"Make uncertainty quantification available for anybody,
in any field of applied science and engineering"
The general uncertainty quantification framework underlying UQLab
Easily plug-in your computational models via an intuitive API
The HPC dispatcher provides a user-friendly interface between users' personal computer to common HPC resources to conveniently offload and retrieve the results of expensive UQLab computations
The general uncertainty quantification framework underlying UQLab
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MATLAB®-based Uncertainty Quantification framework
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State-of-the art, highly optimized open source algorithms
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Fast learning curve for beginners
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Modular structure, easy to extend
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Exhaustive documentation
In a nutshell
UQLab is a general purpose Uncertainty Quantification framework developed at ETH Zurich (Switzerland). It is made of open-source scientific modules which are smoothly connected to perform uncertainty quantification through Monte Carlo simulation, sensitivity analysis, reliability analysis (computation of rare event probabilities), surrogate models (polynomial chaos expansions, Kriging, etc.), Bayesian inversion/calibration and many more.
Since version 2.0, UQLab is released open source under the BSD-3 clause license ➜
News
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1st February 2022: UQLab Version 2.0 is released! This release is now completely open source, so there is no distinction between academic or commercial user registration, nor any internet connectivity requirement. Additionally 2 new modules are available in UQLab: Stochastic spectral embedding ➜ and Random fields ➜!
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27 October 2021: UQLab 4000th user is an ETH Zurich student. Arijit Upadhyay, a master's student from India enrolled in the Energy Science and Technology program at ETH Zurich (Switzerland) is the 4,000th registered user of UQLab. Arijit plans to use UQLab to run some uncertainty analysis for his master thesis on the “assessment and uncertainty analysis of the role of hydrogen as a long-term storage medium and as a flexibility provider for the European electricity system”. This work is carried out at the Reliability and Risk Engineering Lab in the Department of Mechanical and Process Engineering of ETH Zurich. The top 3 countries in terms of UQLab usage are still United States (625 registered users), China (570) and France (360).
UQLab is developed at the Chair of Risk, Safety and Uncertainty Quantification of ETH Zurich under the supervision of Prof. B. Sudret and Dr. S. Marelli.
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