main webpage
W Topic
Artificial Intelligence
Frontiers in Applied Mathematics and Statistics • Vol 9
Application of data-driven surrogate models for active human model response prediction and restraint system optimization
2023
Surrogate models are a must-have in a scenario-based safety simulation framework to design optimally integrated safety systems for new mobility solutions. The objective of this study is the development of surrogate models for active human model responses unde…
Article

Artificial Intelligence

Intelligence of machines

Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.

High-profile applications of AI include advanced web search engines (e.g., Google Search); recommendation systems (used by YouTube, Amazon, and Netflix); virtual assistants (e.g., Google Assistant, Siri, and Alexa); autonomous vehicles (e.g., Waymo); generative and creative tools (e.g.

Exploring foci of:
Frontiers in Applied Mathematics and Statistics • Vol 9
Application of data-driven surrogate models for active human model response prediction and restraint system optimization
2023
Surrogate models are a must-have in a scenario-based safety simulation framework to design optimally integrated safety systems for new mobility solutions. The objective of this study is the development of surrogate models for active human model responses under consideration of multiple sampling strategies. A Gaussian process regression is chosen for predicting injury values based on the collision scenario, the occupant's seating position after a pre-crash movement and selected restraint system parameters. The trai…
Click Artificial Intelligence Vs:
Kriging
Computer Science
Regression Analysis
Process (Computing)
Machine Learning
Gaussian Function
Computer Vision
Physics
Quantum Mechanics