IT & Cybersecurity
SmartUQ
SmartUQ is a modern AI and Uncertainty Quantification tool optimized for engineering applications including simulation, digital twins, testing, and manufacturing. With industry-leading model accuracy and user-friendly GUIs and APIs, it’s possible to handle the toughest challenges and easily solve everyday problems.
Uncertainty Quantification & Machine Learning
One of the cornerstones of Uncertainty Quantification is building accurate predictive models with predictive analytics, but some of our customers have used SmartUQ’s machine learning predictive models outside of the Uncertainty Quantification workflow as a stand-alone tool. SmartUQ‘s predictive models can be built with data sets from simulation models, manufacturing, operational and sensors, and digital twins. Some applications of SmartUQ‘s predictive models include developing virtual sensors or performing root cause analysis.
UQ Goes Beyond Uncertainty Propagation
Predictive Analytics for Modern Engineering
Predictive Analytics encompass a set of advanced analytics techniques used to develop a predictive model for real time analysis and predicting future events. Using all types of data sets such as simulation modeling, manufacturing, and operational and sensor data, a trained SmartUQ predictive model can quickly perform complex analysis like predictive maintenance or risk analysis – giving your team a competitive advantage. Below are some applications of SmartUQ’s industry-scale predictive analytics:
- Virtual Sensors & Predictive Maintenance
- Reduce Simulation Demand
- Root Cause Analysis
- Model Calibration and Validation
- Digital Twins
Take Analytics to the Next Level
We provide a wide spectrum of capabilities including:
- Design of experiments
- Emulation
- Statistical calibration
- Sensitivity analysis
- Propagation of uncertainty
- Statistical optimization
- Inverse analysis
Take advantage of analytics to gain deeper insights and create better products faster.
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