Molecular Dynamics Simulations of Ion Drift in Nanochannel Water Flow by Sofos, Filippos, Karakasidis, Theodoros, Sarris, Ioannis E

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From Sparse to Dense Representations in Open Channel Flow Images with Convolutional Neural Networks by Sofos, Filippos, Sofiadis, George, Chatzoglou, Efstathios, Palasis, Apostolos, Karakasidis, Theodoros E., Liakopoulos, Antonios

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Deep learning architecture for sparse and noisy turbulent flow data by Sofos, Filippos, Drikakis, Dimitris, Kokkinakis, Ioannis William

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Ultra-scaled deep learning temperature reconstruction in turbulent airflow ventilation by Sofos, Filippos, Drikakis, Dimitris, Kokkinakis, Ioannis William

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Comparison of super-resolution deep learning models for flow imaging by Sofos, Filippos, Drikakis, Dimitris, Kokkinakis, Ioannis William

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Convolutional neural networks for compressible turbulent flow reconstruction by Spottswood, S. Michael

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A deep learning super-resolution model for turbulent image upscaling and its application to shock wave–boundary layer interaction by Spottswood, S. Michael

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Friction factor in nanochannel flows by Liakopoulos, Antonios, Sofos, Filippos, Karakasidis, Theodoros E.

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Molecular dynamics simulations of ion separation in nano-channel water flows using an electric field by Sofos, Filippos, Karakasidis, Theodoros E., Spetsiotis, Dimitrios

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A hybrid molecular dynamics/machine learning framework to calculate the viscosity and thermal conductivity of Ar, Kr, Xe, O, and Ν by Stavrogiannis, Christos, Tsioulos, Vasilis, Sofos, Filippos

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Effects of wall roughness on flow in nanochannels by Sofos, Filippos D, Karakasidis, Theodoros E, Liakopoulos, Antonios

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Reassessing the transport properties of fluids: A symbolic regression approach by Angelis, Dimitrios, Sofos, Filippos, Karakasidis, Theodoros E

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Surface wettability effects on flow in rough wall nanochannels by Sofos, Filippos, Karakasidis, Theodoros E., Liakopoulos, Antonios

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Molecular dynamics simulation on flows in nano-ribbed and nano-grooved channels by Sofos, Filippos, Karakasidis, Theodoros E., Giannakopoulos, Antonios E., Liakopoulos, Antonios

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Development and validation of a symbolic regression-based machine learning method to predict COVID-19 in-hospital mortality among vaccinated patients by Sofos, Filippos, Rouka, Erasmia, Triantafyllia, Vasiliki, Andreakos, Evangelos, Gourgoulianis, Konstantinos I., Karakasidis, Efstathios, Karakasidis, Theodoros

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A quasi-continuum multi-scale theory for self-diffusion and fluid ordering in nanochannel flows by Giannakopoulos, Antonios E., Sofos, Filippos, Karakasidis, Theodoros E., Liakopoulos, Antonios

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Fluid structure and system dynamics in nanodevices for water desalination by Sofos, Filippos, Karakasidis, Theodoros E., Liakopoulos, Antonios

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How wall properties control diffusion in grooved nanochannels: a molecular dynamics study by Sofos, Filippos, Karakasidis, Theodoros E., Liakopoulos, Antonios

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