MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning. - Tariq Alkhalifah; Hanchen Wang 003; Oleg Ovcharenko (CoRR, 2021)

Direct domain adaptation through reciprocal linear transformations. - Tariq Alkhalifah; Oleg Ovcharenko (Frontiers Artif. Intell., 2022)

Multi-Task Learning for Low-Frequency Extrapolation and Elastic Model Building From Seismic Data. - Oleg Ovcharenko; Vladimir Kazei; Tariq Alkhalifah; Daniel B. Peter 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Novel A.I Enhanced Reservoir Characterization with a Combined Mixture of Experts - NVIDIA Modulus based Physics Informed Neural Operator Forward Model. - Clement Etienam; Juntao Yang; Issam Said; Oleg Ovcharenko; Kaustubh Tangsali; Pavel Dimitrov; Ken Hester (CoRR, 2024)

Reservoir History Matching of the Norne field with generative exotic priors and a coupled Mixture of Experts - Physics Informed Neural Operator Forward Model. - Clement Etienam; Juntao Yang; Oleg Ovcharenko; Issam Said (CoRR, 2024)