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publications

Oil production forecast models based on sliding window regression

Published in Journal of Petroleum Science and Engineering, 2020

[Paper]

Recommended citation: A. Davtyan, A. Rodin, I. Muchnik and A. Romashkin. "Oil production forecast models based on sliding window regression." In Journal of Petroleum Science and Engineering, Volume 195, 2020, 107916, ISSN 0920-4105, https://doi.org/10.1016/j.petrol.2020.107916.

talks

teaching

Machine Learning

BSc course, University of Bern, 2020

Teaching assistant in this introductory machine learning course.