Sridharan Vallabhaneni

Title: Innovations by Sridharan Vallabhaneni

Introduction

Sridharan Vallabhaneni is an accomplished inventor based in College Station, TX (US). He has made significant contributions to the field of wellbore drilling and subsurface operations, holding a total of 3 patents.

Latest Patents

One of his latest patents is titled "Early warning and automated detection for lost circulation in wellbore drilling." This invention involves a wellbore drilling system that generates a machine-learning model trained using historic drilling operation data. The model monitors for lost circulation events during drilling operations. It receives real-time data and applies the machine-learning model to identify any occurring lost circulation events, subsequently outputting an alarm to indicate the issue.

Another notable patent is "Data-driven domain conversion using machine learning techniques." This innovation optimizes seismic to depth conversion to enhance subsurface operations. It involves measuring seismic data in a subsurface formation, dividing the formation into training and study areas, and calculating target depth data. The machine learning model is trained using this data to compute output depth data for the study area, which can then modify subsurface operations accordingly.

Career Highlights

Sridharan Vallabhaneni works at Landmark Graphics Corporation, where he applies his expertise in machine learning and drilling technologies. His work has significantly impacted the efficiency and safety of drilling operations.

Collaborations

He collaborates with talented coworkers, including Samiran Roy and Shashwat Verma, to further advance innovations in their field.

Conclusion

Sridharan Vallabhaneni's contributions to wellbore drilling and subsurface operations through his patents demonstrate his commitment to innovation and technology. His work continues to influence the industry positively.