Location History:
- Hafrsfjord, NO (2013)
- Stavanger, NO (2003 - 2020)
- Tananger, NO (2022)
- Rogaland, NO (2022)
Company Filing History:
Years Active: 2003-2022
Title: Michael Hermann Nickel: Innovator in Geophysical Deep Learning
Introduction
Michael Hermann Nickel is a prominent inventor based in Stavanger, Norway. He has made significant contributions to the field of geophysics, particularly through his innovative patents. With a total of 9 patents to his name, Nickel has established himself as a key figure in the application of deep learning techniques to seismic data interpretation.
Latest Patents
Among his latest patents is a seismic image data interpretation system. This method involves receiving seismic image data and processing it to generate stratigraphic information using a trained convolutional neural network. The process includes channels subjected to convolution, activation, and pooling, which reduce spatial resolution, followed by deconvolution and concatenation to enhance spatial resolution. The result is an enhanced seismic image that leverages the stratigraphic information. Another notable patent is related to geophysical deep learning. This method includes selecting a type of geophysical data and an algorithm, generating synthetic geophysical data based on the algorithm, and training a deep learning framework. The trained framework is then used to interpret acquired geophysical data for a geological environment, ultimately outputting interpretation results.
Career Highlights
Michael Hermann Nickel has worked with leading companies in the industry, including Schlumberger Technology Corporation and WesternGeco L.L.P. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking advancements in geophysical data analysis.
Collaborations
Throughout his career, Nickel has collaborated with notable professionals such as Lars Sonneland and Nader Salman. These partnerships have further enriched his work and expanded the impact of his innovations.
Conclusion
Michael Hermann Nickel's contributions to geophysical deep learning and seismic data interpretation highlight his role as a leading inventor in the field. His innovative patents and collaborations continue to influence the industry and pave the way for future advancements.