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UQ24 — SIAM Conference on Uncertainty Quantification
27 Feb 2024 - 01 Mar 2024 • Trieste, Italy
Organizer:
Society for Industrial and Applied Mathematics (SIAM)
Abstract:
Uncertainty quantification (UQ) is essential for establishing the reliability of predictions made by computational models. Such models are often deterministic, and the UQ discipline has traditionally focused on how to quantify uncertainty in that case. Statistical methods play a major role in that effort, and represent an alternative modeling strategy when less is known about the system of interest. The two approaches are naturally synergistic, and with the emergence of machine learning as a practical tool, it is becoming more important than ever to view the whole UQ ecosystem through a unifying lens. UQ is application-driven and inherently interdisciplinary, relying on a broad range of mathematical and statistical foundations, domain knowledge, and algorithmic and computational tools. UQ24 will bring together mathematicians, statisticians, scientists, engineers, and others interested in the theory, development, and application of UQ methods.
Topics:
Major conference themes will include mathematical and statistical foundations, data-driven approaches and computational advances, applications of UQ in biology, medicine, environmental and climate sciences, decision making for societal benefit, and all areas of physical science and engineering.
Event listing ID:
1568668
Related subject(s):
2
Youth in High-Dimensions — Recent Progress in Machine Learning, High-Dimensional Statistics and Inference
20 May 2024 - 24 May 2024 • ICTP, Trieste, Italy
Organizer:
Abdus Salam International Centre for Theoretical Physics (ICTP), Trieste, Italy
Event listing ID:
1581354


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Last updated: 9 October 2023