Publications

KOALA: A Kalman Optimization Algorithm with Loss Adaptivity

Published in AAAI Conference on Artificial Intelligence, 2022

Recommended citation: A. Davtyan, S. Sameni, L. Cerkezi, G. Meishvili, A. Bielski and P. Favaro. "KOALA: A Kalman Optimization Algorithm with Loss Adaptivity." In AAAI 2022.

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.

Aram Davtyan

Publications

KOALA: A Kalman Optimization Algorithm with Loss Adaptivity

Oil production forecast models based on sliding window regression