Development and Integration of Metocean Data Interoperability for Intelligent Operations and Automation Using Machine Learning: A Review

KU Danyaro, HH Hussain, M Abdullahi, MS Liew… - Applied Sciences, 2022 - mdpi.com
The current oil industry is moving towards digitalization, which is a good opportunity that will
bring value to all its stakeholders. The digitalization of oil and gas discovery, which are …

Methods of Partial Differential Equation Discovery: Application to Experimental Data on Heat Transfer Problem

TA Andreeva, NY Bykov, YA Gataulin, AA Hvatov… - Processes, 2023 - mdpi.com
The paper presents two effective methods for discovering process models in the form of
partial differential equations based on an evolutionary algorithm and an algorithm for the …

Methods for a Partial Differential Equation Discovery: Application to Physical and Engineering Problems

NY Bykov, AA Hvatov, TA Andreeva, AY Lukin… - Moscow University …, 2023 - Springer
The paper presents two methods for discovering differential equations from available data.
The first method uses a genetic algorithm with evolutionary optimization, while the second …