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SmartUQ News and Resources

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Computing Uncertainty

For this article, we speak to the specialists who work in the domain of uncertainty quantification, or UQ.
Top Story

How Well Does Your FEA Program Know You?

Algorithm training with proprietary data and natural language support is transforming simulation.

Computing Uncertainty

August 8, 2025 · For this article, we speak to the specialists who work in the domain of uncertainty quantification, or UQ.

Read This Before You Develop a Surrogate Simulation Model

February 4, 2025 · Experts discuss tips and dilemmas in developing data-driven ROMs (reduced order models).

How Well Does Your FEA Program Know You?

December 10, 2024 · Algorithm training with proprietary data and natural language support is transforming simulation.

Synthetic Reality for ML Training

September 17, 2024 · Simulation experts discuss safeguards in using synthetic datafor autonomous vehicle training.

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FREE WEBINAR Aug. 15: Machine Learning and Model Calibration for Simulations and Digital Twins

July 9, 2024 · In this webinar, learn how machine learning can help engineers bypass the need to run full-scale simulations, and see a live demo that includes setting up machine learning models, conducting sensitivity analysis, and model optimization with SmartUQ.

AI and ML Transforming Simulation

December 13, 2022 · Use of artificial intelligence and machine learning algorithms in FEA increase predictive performance, speed up processing time.

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FREE WEBINAR OCT. 20: Machine Learning and Artificial Intelligence for Engineering Simulation

October 7, 2022 · Learn how to build and train artificial intelligence and machine learning models for engineering simulations.

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FREE WEBINAR Sept. 8: From Optimization to Uncertainty Quantification through Machine Learning

August 19, 2022 · In this webcast, learn how uncertainty quantification and machine learning can improve predictive modeling and optimize designs.

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FREE WEBINAR APRIL 28: Using Machine Learning to Improve Certainty in Engineering Simulation

April 25, 2022 · In this webinar, you will learn how to use a predictive model trained using machine learning to simplify and speed up the process of sensitivity analysis for your simulation models.

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FREE WEBINAR: Machine Learning for Narrowing the Simulation-Test Gap in Digital Twins

August 13, 2021 · This webinar will provide an introduction to the basics of statistical calibration. Through the use of several example problems, the underpinning ideas and benefits of statistical calibration will be illustrated. This includes the unique ability of statistical calibration, as compared to alternative calibration approaches, to account for model form uncertainty in addition to parameter uncertainty.

A Reality Check for Simulation

June 21, 2021 · Simulation needs test-based validation to be credible.

Optimize Your Simulation Workflow

November 1, 2018 · A variety of industry tools and platforms aim to streamline workflows to accommodate more advanced analysis and to promote design optimization.

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Statistical Methods for Solving Simulation Challenges

July 18, 2018 · This webinar will focus on strategies for handling three classes of CAE modeling challenges: 1) insufficient or inadequate sampling of a design space, 2) high computational expense of simulations and 3) disagreement of simulation models with physical tests. Discover how statistical methods can help increase early design phase efficiency, decrease the number of costly physical tests required to validate or calibrate CAE models, and reduce risks while increasing confidence in simulation models.

ASSESS Initiative Launches ASSESS Initiative Membership Program

November 2, 2017 · The vision of the ASSESS Initiative is to bring together key players, users and developers of simulation software, to guide and influence software tool strategies for performing model-based analysis, simulation and systems engineering.

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