Company Filing History:
Years Active: 2021-2024
Title: Romain Perron - Innovator in Machine Learning for Structural Optimization
Introduction
Romain Perron is an inventor based in Vélizy-Villacoublay, France. He is currently associated with Dassault Systèmes, a company known for its software solutions in 3D design, 3D digital mock-up, and product lifecycle management. Although he has not yet been granted any patents, his work in the field of machine learning and structural optimization is noteworthy.
Latest Patent Applications
Romain Perron has filed a patent application titled "Machine-Learning in Structural Optimization." This computer-implemented method involves obtaining a dataset that includes 2D polyline profiles, each representing a portion of a manufacturing contour in the result of a structural optimization that represents a mechanical part. Each 2D polyline profile is associated with a respective primitive parametric curve class among a predetermined set of primitive parametric curve classes. The method further comprises training the function based on the dataset. The function is designed to take an input 2D polyline profile and provide an output primitive parametric curve class. This innovative method offers an improved solution for processing results of structural optimization that represent mechanical parts.
Conclusion
Romain Perron's contributions to machine learning in structural optimization highlight his potential as an inventor in the field. His ongoing work at Dassault Systèmes and his latest patent application demonstrate his commitment to advancing technology in engineering and design.