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From modeling and simulation to digital twin: evolution or revolution?
As digitalization is permeating all sectors of society toward the concept of “smart everything,”
and virtual technologies and data are gaining a dominant place in the engineering and …
and virtual technologies and data are gaining a dominant place in the engineering and …
Circular systems engineering
The perception of the value and propriety of modern engineered systems is changing. In
addition to their functional and extra-functional properties, nowadays' systems are also …
addition to their functional and extra-functional properties, nowadays' systems are also …
Digital twins for cyber-biophysical systems: Challenges and lessons learned
Digital twinning is gaining popularity in domains outside of traditional engineered systems,
including cyber-physical systems (CPS) with biological modalities, or cyber-biophysical …
including cyber-physical systems (CPS) with biological modalities, or cyber-biophysical …
Towards a taxonomy of digital twin evolution for technical sustainability
The next generation of engineered systems ought to be more sustainable. In this context,
Digital Twins play a crucial role as key enablers of sustainability ambitions in systems …
Digital Twins play a crucial role as key enablers of sustainability ambitions in systems …
Opinion-Guided Reinforcement Learning
Human guidance is often desired in reinforcement learning to improve the performance of
the learning agent. However, human insights are often mere opinions and educated …
the learning agent. However, human insights are often mere opinions and educated …
Automated inference of simulators in digital twins
Digital Twins are real-time and high-fidelity virtual representations of physical assets [1]. The
intent of a Digital Twin is to provide data-intensive software applications with a proxy …
intent of a Digital Twin is to provide data-intensive software applications with a proxy …
Formalizing a framework of inference capabilities for Digital Twin engineering
Nowadays, smart systems require the use of Digital Twins (DTs) for their engineering and
management. Self-updating capability is a key feature in the DT technology. This raises the …
management. Self-updating capability is a key feature in the DT technology. This raises the …
Combining simulation and reinforcement learning to reduce food waste in food retail
Extraordinary amounts of fresh produce are never purchased and are discarded as waste.
Reinforcement learning (RL) could serve as a means to improve business profits while …
Reinforcement learning (RL) could serve as a means to improve business profits while …
Transforming discrete event models to machine learning models
Discrete event simulation, formalized as deductive modeling, has been shown to be effective
for studying dynamical systems. Development of models, however, is challenging when …
for studying dynamical systems. Development of models, however, is challenging when …
A simulation environment for reducing food waste via reinforcement learning
Food retailers discard astonishing amounts of spoiled produce as waste. Reinforcement
learning could greatly improve retail store product ordering and pricing decisions to …
learning could greatly improve retail store product ordering and pricing decisions to …