Contacts, Reach, Demographics for Uncertainty quantification for complex systems: theory and methodologies

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What is Uncertainty quantification for complex systems: theory and methodologies about?

Here is the podcast description for Uncertainty quantification for complex systems: theory and methodologies:

In areas as diverse as climate modelling, manufacturing, energy, life sciences, finance, geosciences and medicine, mathematical models and their discretisations into computer models are routinely used to inform decisions, assess risk and formulate policies. How accurate are the predictions made using such models? This crucial question lies at the heart of uncertainty quantification (UQ).

UQ is a broad phrase used to describe methodologies for taking account of uncertainties when mathematical and computer models are used to describe real-world phenomena. This includes propagating uncertainty from unknown model inputs to model outputs, the study of uncertainty in the models themselves, developing approximation schemes that result in tractable and accurate computer models, robust design, model calibration and other inverse problems, model bias and discrepancy etc. This programme focuses on UQ for complex systems which have complicated mathematical descriptions such as systems of partial differential equations for which even a single deterministic inversion of an associated computer model is very costly.

The scientific challenges of modern life, the recent rapid growth in computing power and the demand for more accurate and precise predictions in areas affecting improved infrastructures, public safety and economic well-being have spawned a recent surge in UQ activity. New UQ methodologies have and are continuing to be developed by statisticians and applied mathematicians independently.

The main aim of the programme is to bring applied mathematicians and statisticians together to formulate a common mathematical foundation for UQ and to establish long-lasting interactions that will lead to significant advances in UQ theory and methodologies for complex systems. Participants will work together to develop theories and methodologies for reducing the cost of model inversion, increasing the level of tractable complexity in modelling, and enabling efficient risk assessment and decision making. Five core themes of common interest to statisticians and applied mathematicians will provide the focus. These are:

Surrogate modelsMultilevel, multi-scale, and multi-fidelity methodsDimension reduction methodsInverse UQ methodsCareful and fair comparisons

How many episodes of Uncertainty quantification for complex systems: theory and methodologies exist?

As of Aug 18th, 2025, Uncertainty quantification for complex systems: theory and methodologies has published 92 episodes.

When was the latest episode of Uncertainty quantification for complex systems: theory and methodologies?

The latest episode of Uncertainty quantification for complex systems: theory and methodologies was published on Jun 22nd, 2018

When did Uncertainty quantification for complex systems: theory and methodologies launch?

Uncertainty quantification for complex systems: theory and methodologies launched its first episode on Jan 10th, 2018.

Is Uncertainty quantification for complex systems: theory and methodologies explicit?

The content of Uncertainty quantification for complex systems: theory and methodologies is not explicit.

Who is the author of Uncertainty quantification for complex systems: theory and methodologies?

Uncertainty quantification for complex systems: theory and methodologies is created by Vincenzo Abete.

Which podcast categories does Uncertainty quantification for complex systems: theory and methodologies belong to?

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Uncertainty quantification for complex systems: theory and …

Vincenzo Abete
Uncertainty quantification for complex systems: theory and methodologies

Uncertainty quantification for complex systems: theory and …

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Uncertainty quantification for complex systems: theory and …

Vincenzo Abete Uncertainty quantification for complex systems: theory and methodologies

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How do I contact Uncertainty quantification for complex systems: theory and methodologies?

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What is Uncertainty quantification for complex systems: theory and methodologies about?

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When did Uncertainty quantification for complex systems: theory and methodologies launch?

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Vincenzo Abete
Uncertainty quantification for complex systems: theory and methodologies

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