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Optimization of a Circular Microchannel With Entropy Generation Minimization Method
AIP Conference Proceedings, 2010New advances in micro and nano scales are being realized and the contributions of micro and nano heat dissipation devices are of high importance in this novel technology development. Past studies showed that microchannel design depends on its thermal resistance and pressure drop.
Arash Jafari +5 more
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Reinforcement Learning for Minimizing Entropy Generation in Energy Systems
This paper applies reinforcement learning to entropy generation minimization of energy systems, with examples of heat exchangers and wind turbines. Reinforcement learning is a branch of machine learning where an agent learns to make sequences of decisions by interacting with an environment to achieve a specific goal.Greg Naterer, Xili Duan, S. Campuzano
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Role of entropy generation minimization in thermal optimization
Chinese Physics B, 2017Xue-Tao Cheng, Xin-Gang Liang
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Empirical Risk Minimization with Generalized Relative Entropy Regularization.
CoRR, 2022Samir M. Perlaza +4 more
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Generation of Inhibitory Connections to Minimize Internal and External Entropy
1992Abstract This paper presents a method to encode input patterns into internal representation with high selectivity. In the method, a modified complexity term is used to increase two kinds of selectivity in internal representation. First, a unit is selectively activated only for a specific pattern, while all other units are inactive for the pattern ...
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A Fair Empirical Risk Minimization with Generalized Entropy.
CoRR, 2022Youngmi Jin, Tae-Jin Lee
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