Abhinav Prakash

I am a Ph.D. student at Texas A&M University in Industrial and systems engineering department working with Dr. Yu Ding in the Advanced Metrology Lab. My research focuses on building data-driven models for engineering systems, particularly wind farms and turbines. I have also worked briefly on statistical modeling of extreme events with applications in hydrology.

I am interested in statistics and optimization in general.

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Publications

Prakash, A., Tuo, R., & Ding, Y. (2022). "The temporal overfitting problem with applications in wind power curve modeling." Technometrics.
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Prakash, A., Tuo, R., & Ding, Y. (2022). "Gaussian process aided function comparison using noisy scattered data." Technometrics.
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Ding, Y., Kumar, N., Prakash, A., Kio, A. E., Liu, X., Liu, L., & Li, Q. (2021). "A case study of space-time performance comparison of wind turbines on a wind farm." Renewable Energy, 171, 735-746.
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Prakash, A., Panchang, V., Ding, Y., & Ntaimo, L. (2020). "Sign Constrained Bayesian Inference for Nonstationary Models of Extreme Events." Journal of Waterway, Port, Coastal, and Ocean Engineering, 146(5), 04020029.
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