Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach
Upcoming technologies like digital twins, autonomous, and artificial intelligent systems
involving safety–critical applications require accurate, interpretable, computationally …
involving safety–critical applications require accurate, interpretable, computationally …
Deep neural network enabled corrective source term approach to hybrid analysis and modeling
In this work, we introduce, justify and demonstrate the Corrective Source Term Approach
(CoSTA)—a novel approach to Hybrid Analysis and Modeling (HAM). The objective of HAM …
(CoSTA)—a novel approach to Hybrid Analysis and Modeling (HAM). The objective of HAM …
[HTML][HTML] Enhancing elasticity models with deep learning: A novel corrective source term approach for accurate predictions
With the recent wave of digitalization, specifically in the context of safety–critical
applications, there has been a growing need for computationally efficient, accurate …
applications, there has been a growing need for computationally efficient, accurate …
Enhancing Elasticity Models: A Novel Corrective Source Term Approach for Accurate Predictions
With the recent wave of digitalization, specifically in the context of safety-critical applications,
there has been a growing need for computationally efficient, accurate, generalizable, and …
there has been a growing need for computationally efficient, accurate, generalizable, and …
Corrective Source Term Approach for Improving Physics Based Models
S Sørbø - 2022 - ntnuopen.ntnu.no
Reliable predictive modelling techniques are paramount to innumerable industry objectives.
With the ever emerging big data revolution, traditional methods based on physical …
With the ever emerging big data revolution, traditional methods based on physical …
Improving Erroneous Physics-Based Models Using the Corrective Source Term Approach
With the recent wave of digitalization, specifically in the context of safety-critical applications,
there has been a growing need for computationally efficient, accurate, generalizable, and …
there has been a growing need for computationally efficient, accurate, generalizable, and …