This inventor holds 5 USPTO granted patents. Top assignee: Bentley Systems, Inc.. Active years: 2023-2026.
Company Filing History:
Years Active: 2023-2026
Title: Innovations of Evan Rausch-Larouche
Introduction
Evan Rausch-Larouche is an accomplished inventor based in California, known for his contributions to the field of infrastructure modeling and machine learning. With a total of 5 patents, he has made significant strides in utilizing advanced technologies to enhance the classification and connectivity of infrastructure elements.
Latest Patents
Evan's latest patents include innovative techniques for classifying elements in an infrastructure model using convolutional graph neural networks. In this patent, he provides methods for generating graph-structured data from infrastructure models, where nodes represent elements and edges depict contextual relationships among them. The GNN learns embeddings that capture crucial contextual clues, distinguishing between elements that may share similar geometries but serve different purposes.
Another notable patent focuses on extracting links and connectivity from schematic diagrams using a combination of multiple machine learning models and signal processing. This invention involves a link segmenter that predicts the positions of link segments and a keypoint detector that identifies starting and stopping points. The results are combined to produce a comprehensive description of links and connectivity, saved as a graph connectivity matrix.
Career Highlights
Evan Rausch-Larouche is currently employed at Bentley Systems, Inc., where he applies his expertise in machine learning and infrastructure modeling. His work has positioned him as a key player in the development of innovative solutions that enhance the efficiency and accuracy of infrastructure design.
Collaborations
Evan collaborates with talented individuals such as Karl-Alexandre Jahjah and Marc-André Lapointe, contributing to a dynamic team focused on pushing the boundaries of technology in infrastructure modeling.
Conclusion
Evan Rausch-Larouche's innovative work in the field of infrastructure modeling and machine learning showcases his commitment to advancing technology. His patents reflect a deep understanding of complex systems and a drive to improve how we interact with infrastructure.