Samiran Roy

Title: Innovations by Samiran Roy

Introduction

Samiran Roy is a notable inventor based in Bengaluru, India. He has made significant contributions to the field of seismic data analysis and machine learning applications in reservoir modeling. With a total of 6 patents to his name, Roy's work is at the forefront of technological advancements in his area of expertise.

Latest Patents

One of his latest patents focuses on seismic navigation data quality analysis. This process involves selecting cartographic reference system (CRS) recommendations from a CRS model that matches received seismic data. A learning mode can be employed to build the CRS model, where seismic data is matched to CRS. This learning mode can be automated using a natural language processing system to parse the metadata for the seismic data, such as the name, area, or code. The CRS model can be updated based on user input, allowing for improved matching of seismic data to CRS, which can then be utilized in user or computing systems, such as borehole operation systems.

Another significant patent by Roy is related to automated reservoir model prediction using machine learning and artificial intelligence. This innovation integrates seismic, well log, and production data to generate one or more reservoir 3D models. The method includes training a machine learning model to create integrated enhanced logs based on an integrated dataset, which consists of seismic and well log data. The process involves grouping these logs into an ensemble to form a static reservoir 3D model, and further updating the model with additional data to enhance its accuracy.

Career Highlights

Samiran Roy is currently employed at Landmark Graphics Corporation, where he continues to develop innovative solutions in the field of seismic data analysis and reservoir modeling. His work has garnered attention for its practical applications in the oil and gas industry.

Collaborations

Roy collaborates with talented professionals such as Shashwat Verma and Sridharan Vallabhaneni, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Samiran Roy's contributions to seismic data analysis and machine learning have positioned him as a leading inventor in his field. His patents reflect a commitment to advancing technology and improving processes within the industry.