METHOD FOR ESTABLISHING STRESS/STRAIN CURVES BY MEANS OF SPLINE INTERPOLATION ON THE BASIS OF CHARACTERISTIC POINTS AND WITH THE USE OF NEURAL NETWORKS

Patent №

US 7,058,618

Granted

2006-06-06

Filed 2002

Owner

BAYER AKTIENGESELLSCHAFT

+2 more

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10107762

A stress/strain curve is established by means of neural networks 1 to N and 4. To that end, parameters are input into the input 50, from which the neural networks 1 to N respectively establish the principal components of characteristic points. The curve type is selected on the basis of the output of the neural network 4. The principal components of the characteristic points of the corresponding curve type are then inverse-transformed. The stress/strain curve is then calculated by the generator 59 on the basis of the inverse transformation.

Machine learningVisionPlanningAI hardwareG01N 3/08G06N 3/045G06N 3/0499G06N 3/09G01N 2203/0017G01N 2203/0067G01N 2203/0075G01N 2203/0218

AI classification

Machine learning1.00
AI hardware0.98
Planning0.96
Vision0.94
Knowledge representation0.18
Natural language0.01
Evolutionary computation0.00
Speech0.00

Ownership

BAYER AKTIENGESELLSCHAFT

assignment · 130210818

UL INTERNATIONAL TTC GMBH

assignment · 227930101

UNDERWRITERS LABORATORIES INC.

assignment · 232450087

Assignors

LOOSEN, ROLAND, MRZIGLOD, THOMAS, WANDERS, MARTIN, SALEWSKI, KLAUS, SARABI, BAHMAN

On an employer assignment, the assignors are typically the inventors.

From the same owner

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