Distribution and Evolution of Chorus Waves Modeled by a Neural Network: The Importance of Imbalanced Regression by Xiangning Chu, Jacob Bortnik, Wen Li, Xiao‐Chen Shen, Qianli Ma, Donglai Ma, David Malaspina, Sheng Huang

“…The feature selection process suggests that the auroral electrojet index alone captures most of the variations of chorus waves. …”
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Heat waves reveal additive genetic effects leading to sunburn resilience of grapevine berries by Tom Heinekamp, Franco Röckel, Katja Herzog, Oliver Trapp, Reinhard Töpfer, Florian Schwander

“…Grape sunburn is an abiotic stress response induced under heat wave conditions. Heat stress is reaching new dimensions in terms of intensity and frequency in European cool-climate wine-growing regions. …”
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Application of real-time shear wave elastography technology in healthy pediatric hip joints by Fan Xiangyang, Wang Ziwei, Zhou Jingjing, Di Min, He Xiao

“…The aim of our study is to explore the application of real-time shear wave elastography (SWE) technology in different tissue structures of healthy pediatric hip joints to distinguish between the normal and pathological states, and provide a normal reference range for shear wave Young’s moduli for clinical practices and subsequent scientific researches. …”
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Classification of Teleseismic Shear Wave Splitting Measurements: A Convolutional Neural Network Approach by Yanwei Zhang, Stephen S. Gao

“…Abstract Shear wave splitting (SWS) analysis is widely used to provide critical constraints on crustal and mantle structure and dynamic models. …”
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New Types of Doubly Periodic Standing Wave Solutions for the Coupled Higgs Field Equation by Gui-qiong Xu

“…By selecting appropriate parameter values, we analyze the interaction properties of periodic-periodic waves and periodic-solitary waves by some figures.…”
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Dynamics of Bose-Einstein Condensates: Exact Representation and Topological Classification of Coherent Matter Waves by Leilei Jia, Qihuai Liu, Shengqiang Tang

“…The existence and multiplicity of such waves are determined by the parameter regions selected. …”
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General rogue wave solutions and their dynamics in the complex modified Korteweg–de Vries equation by Yan Zhu, Lijuan Qin, Zhiqiang Yang, Zhenting Chen, Zhenyun Qin, Gui Mu

“…By selecting different values of these free parameters, the rich dynamic behaviors of rogue wave solutions of the complex modified Korteweg–de Vries equation are discovered.…”
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Safety Barriers Failures in Cold Wave-triggered Events: a Data-driven Approach by Giulia Collina, Federica Ricci, Alessia Bortoluzzi, Dimitrios Tzioutzios, Nicola Paltrinieri

“…The present study aims to comprehensively analyse the role of safety barriers within the context of Natech events triggered by cold waves. Data selected from established databases are investigated through Unsupervised Machine Learning and Bayesian Networks. …”
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Six-wave interaction with double wavefront reversal in multimode waveguides with Kerr and thermal nonlinearities by V.V. Ivakhnik, D.R. Kapizov, V.I. Nikonov

“…Spatial selectivity of six-wave radiation converters, which perform double wavefront conjugation of a signal wave in long multimode waveguides with both Kerr and thermal nonlinearities, is studied. …”
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Transition Time of Ultrasonic Wave as a Tool of Quality Evaluation of Layered Polymer Composites by Małgorzata SZYMICZEK

“…Observation of behaviour phenomena of ultrasonic waves in an object allows for quality assessment, identification and location of discontinuity. …”
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Continuous-wave GaAs/AlGaAs quantum cascade laser at 5.7 THz by Shahili Mohammad, Addamane Sadhvikas J., Kim Anthony D., Curwen Christopher A., Kawamura Jonathan H., Williams Benjamin S.

“…Pulsed and continuous-wave (cw) operation is observed up to temperatures of 117 K and 68 K, respectively. …”
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Statistically Optimized Near-Field Acoustic Holography Using Prolate Spheroidal Wave Functions by Xuxin Zhang, Jingjun Lou, Jinfang Lu, Ronghua Li, Shijian Zhu

“…Near-field acoustic holography (NAH) is an effective tool for realizing accurate sound field reconstruction in three-dimensional space on the prerequisite that appropriate elementary wave functions are selected or constructed to match the characteristics of the sound sources. …”
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Performance of wave function and Green's function methods for non-equilibrium many-body dynamics by Cian C. Reeves, Gaurav Harsha, Avijit Shee, Yuanran Zhu, Thomas Blommel, Chao Yang, K. Birgitta Whaley, Dominika Zgid, Vojtěch Vlček

“…Theoretical descriptions of the non-equilibrium dynamics of quantum many-body systems essentially employ either (i) explicit treatments, relying on the truncation of the expansion of the many-body wave function, (ii) compressed representations of the many-body wave function, or (iii) evolution of an effective (downfolded) representation through Green's functions. …”
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Design and Experiments of A New Internal Cone Type Traveling Wave Ultrasonic Motor by Ye CHEN, Junlin YANG, Liang LI, Shihao XIAO

“…In order to simplify the motor structure, to reduce the difficulty of rotor pre-pressure application and to obtain better output performance, a new internal cone type rotating traveling wave ultrasonic motor is proposed. The parametric model of the internal cone type ultrasonic motor was established by the ANSYS finite element software. …”
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Effects of the Shock Wave Structure on the Tip Clearance Leakage Flow in Transonic Compressor Rotors by Xinlong Ye, Zhenggui Zhou

“…In this paper, two transonic rotors with a high pressure ratio are selected to study the tip flow, one of which has one normal shock wave at the blade tip and the other has two shock waves (an oblique shock wave and a normal shock wave) at the tip. …”
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Newcastle disease virus infection induces parthanatos in tumor cells via calcium waves. by Yang Qu, Siyuan Wang, Hui Jiang, Ying Liao, Xusheng Qiu, Lei Tan, Cuiping Song, Venugopal Nair, Zengqi Yang, Yingjie Sun, Chan Ding

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Structured free-space optical fields for transverse and longitudinal control of electron matter waves by Sven Ebel, Nahid Talebi

“…Additionally, it has the potential to selectively probe various material excitations, including plasmons, excitons, and phonons, as well as to perform Talbot–Lau matter-wave interferometry using transversely shaped electron beams.…”
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Full-space trifunctional metasurface with independent control of amplitude and phase for circularly polarized waves by Li Xi Ming, Zhao Yuan, Lu Ren Pan, Sun Xiao Feng, Yang Zhao, He Hai Dan, Liu Yan Hui, Du Guo Hong

“…Herein, an innovative strategy of trifunctional metasurface is proposed to independently and simultaneously manipulate the amplitude and phase of circular polarized waves in full space. The multifunctional design is composed of double-layer anisotropic metasurface sandwiched with a bandpass frequency selective surface, with a frequency-direction multiplexed paradigm for on-demand control of both amplitude and phase across three independent channels. …”
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Prediction of reduced sound wave intensity in floor systems using machine learning methods by Hamid Mohammadnezhad, Fardin Jafari, Nahad Sedighi

“…In the latter case, the measurement of sound wave energy variation is difficult and time-consuming and requires simulation or on-site tests. …”
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Numerical study of coastal wave profiles at the sandy beaches of Nowshahr (Southern Caspian Sea) by Seyed Masoud Mahmoudof, Mohammadali Lotfi Takami

“…Therefore, more intensive breaking dissipation via selecting lower coefficient values is necessary to exhaust a certain energy content from longer waves in the 1D mode. …”
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