15 citations · 24 across the 7 of their papers we have counts for
7 papers
ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation
Aref Einizade, Samaneh Nasiri, Sepideh Hajipour Sardouie +1
The classification of sleep stages plays a crucial role in understanding and diagnosing sleep pathophysiology. Sleep stage scoring relies heavily on visual inspection by an expert…
Atomistic aspects of load transfer and fracture in CNT-reinforced aluminium
Samaneh Nasiri, Kai Wang, Mingjun Yang +3
This paper describes atomistic simulations of deformation and fracture of Al reinforced with carbon nanotubes (CNTs). We use density functional theory (DFT) to understand the energ…
Pinning of extended dislocations in atomically disordered crystals
Aviral Vaid, De'an Wei, Erik Bitzek +2
In recent years there has been renewed interest in the behavior of dislocations in crystals that exhibit strong atomic scale disorder, as typical of compositionally complex single…
Dislocation-CNT Interactions in Aluminium at the Atomic Level
Samaneh Nasiri, Michael Zaiser
The interaction between edge dislocations and carbon nanotubes (CNTs) embedded into an Al matrix is investigated. Both pristine and Ni-coated CNTs are considered. It is demonstrate…
Neural circuits for dynamics-based segmentation of time series
Tiberiu Tesileanu, Siavash Golkar, Samaneh Nasiri +2
The brain must extract behaviorally relevant latent variables from the signals streamed by the sensory organs. Such latent variables are often encoded in the dynamics that generate…
Multilayer Structures of Graphene and Pt Nanoparticles -- a Multiscale Computational Study
Samaneh Nasiri, Christian Greff, Kai Wang +4
We report results of a multiscale simulation study of multilayer structures consisting of graphene sheets with embedded Pt nanoparticles. Density functional theory is used to under…
Nickel coated carbon nanotubes in aluminum matrix composites: A multiscale simulation study
Samaneh Nasiri, Kai Wang, Mingjun Yang +2
In this work we use density functional theory (DFT) calculations to benchmark empirical potentials for the interaction between nickel and sp bonded carbon nanoparticles. These…