This inventor holds 3 USPTO granted patents and 1 published patent application and 1 EPO patent. Top assignees: Triad National Security, LLC, Centre National De La Recherche Scientifique, Paris Sciences Et Lettres. Active years: 2021-2026.
Company Filing History:
3 out of 307 
1 out of 122 
1 out of 31 Years Active: 2021-2026
Title: Bertrand Rouet-Leduc: Innovator in Machine Learning and Seismic Hazard Assessment
Introduction
Bertrand Rouet-Leduc is a prominent inventor based in Los Alamos, NM (US). He has made significant contributions to the fields of machine learning and seismic hazard assessment, holding a total of 3 patents. His work focuses on utilizing advanced technologies to predict and mitigate risks associated with fluid-driven failures in various environments.
Latest Patents
Rouet-Leduc's latest patents include innovative methods for assessing subsurface stress criticality associated with fluid injection. This patent discloses machine-learning methods and apparatus designed to determine critical states or parameters related to fluid-driven failures caused by anthropogenic activities such as hydraulic fracturing and geothermal harvesting. The technology employs acoustic emissions and seismic waves to sense microscopic processes, training classifiers using time series data to predict future failure events and assess seismic hazards.
Another notable patent addresses failure prediction and estimation of failure parameters in earthquake zones. This invention also utilizes machine-learning techniques to analyze acoustic emission data and historic failure events. The classifiers developed can be applied to live data, providing crucial insights into frictional states and potential seismic hazards.
Career Highlights
Throughout his career, Rouet-Leduc has worked with esteemed organizations such as Triad National Security, LLC and the Centre National De La Recherche Scientifique. His expertise in machine learning and seismic analysis has positioned him as a leader in his field, contributing to advancements that enhance safety and understanding of geological phenomena.
Collaborations
Some of his notable coworkers include Claudia L. Hulbert and Paul Allan Johnson. Their collaborative efforts have furthered the development of innovative solutions in the realm of seismic hazard assessment and machine learning applications.
Conclusion
Bertrand Rouet-Leduc is a distinguished inventor whose work in machine learning and seismic hazard assessment has made a significant impact. His patents reflect a commitment to advancing technology for predicting and mitigating risks associated with fluid-driven failures.