxGa1-x)2O3 Alloys
Schaefer, S., Febba, D., Egbo, K., Teeter, G., Zakutayev, A. & Tellekamp, B., 2024, In: Journal of Materials Chemistry A. 12, 9, p. 5508-5519 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus Citations -
1 Scopus Citations
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Autonomous Sputter Synthesis of Thin Film Nitrides with Composition Controlled by Bayesian Optimization of Optical Plasma Emission: Article No. 071119
Febba, D., Talley, K., Johnson, K., Schaefer, S., Bauers, S., Mangum, J., Smaha, R. & Zakutayev, A., 2023, In: APL Materials. 11, 7, 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus Citations
Awards and Honors
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NREL Key Contributor Award
Griffin, K. (Recipient), Febba, D. M. (Recipient) & Wu, C. (Recipient), 2023
Prize: Honorary award
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Swiss Government Excellence Scholarship - Federal Commission for Scholarships for Foreign Student
Febba, D. M. (Recipient), 2020
Prize: Honorary award
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Visiting Ph.D. Scholarship - National Council for Scientific and Technological Development
Febba, D. M. (Recipient), 2020
Prize: Honorary award