Company Filing History:
Years Active: 2025
Title: Stella Wu: Innovator in Flood Hazard Estimation
Introduction
Stella Wu is a prominent inventor based in Toronto, Canada. She has made significant contributions to the field of flood hazard estimation through her innovative use of machine learning and satellite data. Her work aims to enhance the accuracy of flood hazard mapping, which is crucial for disaster preparedness and response.
Latest Patents
Stella Wu holds 1 patent for her invention titled "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.
Career Highlights
Stella Wu is currently employed at the Bank of Montreal, where she applies her expertise in machine learning and data analysis. Her innovative approach to flood hazard estimation has positioned her as a leader in her field.
Collaborations
Stella collaborates with talented individuals such as Kian Kenyon-Dean and Bo Zhao, who contribute to her research and development efforts. Their teamwork enhances the effectiveness of the projects they undertake.
Conclusion
Stella Wu's contributions to flood hazard estimation through her innovative patent demonstrate her commitment to leveraging technology for societal benefit. Her work not only advances scientific understanding but also plays a vital role in improving disaster preparedness.