An Efficient Frequency Encoding Scheme for Optical Convolution Accelerator by Gongyu Xia, Jiacheng Liu, Qilin Hong, Pingyu Zhu, Ping Xu, Zhihong Zhu

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Characterizing out-of-distribution generalization of neural networks: application to the disordered Su–Schrieffer–Heeger model by Kacper Cybiński, Marcin Płodzień, Michał Tomza, Maciej Lewenstein, Alexandre Dauphin, Anna Dawid

“…Here, we show how the informed use of an interpretability method called class activation mapping, and the analysis of the latent representation of the data with the principal component analysis can increase trust in predictions of a neural network (NN) trained to classify quantum phases. In particular, we show that we can ensure better out-of-distribution (OOD) generalization in the complex classification problem by choosing such an NN that, in the simplified version of the problem, learns a known characteristic of the phase. …”
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Simulating Molecular Interactions of Carbon Nanoparticles with a Double-Stranded DNA Fragment by Zhuang Wang, Hao Fang, Se Wang, Fan Zhang, Degao Wang

“…Six types of CNPs including fullerenes (C60 and C70), (8,0) single-walled carbon nanotube (SWNT), (8,0) double-walled carbon nanotube (DWNT), graphene quantum dot (GQD), and graphene oxide quantum dot (GOQD) were studied. …”
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Interface effects in the phase determination of Hf0.5Zr0.5O2 epitaxial thin films by Jesse Schimpf, Wang Zhang, Mahir Manna, Sandhya Susarla, Xue-Zeng Lu, James M. Rondinelli, Lane W. Martin

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Intestinal Organoids in Colitis Research: Focusing on Variability and Cryopreservation by Talke F. zur Bruegge, Andrea Liese, Sören Donath, Stefan Kalies, Maike Kosanke, Oliver Dittrich-Breiholz, Sandra Czech, Verena N. Bauer, André Bleich, Manuela Buettner

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Theoretical Modeling of Intensity Noise in InGaN Semiconductor Lasers by Moustafa Ahmed

“…Also, we examine the influence of gain suppression on the quantum RIN. In addition, we examine the changes in the RIN level when describing the gain suppression by the case of inhomogeneous spectral broadening. …”
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The Roles of Several Residues of Escherichia coli DNA Photolyase in the Highly Efficient Photo-Repair of Cyclobutane Pyrimidine Dimers by Lei Xu, Guoping Zhu

“…The enzyme has very high photo-repair efficiency (the quantum yield of the reaction is ~0.85), which is significantly greater than many model compounds that mimic photolyase. …”
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The Fourth Industrial Revolution: Another Industrial Revolution Leaving Black Women Behind? by Malaika Mahlatsi

“…This fusion of advances in complex technologies, including but not limited to robotics, quantum computing, blockchain, artificial intelligence (AI) and the internet of things (IoT), would affect all disciplines and industries of the modern world. …”
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Graviatoms with de Sitter Interior by Irina Dymnikova, Michael Fil’chenkov

“…It is a gravitationally bound quantum system consisting of a nucleus represented by a regular primordial black hole (RPBH), its remnant or gravitational vacuum soliton G-lump, and a charged particle. …”
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Author Correction: Observation of two-dimensional time-reversal broken non-Abelian topological states by Yuze Hu, Mingyu Tong, Tian Jiang, Jian-Hua Jiang, Hongsheng Chen, Yihao Yang

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On the implementation of a global optimization method for mixed-variable problems by Nannicini, Giacomo

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Speed of the Goldstone Sound Mode of an Atomic Fermi Gas Loaded on a Square Optical Lattice with a Non-Abelian Gauge Field in the Presence of a Zeeman Field by Zlatko Koinov, Israel Chávez Villalpando

“…It is found that (i) there is no sharp change of the slope of the Goldstone sound mode across the topological quantum phase transition point and (ii) the Gaussian approximation significantly overestimates the speed of sound of the Goldstone mode compared to the value provided by the BS formalism.…”
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A New Method for Obtaining the Baryons Mass under the Killingbeck Plus Isotonic Oscillator Potentials by Nasrin Salehi

“…The spectrum of ground state and excited baryons (N, Δ, Λ, Σ, Ξ, and Ω particles) has been investigated by using nonrelativistic quantum mechanics under the Killingbeck plus isotonic oscillator potentials. …”
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Spin and Pseudospin Symmetries with Trigonometric Pöschl-Teller Potential including Tensor Coupling by M. Hamzavi, A. A. Rajabi

“…We study approximate analytical solutions of the Dirac equation with the trigonometric Pöschl-Teller (tPT) potential and a Coulomb-like tensor potential for arbitrary spin-orbit quantum number κ under the presence of exact spin and pseudospin ( p -spin) symmetries. …”
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The Fourth Industrial Revolution: Another Industrial Revolution Leaving Black Women Behind? by Malaika Mahlatsi

“…This fusion of advances in complex technologies, including but not limited to robotics, quantum computing, blockchain, artificial intelligence (AI) and the internet of things (IoT), would affect all disciplines and industries of the modern world. …”
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Nuclear Stopping in Central Au+Au Collisions at RHIC Energies by Ying Yuan, Nana Guan

“…Nuclear stopping in central Au+Au collisions at relativistic heavy-ion collider (RHIC) energies is studied in the framework of a cascade mode and the modified ultrarelativistic quantum molecular dynamics (UrQMD) transport model. …”
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A perturbation-based model for rectifier circuits by Vipin B. Vats, H. Parthasarathy

“…The governing differential equation of the half-wave rectifier with capacitor filter is analyzed by expanding the output voltage as a Taylor series with respect to an artificially introduced parameter in the nonlinearity of the diode characteristic as is done in quantum theory. The perturbation parameter introduced in the analysis is independent of the circuit components as compared to the method presented by multiple scales. …”
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Exploiting social reciprocity for auction-based spectrum allocation in femtocell networks by Feng Zhao, Haibo Tang, Hongbin Chen

“…Such a matter is formulated as an integer programming optimization problem, and a modified quantum genetic algorithm is developed to solve the optimization problem. …”
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Anisotropic cosmology in q-deformed entropic gravity by Salih Kibaroğlu, Mustafa Senay

“…The q-deformed theory, rooted in quantum group structures, provides a natural generalization of classical particle dynamics and offers a useful framework for exploring deviations in standard cosmological models. …”
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Recent Progress of Imprinted Nanomaterials in Analytical Chemistry by Rüstem Keçili, Chaudhery Mustansar Hussain

“…In addition, MIPs can be prepared as composite nanomaterials using nanoparticles, multiwalled carbon nanotubes (MWCNTs), nanorods, quantum dots (QDs), graphene, and clays. This review paper aims to demonstrate and highlight the recent progress of the applications of imprinted nanocomposite materials in analytical chemistry.…”
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