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20032026
most citedA Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications

1.4k citations

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23 papers · 1 filter

cond-mat.mes-hall2022★ 14 cited

Electric control of spin states in frustrated triangular molecular magnets

J. F. Nossa, M. F. Islam, Mark R. Pederson +1

Frustrated triangular molecular magnets are a very important class of magnetic molecules since the absence of inversion symmetry allows an external electric field to couple directl…

cs.LG2022★ 190 cited

The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations

A. Chatzimparmpas, R. Martins, I. Jusufi +3

Machine learning (ML) models are nowadays used in complex applications in various domains, such as medicine, bioinformatics, and other sciences. Due to their black box nature, howe…

cond-mat.mtrl-sci2022★ 9 cited

Engineering axion insulator phase in superlattices with inversion symmetry breaking

Rajibul Islam, Sougata Mardanya, Alexander Lau +6

We study theoretically the interplay between magnetism and topology in three-dimensional HgTe/MnTe superlattices stacked along the (001) axis. Our results show the evolution of the…

cs.LG2022★ 21 cited

Dealing with Drift of Adaptation Spaces in Learning-based Self-Adaptive Systems using Lifelong Self-Adaptation

Omid Gheibi, Danny Weyns

Recently, machine learning (ML) has become a popular approach to support self-adaptation. ML has been used to deal with several problems in self-adaptation, such as maintaining an…

astro-ph.HE2022★ 12 cited

Gamma-ray observations of MAXI J1820+070 during the 2018 outburst

H. Abe, S. Abe, V. A. Acciari +439

MAXI J1820+070 is a low-mass X-ray binary with a black hole as a compact object. This binary underwent an exceptionally bright X-ray outburst from March to October 2018, showing ev…

physics.comp-ph2022★ 3 cited

Reduction of energy cost of magnetization switching in a biaxial nanoparticle by use of internal dynamics

Mohammad H. A. Badarneh, Grzegorz J. Kwiatkowski, Pavel F. Bessarab

A solution to energy-efficient magnetization switching in a nanoparticle with biaxial anisotropy is presented. Optimal control paths minimizing the energy cost of magnetization rev…

cs.HC2022★ 3 cited

An Interdisciplinary Perspective on Evaluation and Experimental Design for Visual Text Analytics: Position Paper

Kostiantyn Kucher, Nicole Sultanum, Angel Daza +5

Appropriate evaluation and experimental design are fundamental for empirical sciences, particularly in data-driven fields. Due to the successes in computational modeling of languag…

cond-mat.mtrl-sci2022★ 11 cited

Current-induced magnetization reversal in (Ga,Mn)(Bi,As) epitaxial layer with perpendicular magnetic anisotropy

Tomasz Andrearczyk, Janusz Sadowski, Krzysztof Dybko +2

Pulsed current-induced magnetization reversal is investigated in the layer of (Ga,Mn)(Bi,As) dilute ferromagnetic semiconductor (DFS) epitaxially grown under tensile misfit strain…

quant-ph2022★ 4 cited

Emergent quantum mechanics of the event-universe, quantization of events via Denrographic Hologram Theory

Oded Shor, Felix Benninger, Andrei Khrennikov

Quantum mechanics (QM) is derived based on a universe composed solely of events, for example, outcomes of observables. Such an event universe is represented by a dendrogram (a fini…

astro-ph.HE2022★ 98 cited

Search for dark matter annihilation signals in the H.E.S.S. Inner Galaxy Survey

H. E. S. S. Collaboration, H. Abdalla, F. Aharonian +137

The central region of the Milky Way is one of the foremost locations to look for dark matter (DM) signatures. We report the first results on a search for DM particle annihilation s…

astro-ph.HE2022★ 50 cited

A deep spectromorphological study of the -ray emission surrounding the young massive stellar cluster Westerlund 1

F. Aharonian, H. Ashkar, M. Backes +156

Young massive stellar clusters are extreme environments and potentially provide the means for efficient particle acceleration. Indeed, they are increasingly considered as being res…

cond-mat.mtrl-sci2022★ 5 cited

Bi Incorporation and segregation in the MBE-grown GaAs-(Ga,Al)As-Ga(As,Bi) core-shell nanowires

