Optimierung der Geometrie einer Physikalischen Struktur unter Verwendung eines Neuronalen Netzes

Details

Veröffentlichungs-Nr.

EP3757903

Aktenzeichen

EP19182515

Anmeldetag

26. Juni 2019

Veröffentlichung

19. Februar 2025

Erteilung

19. Februar 2025

Rechtsraum

EP

IPC

G06N3/0464G06N3/09G06N5/01// G06N3/126G06N3/048

Abstract

Systems and computer-implemented methods are provided for respectively optimizing a geometry of a physical structure with respect to at least one performance metric, and for training a neural network for use in optimizing the geometry of the physical structure with respect to the performance metric(s). The neural network may be trained to incorporate prior knowledge, e.g., from past optimizations and/or from measurements of physical embodiments of the physical structure, and may be used during the optimization of the geometry of a same type of physical structure to infer values of the performance metric(s), thereby reducing the computational complexity of the optimization compared to having to compute such performance metric values via FEM or similar methods.

Anmelder

Firma

Robert Bosch GmbH

Land

🇩🇪 Deutschland

Fachgebiete