Company Filing History:
20 out of 1,398 
2 out of 368 Years Active: 2009-2024
Title: An Insight into the Innovations of Anatoly I Baumstein
Introduction
Anatoly I Baumstein, based in Houston, TX, is a prominent inventor with an impressive portfolio of 22 patents. His work primarily focuses on advancements in geophysical data methodologies, utilizing modern techniques such as machine learning and deep learning networks.
Latest Patents
Baumstein's latest contributions include groundbreaking patents aimed at improving the quality and reliability of geophysical data. One notable patent is the "Bandwidth extension of geophysical data," which describes a methodology for extending the bandwidth of geophysical data obtained via a towed streamer. This innovation addresses the issue of significant noise in specific bands, particularly below 4 Hz, which can compromise data reliability. By leveraging a machine learning model, specifically designed to identify sequences through recurrent neural networks, Baumstein's method allows for bandwidth extension from reliable bands to those that are unreliable, thereby enhancing overall data quality.
Another significant patent is the "Methodology for enhancing properties of geophysical data with deep learning networks." This invention enhances the properties of geophysical data by training a neural network using a sparsely acquired survey data set, such as from Ocean Bottom Nodes (OBN). The trained neural network compensates for deficiencies in towed streamer data, extending its properties into low frequencies and improving the accuracy of subsurface imaging.
Career Highlights
Baumstein has made substantial strides in his career by working with esteemed organizations such as ExxonMobil Upstream Research Company and ExxonMobil Technology and Engineering Company. His experiences in these companies have undoubtedly contributed to his innovative approach to solving complex geophysical challenges.
Collaborations
Throughout his career, Anatoly I Baumstein has had fruitful collaborations with notable colleagues, including Partha Sarathi Routh and Yaxun Tang. These partnerships have played a significant role in the evolution and success of his patented methodologies.
Conclusion
Anatoly I Baumstein is a noteworthy inventor whose work has the potential to reshape the field of geophysical data analysis. With 22 patents to his name, his innovations not only address critical challenges in the industry but also highlight the importance of integrating advanced technologies like machine learning and deep learning in traditional fields. Baumstein's contributions will surely continue to influence future developments in geophysical research.