Pavel Vychuzhanin

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Technological Advancements

Automated Design

Evolutionary Learning

Top Venues

GECCO (Companion)

Future Gener. Comput. Syst.

Comput. Geosci.

Publications

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky
Automated evolutionary approach for the design of composite machine learning pipelines. Future Gener. Comput. Syst. 127 (2022)
Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea. Comput. Geosci. 161 (2022)
Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky
Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines. CoRR (2021)
Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North Sea. CoRR (2021)
Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Multi-Objective Evolutionary Design of Composite Data-Driven Models. CoRR (2021)
Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Multi-Objective Evolutionary Design of Composite Data-Driven Models. CEC (2021)
Anna V. Kalyuzhnaya, Nikolay O. Nikitin, Pavel Vychuzhanin, Alexander Hvatov, Alexander Boukhanovsky
Automatic evolutionary learning of composite models with knowledge enrichment. GECCO Companion (2020)
Pavel Vychuzhanin, Nikolay O. Nikitin, Anna V. Kalyuzhnaya
Robust Ensemble-Based Evolutionary Calibration of the Numerical Wind Wave Model. ICCS (1) (2019)
Nikolay O. Nikitin, Pavel Vychuzhanin, Alexander Hvatov, Irina Deeva, Anna V. Kalyuzhnaya, Sergey V. Kovalchuk
Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study. GECCO (Companion) (2019)
Pavel Vychuzhanin, Nikolay O. Nikitin, Anna V. Kalyuzhnaya
REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model. CoRR (2019)