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- 1Data driven modelling
- 1Hybrid modelling
- 1Partial differential equations
- 1Process dynamics
- 1complex systems
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Modelling process dynamics by the discovery of partial differential equations using a data-driven and hybrid modelling approach
DownloadFall 2021
The abundance of data and advances in data acquisition technologies have made data-driven approaches attractive to solve a multitude of problems. Differential equations deliver underlying models for most physical processes. Obtaining the fundamental physics underlying any data in the form of...
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Spring 2020
Steam assisted gravity drainage (SAGD) is a widely used thermally enhanced oil recovery process in western Canada. Petroleum reservoirs are large scale distributed parameter processes from a systems and control theoretic perspective. Physics-based first principles models pose severe computational...