Erik R Neumann

Title: Innovations and Contributions of Erik R Neumann

Introduction

Erik R Neumann is a notable inventor based in Houston, Texas, recognized for his significant contributions to the field of geophysical data analysis. With a total of four patents to his name, Neumann has developed methodologies that enhance the reliability and efficiency of geophysical data processing.

Latest Patents

One of Neumann's latest patents is titled "Bandwidth extension of geophysical data." This innovative methodology addresses the challenge of significant noise in certain frequency bands, such as those below 4 Hz, which can render geophysical data unreliable. By utilizing machine learning techniques, particularly recurrent neural networks, Neumann's approach allows for the extension of reliable data into the noisy bands, thereby improving the overall quality of geophysical data analysis.

Another significant patent is the "Method for hydrocarbon prospecting using an approximated inverse Hessian to update a property model." This method involves approximating the inverse Hessian through preconditioning the gradient with techniques like point-spread function deconvolution. Neumann's work in this area includes the use of non-stationary matching filters, which can vary in number and application across different iterations, enhancing the accuracy of subsurface property modeling.

Career Highlights

Throughout his career, Erik R Neumann has worked with prominent companies in the energy sector, including ExxonMobil Technology and Engineering Company and ExxonMobil Upstream Research Company. His experience in these organizations has allowed him to apply his innovative methodologies to real-world challenges in hydrocarbon exploration and geophysical data processing.

Collaborations

Neumann has collaborated with esteemed colleagues such as Junzhe Sun and Valeriy V Brytik. These partnerships have contributed to the advancement of his research and the successful implementation of his patented technologies.

Conclusion

Erik R Neumann's contributions to the field of geophysical data analysis through his innovative patents demonstrate his expertise and commitment to advancing technology in the energy sector. His work continues to influence the methodologies used in hydrocarbon prospecting and data processing.