Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization von Sildir, Hasan, Aydin, Erdal, Kavzoglu, Taskin

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Heterogeneous impacts of building codes on residential energy demand von Aydin, Erdal

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Optimal design and operation of a multi-energy microgrid using mixed-integer nonlinear programming: Impact of carbon cap and trade system and taxing on equipment selections von Akulker, Handan, Aydin, Erdal

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Physics-informed recurrent neural networks and hyper-parameter optimization for dynamic process systems von Asrav, Tuse, Aydin, Erdal

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The impact of policy on residential energy consumption von Aydin, Erdal, Brounen, Dirk

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A Mixed-Integer linear programming based training and feature selection method for artificial neural networks using piece-wise linear approximations von Sildir, Hasan, Aydin, Erdal

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Equipment Selection for Coupling a Microgrid with a Power-to-Gas System in the Context of Optimal Design and Operation von Akulker, Handan, Aydin, Erdal

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Physics Informed Piecewise Linear Neural Networks for Process Optimization von Koksal, Ece Serenat, Aydin, Erdal

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Energy efficiency and household behavior: the rebound effect in the residential sector von Aydin, Erdal, Kok, Nils, Brounen, Dirk

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Information provision and energy consumption: Evidence from a field experiment von Aydin, Erdal, Brounen, Dirk, Kok, Nils

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Love for the globe but also the country matter for the environment: Links between nationalistic, patriotic, global identification and pro-environmentalism von Aydin, Erdal, Bagci, Sabahat Cigdem, Kelesoglu, İklim

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The capitalization of energy efficiency: Evidence from the housing market von Aydin, Erdal, Brounen, Dirk, Kok, Nils

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Optimal design and operation of integrated microgrids under intermittent renewable energy sources coupled with green hydrogen and demand scenarios von Tatar, Su Meyra, Akulker, Handan, Sildir, Hasan, Aydin, Erdal

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Optimal artificial neural network architecture design for modeling an industrial ethylene oxide plant von Sildir, Hasan, Sarrafi, Sahin, Aydin, Erdal

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Design and operation of renewable energy microgrids under uncertainty towards green deal and minimum carbon emissions von Tatar, Su Meyra, Aydin, Erdal

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NMPC using Pontryagin’s Minimum Principle-Application to a two-phase semi-batch hydroformylation reactor under uncertainty von Aydin, Erdal, Bonvin, Dominique, Sundmacher, Kai

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Toward Fast Dynamic Optimization: An Indirect Algorithm That Uses Parsimonious Input Parameterization von Aydin, Erdal, Bonvin, Dominique, Sundmacher, Kai

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The impact of housing conditions on health outcomes von Palacios, Juan, Eichholtz, Piet, Kok, Nils, Aydin, Erdal

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Dynamic optimization of constrained semi-batch processes using Pontryagin’s minimum principle—An effective quasi-Newton approach von Aydin, Erdal, Bonvin, Dominique, Sundmacher, Kai

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Energy performance certification and time on the market von Aydin, Erdal, Correa, Santiago Bohórquez, Brounen, Dirk

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