EP 4330846 A1 20240306 - DIGITAL SIMULATION OF A MULTI-SCALE COMPLEX PHYSICAL PHENOMENON BY MACHINE LEARNING
Title (en)
DIGITAL SIMULATION OF A MULTI-SCALE COMPLEX PHYSICAL PHENOMENON BY MACHINE LEARNING
Title (de)
DIGITALE SIMULATION EINES KOMPLEXEN PHYSIKALISCHEN PHÄNOMENS IN MEHREREN MASSSTÄBEN DURCH MASCHINENLERNEN
Title (fr)
SIMULATION NUMÉRIQUE D'UN PHÉNOMÈNE PHYSIQUE COMPLEXE MULTI-ÉCHELLE PAR APPRENTISSAGE AUTOMATIQUE
Publication
Application
Priority
FR 2021050721 W 20210426
Abstract (en)
[origin: WO2022229517A1] The invention relates to a neural network (500) configured for the digital simulation of a physical phenomenon, such as fluid flow, heat transfer or mechanical structural calculation, by joint learning of various kinds of intercorrelated physical data from a plurality of digital training simulations.
IPC 8 full level
G06F 30/27 (2020.01); G06N 3/02 (2006.01)
CPC (source: EP US)
G06F 30/27 (2020.01 - EP); G06F 30/28 (2020.01 - US); G06N 3/045 (2023.01 - EP); G06N 3/08 (2013.01 - EP)
Citation (search report)
See references of WO 2022229517A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
Designated validation state (EPC)
KH MA MD TN
DOCDB simple family (publication)
WO 2022229517 A1 20221103; EP 4330846 A1 20240306; US 2024211664 A1 20240627
DOCDB simple family (application)
FR 2021050721 W 20210426; EP 21736004 A 20210426; US 202118556950 A 20210426