METHODS AND SYSTEMS FOR MODELING MATERIAL BEHAVIOR

Patent №

US 7,447,614

Granted

2008-11-04

Filed 2003

Owner

BOARD OF TRUSTEES OF THE UNIVERSITY OF ILLINOIS,THE

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10409882

A method for modeling material behavior includes using empirical three dimensional non-uniform stress and strain data to train a self-organizing computational model such as a neural network. A laboratory device for measuring non-uniform stress and strain data from material includes an enclosure with an inclusion in it. As the enclosure is compressed, the inclusion induces a non-uniform state of stress and strain. A field testing device includes a body having a moveable section. When the body is inserted in a material and the moveable section moved, a non-uniform state of stress and strain can be characterized.

Machine learningPlanningG01L 5/008E02D 1/022G01L 5/0004G05B 13/027G05B 17/02G06F 30/20G06F 30/23G06F 2119/14

AI classification

Machine learning1.00
Planning0.96
AI hardware0.20
Natural language0.01
Vision0.00
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00

Ownership

BOARD OF TRUSTEES OF THE UNIVERSITY OF ILLINOIS,THE

assignment · 143430440

Assignors

GHABOUSSI, JAMSHID, HASHASH, YOUSSEF M.A., PECKNOLD, DAVID

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

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