Janusz Sadowski, Anna Kaleta, Serhii Kryvyi +7

Incorporation of Bi into GaAs-(Ga,Al)As-Ga(As,Bi) core-shell nanowires grown by molecular beam epitaxy is studied with transmission electron microscopy. Nanowires are grown on GaAs…

quant-ph2022★ 17 cited

Conditional probability framework for entanglement and its decoupling from tensor product structure

Irina Basieva, Andrei Khrennikov

Our aim is to make a step towards clarification of foundations for the notion of entanglement (both physical and mathematical) by representing it in the conditional probability fra…

cs.SE2022★ 13 cited

Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems

Danny Weyns, Omid Gheibi, Federico Quin +1

Many software systems today face uncertain operating conditions, such as sudden changes in the availability of resources or unexpected user behavior. Without proper mitigation thes…

cond-mat.mtrl-sci2022★ 46 cited

Monolayer MnX and Janus XMnY (X, Y= S, Se, Te): A New Family of 2D Antiferromagnetic Semiconductors

Shahid Sattar, Md. Fhokrul Islam, C. M. Canali

We present first-principles results on the structural, electronic, and magnetic properties of a new family of two-dimensional antiferromagnetic (AFM) manganese chalcogenides, namel…

cs.SE2022★ 28 cited

Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning

Omid Gheibi, Danny Weyns

In the past years, machine learning (ML) has become a popular approach to support self-adaptation. While ML techniques enable dealing with several problems in self-adaptation, such…

cs.SE2022★ 8 cited

SEAByTE: A Self-adaptive Micro-service System Artifact for Automating A/B Testing

Federico Quin, Danny Weyns

Micro-services are a common architectural approach to software development today. An indispensable tool for evolving micro-service systems is A/B testing. In A/B testing, two varia…

astro-ph.HE2022★ 92 cited

Time-resolved hadronic particle acceleration in the recurrent Nova RS Ophiuchi

H. E. S. S. Collaboration, F. Aharonian, F. Ait Benkhali +171

Recurrent Novae are repeating thermonuclear explosions in the outer layers of white dwarfs, due to the accretion of fresh material from a binary companion. The shock generated by e…

cs.LG2022★ 9 cited

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques

Angelos Chatzimparmpas, Fernando V. Paulovich, Andreas Kerren

Despite the tremendous advances in machine learning (ML), training with imbalanced data still poses challenges in many real-world applications. Among a series of diverse techniques…

physics.acc-ph2022★ 5 cited

Design of a Canted-cosine-theta orbit corrector for the High Luminosity LHC

K. Pepitone, G. Kirby, R. Ruber +10

The High Luminosity LHC requires dipole orbit correctors grouped in double aperture magnet assemblies. They provide a field of 3.1 T at 100 A in an aperture of 70 mm. The current s…

math.FA2022★ 8 cited

Fourier characterizations and non-triviality of Gelfand-Shilov spaces, with applications to Toeplitz operators

Albin Petersson

We examine properties of Gelfand-Shilov spaces , , , , and . These are spaces of smooth functions where the functions or their Fourier transforms…

cond-mat.mes-hall2022★ 8 cited

Giant Valley-Polarized Spin Splittings in Magnetized Janus Pt Dichalcogenides

Shahid Sattar, J. Andreas Larsson, C. M. Canali +2

We reveal giant proximity-induced magnetism and valley-polarization effects in Janus Pt dichalcogenides (such as SPtSe), when bound to the Europium oxide (EuO) substrate. Using fir…

astro-ph.HE2022★ 9 cited

Evidence for gamma-ray emission from the remnant of Kepler's supernova based on deep H.E.S.S. observations

H. E. S. S. Collaboration, F. Aharonian, F. Ait Benkhali +157

Observations with imaging atmospheric Cherenkov telescopes (IACTs) have enhanced our knowledge of nearby supernova (SN) remnants with ages younger than 500 years by establishing Ca…