Ariane Jourdan

Title: Ariane Jourdan: Innovator in Machine Learning for 3D Segmentation

Introduction

Ariane Jourdan is a notable inventor based in Vélizy-Villacoublay, France. She has made significant contributions to the field of machine learning, particularly in the area of 3D segmentation. Her innovative approach has the potential to enhance various applications in engineering and design.

Latest Patents

Ariane Jourdan holds a patent for a groundbreaking method titled "Machine-learning for 3D segmentation." This computer-implemented method involves obtaining a dataset of training samples, where each sample includes a pair of 3D modeled object portions labeled with a respective value. This value indicates whether the two portions belong to the same segment of a 3D modeled object. The method includes learning a neural network based on the dataset, which takes as input two portions of a 3D modeled object representing a mechanical part and outputs a respective value. This value indicates the extent to which the two portions belong to the same segment of the 3D modeled object. The neural network is thus usable for 3D segmentation, providing an improved solution in this domain.

Career Highlights

Ariane Jourdan is currently employed at Dassault Systèmes, a leading company in 3D design software and solutions. Her work focuses on integrating advanced machine learning techniques into their products, enhancing the capabilities of 3D modeling and simulation.

Collaborations

Ariane collaborates with her coworker, Eloi Mehr, who also contributes to the innovative projects at Dassault Systèmes. Their teamwork fosters a creative environment that drives technological advancements in their field.

Conclusion

Ariane Jourdan's contributions to machine learning and 3D segmentation exemplify the impact of innovative thinking in technology. Her patent and work at Dassault Systèmes highlight her role as a key player in advancing engineering solutions.