Intelligent execution of compute intensive numerical simulation models

US12270965B2 · kind B2 · utility

Assignee

• International Business Machines Corporation · US

Inventors

• Saurav Basu · New Delhi, IN
• Lloyd A. Treinish · Whitehall Corners, US
• Mukul Tewari · Lafayette, US
• Sushain Pandit · Austin, US
• Jitendra Singh · Bengaluru, IN

Key dates

• Filing date: May 16, 2022
• Grant date: Apr 8, 2025
• Expiry date: Aug 24, 2043

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N20/00
• WIPO field: Measurement
• WIPO sector: Instruments

Abstract

In a method for intelligently executing predictive simulator, a processor may input a previous input vector of conditions for a predictive simulator collected at a first time into a machine-learning (ML) model. A processor may input a current input vector of conditions for the predictive simulator collected at a second time into the ML model. A processor may determine using the ML model, a binary similarity index. The binary similarity index represents a prediction of similarity between a first output from the predictive simulator based on the previous input and a second output from the predictive simulator based on the current input.