Michael Torrance

Title: Michael Torrance: Innovator in Flood Hazard Estimation

Introduction

Michael Torrance is an accomplished inventor based in Toronto, Canada. He has made significant contributions to the field of flood hazard estimation through innovative technologies. His work focuses on utilizing machine learning and satellite data to enhance the accuracy of flood hazard assessments.

Latest Patents

Michael Torrance holds a patent for "Systems and methods for generating flood hazard estimation using machine learning model and satellite data." This patent describes a system and method that inputs a satellite elevation map and applies a machine learning model to output a geographic map representing flood hazard areas. The machine learning model is trained using a generative adversarial network (GAN) to produce an output of a deterministic hazard mapping algorithm. The method retrieves a DEM topography file representing elevation data of an identified terrain and applies a sink-filling algorithm to detect and fill sinks in the DEM topography. The algorithm generates a flood hazard map by merging the filled topography and the DEM elevation data, using a weighting function that balances the detected sinks and the flattest regions of the filled topography. Michael Torrance has 1 patent to his name.

Career Highlights

Michael Torrance has built a successful career at the Bank of Montreal, where he applies his expertise in technology and innovation. His work has been instrumental in developing advanced systems for flood hazard estimation, showcasing his commitment to improving public safety and environmental awareness.

Collaborations

Michael collaborates with talented individuals such as Kian Kenyon-Dean and Bo Zhao, who contribute to his projects and enhance the overall impact of their work.

Conclusion

Michael Torrance is a notable inventor whose work in flood hazard estimation exemplifies the intersection of technology and environmental science. His innovative approach and dedication to improving hazard assessments make him a valuable asset in his field.