SPARES combines physics-based modeling with machine learning-driven surrogate models to dramatically reduce the time and computational effort required to evaluate structural integrity, without ...
Structural reliability and risk management are critical in ensuring that concrete structures and infrastructure systems remain safe, functional and economically viable over their intended lifespans.
In the last two decades, results obtained from structural reliability analysis (SRA) have increasingly led to formation of strategies for future safe operation of corroding oil and gas pipelines. 1-8 ...
Resilient and sustainable civil infrastructure systems. Structural reliability, risk assessment, and probabilistic design. Application of statistical methods and data analysis. Structural load ...
The ultrasonic materials characterization research area is focused on the development of advanced ultrasound-based experimental techniques for the characterization of material properties, the study of ...
As modern structures require more critical and complex designs, the need for accurate approaches to assess uncertainties in loads, geometry, material properties, manufacturing processes and ...
HRL Laboratories introduces SPARES (Surrogate‐accelerated, Physics‐guided Assessment for the Reliability of Structures), a DARPA-funded project to deliver faster, smarter and more efficient structural ...
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