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155 papers · 1 filter
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates
Mustafa Burak Gurbuz, Islem Rekik
A connectional brain template (CBT) is a normalized graph-based representation of a population of brain networks also regarded as an average connectome. CBTs are powerful tools for…
The structure of 1,3-butadiene clusters
J. Douady, A. Simon, M. Rapacioli +3
Molecular clusters of 1,3-butadiene were theoretically investigated using a variety of approaches, encompassing classical force fields and different quantum chemical (QC) methods,…
Super-k: A Piecewise Linear Classifier Based on Voronoi Tessellations
Rahman Salim Zengin, Volkan Sezer
Voronoi tessellations are used to partition the Euclidean space into polyhedral regions, which are called Voronoi cells. Labeling the Voronoi cells with the class information, we c…
A Solution to the de Sitter Swampland Conjecture versus Inflation Tension via Supergravity
Ugur Atli, Omer Guleryuz
The methods of supergravity allow us to derive a multi-field F-term potential. Using this, we denote a generic and non-positive single-field F-term potential. We insert our theory…
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection
Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci +3
Anomalies are ubiquitous in all scientific fields and can express an unexpected event due to incomplete knowledge about the data distribution or an unknown process that suddenly co…
Non-orthogonal Spin-Momentum Locking
T. Hakioglu, Wei-Chi Chiu, R. S. Markiewicz +2
Spin-momentum locking is a unique intrinsic feature of strongly spin-orbit coupled materials and a key to their promise of applications in spintronics and quantum computation. Much…