Quantification (UQ) Software Tool SmartUQ-SmartUQ

Quantification (UQ) Software Tool SmartUQ
Measurement Engineering System Co., Ltd.

About This Product

■Machine learning and uncertainty quantification software for engineersSmartUQ is a powerful AI, machine learning and uncertainty quantification (UQ) software tool for incorporating real-world variations and stochastic behavior into engineering. SmartUQ is a set of easy-to-use analysis functions and the construction of predictive models (surrogate models) for robust design that takes variations into account. We have supported decision-making processes that take uncertainty into account by solving sophisticated and complex problems in all industries, including civil engineering. 

The software features quality engineering ideas for designers and process engineers, including advanced design of experiments (DOE), intelligent sampling algorithms, machine learning modeling such as Gaussian processes and neural networks, Powerful analysis tools include design space exploration, stochastic optimization (robust optimization), reliability analysis, sensitivity analysis, inverse analysis, uncertainty propagation, model calibration with Bayesian inference, and statistical process control tools. .

SmartUQ is a package with all the tools necessary for machine learning.
■Step1 Data preparation/preprocessing (Data Preparation)CAE, design of experiments (DOE) for experiments, and data sampling using existing data can be used without any special knowledge.

■Step2 Model construction/evaluation (Modeling・Evaluation)It comes in a set with a verification tool, so you can easily reproduce complex real-world behavior just by selecting a model according to your purpose.

■Step3 Utilization of post analysis function (Analysis)Easily share rich analysis results for visualization using a sophisticated GUI. Python API is also available

Model
There is 1 model available for this product.

Product
Quantification (UQ) Software Tool SmartUQ

Handling Company
Measurement Engineering System Co., Ltd.

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Analysis Software

Multivariate Analysis Software

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1 Models of Quantification (UQ) Software Tool SmartUQ

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About Company Handling This Product

Measurement Engineering System Co., Ltd.

Japan

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Quantification (UQ) Software Tool SmartUQ Measurement Engineering System Co., Ltd.

About This Product

■Machine learning and uncertainty quantification software for engineers

■Step1 Data preparation/preprocessing (Data Preparation)

■Step2 Model construction/evaluation (Modeling・Evaluation)

■Step3 Utilization of post analysis function (Analysis)

1 Models of Quantification (UQ) Software Tool SmartUQ

SmartUQ

Customers who viewed this product also viewed

Other products of Measurement Engineering System Co., Ltd.

About Company Handling This Product

Related search keywords

Quantification (UQ) Software Tool SmartUQ
Measurement Engineering System Co., Ltd.