Álvarez Balanyá, Sergio

Quantitative Methods

PhD: Universidad Autónoma de Madrid

Office D4-7

Biography

Sergio is an Assistant Professor on Tenure Track in the Deparment of Quantitative Methods at CUNEF Universidad. He holds a PhD in Computer Science and Telecommunications Engineering from the Universidad Autónoma de Madrid. His main research interests focus on probabilistic machine learning with a Bayesian approach and model calibration.

Before joining CUNEF Universidad, Sergio worked at Amazon as an Applied Scientist and participated in research projects at the AUDIAS research laboratory. He has several publications in first- quartile academic journals.

Most relevant publications

Ramirez-Herrera, P., Ramos, D., Maroñas, J., Balanya, S. A., & Almirall, J. (2023). Gaussianization of LA-ICP-MS features to improve calibration in forensic glass comparison. Forensic Science International, 49, 111735.

Balanya, S. A., Ramos, D., Ramirez-Herrera, P., Toledano, D. T., Gonzalez-Rodriguez, J., Ariza-Velazquez, A., Vidal Orlovac, J., & Doncel Gutiérrez, N. (2022). Gaussian processes for radiation dose prediction in nuclear power plant reactors. Chemometrics and Intelligent Laboratory Systems, 230, 104652.

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