Surrogate Model Applications
Accelerate existing workflows or create new ones
Surrogate Model-Based Optimization
Blazing fast optimization leveraging the surrogate model’s speed
DWSIM Surrogate Model-Based Optimization
Surrogate Model-Based Optimization applied to a DWSIM chemical processing model
Model Predictive Operational Point Transition
An application of surrogate model-based optimization, informing operational transitions
Parameter Estimation via Profile Likelihoods
Estimating parameters with confidence intervals
Optimization Under Uncertainty
Optimize with uncertain modeling parameters
Anomaly Detection
Determine if an uncertain system’s output is unexpected