Variational Methods in Optical Quantum Machine Learning by Marco Simonetti, Damiano Perri, Osvaldo Gervasi

“…As a case study, we considered the binary classification of points belonging to a certain geometric pattern (the Two-Moons Classification problem) on a plane. We think it is reasonable to expect benefits from using hybrid deep learning systems (classical + quantum), not just in terms of accelerating computation but also in understanding the underlying phenomena and mechanisms. …”
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Fingerprints of surface flows on solid substrates ablated by phase change: from laboratory experiments to planetary landscapes by Carpy, Sabrina, Berhanu, Michael, Chaigne, Martin, Courrech du Pont, Sylvain

“…In this case, the fluid mechanics associated with such phase changes play a key role in the evolution of terrestrial and planetary landscapes, observed by probes orbiting planets and moons. On Earth, sea ice, glaciers and karst plateaus extend over meters or kilometers. …”
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Neuroinflammation as Fuel for Axonal Regeneration in the Injured Vertebrate Central Nervous System by Ilse Bollaerts, Jessie Van houcke, Lien Andries, Lies De Groef, Lieve Moons

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Prior Exposure to Immunosuppressors Sensitizes Retinal Microglia and Accelerates Optic Nerve Regeneration in Zebrafish by Ilse Bollaerts, Jessie Van houcke, An Beckers, Kim Lemmens, Sophie Vanhunsel, Lies De Groef, Lieve Moons

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Accuracy of administrative data for surveillance of healthcare-associated infections: a systematic review by Karel G M Moons, Marc J M Bonten, Maaike S M van Mourik, Pleun Joppe van Duijn, Grace M Lee

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Decreased TNF Levels and Improved Retinal Ganglion Cell Survival in MMP-2 Null Mice Suggest a Role for MMP-2 as TNF Sheddase by Lies De Groef, Manuel Salinas-Navarro, Griet Van Imschoot, Claude Libert, Roosmarijn E. Vandenbroucke, Lieve Moons

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von Willebrand factor polymorphism (rs1063856) as a risk factor for portal vein thrombosis in chronic liver diseases by Isis Samy Bedira, Olfat M. Hendy, Moones Abdelaal, Ashraf A. Basuni, Asma Ebrahim Gaber Koshoo, Alzhraa Alkhatib, Sally S. Mandour

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Effects of Alkyl Spacer Length in Carbazole‐Based Self‐Assembled Monolayer Materials on Molecular Conformation and Organic Solar Cell Performance by Qiaonan Chen, Kangbo Sun, Leandro R. Franco, Jingnan Wu, Lars Öhrström, Xianjie Liu, Maureen Gumbo, Mailde S. Ozório, C. Moyses Araujo, Guangye Zhang, André Johansson, Ellen Moons, Mats Fahlman, Donghong Yu, Yufei Wang, Ergang Wang

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YEARS clinical decision rule for diagnosing pulmonary embolism: a prospective diagnostic cohort follow-up study in primary care by Frans H Rutten, Menno V Huisman, Jeanet Blom, Rosanne van Maanen, Frederikus A Klok, Geert-Jan Geersing, Karel Moons, Hannah M la Roi-Teeuw, Melchior Nierman, Tuur Egbers

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Charlson comorbidity index has no incremental value for mortality risk prediction in nursing home residents with COVID-19 disease by Anum Zahra, Maarten van Smeden, Petra J. M. Elders, Jan Festen, Jacobijn Gussekloo, Karlijn J. Joling, Anouk van Loon, Kim Luijken, René J. F. Melis, Simon P. Mooijaart, Karel G. M. Moons, Geeske Peeters, Harmke A. Polinder-Bos, Fenne Wouters, Anne de Hond

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