Guido Johannes Van Der Hoff

Title: Guido Johannes Van Der Hoff: Innovator in Machine Learning and Seismic Imaging

Introduction

Guido Johannes Van Der Hoff is a notable inventor based in Tananger, Norway. He has made significant contributions to the fields of machine learning and seismic imaging, holding a total of 3 patents. His work focuses on developing advanced systems and methods that enhance data interpretation and training processes.

Latest Patents

One of his latest patents is titled "Machine learning training set generation." This invention involves systems, computer-readable media, and methods for generating machine learning training data by obtaining reservoir data, determining subsections of the reservoir data, labeling these subsections, and feeding the labeled data into an artificial neural network. The labeling process can utilize analysis data or interpretive input from an interpreter.

Another significant patent is the "Seismic image data interpretation system." This method includes receiving seismic image data and processing it to generate stratigraphic information using a trained convolutional neural network. The network applies convolution, activation, and pooling to reduce spatial resolution, followed by deconvolution and concatenation to enhance spatial resolution. The seismic image data is then enhanced using the generated stratigraphic information.

Career Highlights

Guido is currently employed at Schlumberger Technology Corporation, where he applies his expertise in machine learning and seismic imaging. His innovative approaches have contributed to the advancement of technology in these fields.

Collaborations

He has collaborated with notable coworkers, including Nader Salman and Mats Stivang Ramfjord, who share a commitment to pushing the boundaries of technology and innovation.

Conclusion

Guido Johannes Van Der Hoff is a distinguished inventor whose work in machine learning and seismic imaging has led to valuable advancements in technology. His contributions continue to influence the industry and inspire future innovations.