Keywords: Nonstructural components. Concrete steel moment-resisting frames (SMRF). Bayesian framework. Seismic performance. Numerical simulations. Seismicity. Fragility functions. MATLAB. Abstract: A ...

A new technical paper titled “Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks” was published by researchers at Université Grenoble Alpes, CEA, ...

Abstract: As imperfectly designed agents in an uncertain world, autonomous systems will never work “out of the box” exactly as desired. By taking on tasks that push the technological limit, autonomous ...

This course offers a rigorous yet practical exploration of Bayesian reasoning for data-driven inference and decision-making. Students will gain a deep understanding of probabilistic modeling, and ...