2D ferroelectric narrow-bandgap semiconductor Wurtzite’ type α-In2Se3 and its silicon-compatible growth by Yuxuan Jiang, Xingkun Ning, Renhui Liu, Kepeng Song, Sajjad Ali, Haoyue Deng, Yizhuo Li, Biaohong Huang, Jianhang Qiu, Xiaofei Zhu, Zhen Fan, Qiankun Li, Chengbing Qin, Fei Xue, Teng Yang, Bing Li, Gang Liu, Weijin Hu, Lain-Jong Li, Zhidong Zhang

“…Moreover, light absorption promotes the dynamic conductance range, linearity, and symmetry of the synapse devices, leading to a high recognition accuracy of 92.3% in a supervised pattern classification task for neuromorphic computing. …”
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Flash‐Thermal Reduction of Graphene Oxide with Flexible Electronics Platform for Highly Sensitive Wearable Temperature Sensor by Yeong Jun Yun, Hyun Jin Kang, Chan Yun Bae, Gyu Heon Bae, Hyun Jin Lee, Ki Hoon Kim, Yeong Jun Jang, Tae Won Nam, Jung Woo Lee

“…The optimized flash‐thermal reduced graphene oxide based sensor exhibits exceptional flexibility, reversibility, high sensitivity (≈1.28% °C−1), excellent linearity (R2 ≈ 0.999), long‐term stability, and a rapid response time (≈0.6 s), outperforming conventional metal‐based temperature sensors in sensitivity. …”
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Understanding and designing photothermal responses in complex layered systems by Yide Zhang, Nelson G. C. Astrath, Gustavo V. B. Lukasievicz, Artem S. Vorobev, Liam O’Faolain, Georg Ramer, Bernhard Lendl

“…We show that the thermal rise time is significantly shorter than the thermoelastic relaxation time and that both the temperature and surface displacement scale linearly with the absorption layer (SU-8) thickness. …”
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Promoting sustainable mobility: A multi-theoretical exploration of attitude-behavior dynamics and consumption value in electric vehicle adoption in India by Amit Kumar Gupta, Ashutosh Dash, Kirti Sharma

“…Because of the complexity of the proposed model, non-normality requirements, and non-linearity constraints, the study employs Structural Equation Modeling (SEM) Warp-PLS 8.0 on 626 clean samples. …”
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Surface instability of flowing liquid metal in magnetized fusion plasma by N. Somboonkittichai, G.Z. Zuo

“…The present study focuses on establishing a theoretical model using the linearized energy principle with the velocity potential analysis including the viscosity and electrical resistivity of the liquid. …”
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The Prediction Model of Super Large Subsidence in High Water Table Coal Mining Areas Covered with Thick Unconsolidated Layer by Yueguan Yan, Weitao Yan, Jibo Liu, Junting Guo

“…The surface subsidence decreases approximately linearly with the thickness ratio increase of the unconsolidated layer to bedrock. …”
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Identification and characterization of forced degradation products of lumateperone tosylate by LC-HRMS, GC-MS, NMR, and in silico toxicity prediction by Nehal Bhatt, Devendra Sonaje, Vijiaya Madhyanapu Golla, Rahul Khemchandani, Roshitha K. R, Arun Kumar Gupta, Gananadhamu Samanthula

“…The developed method was validated in accordance with ICH Q2(R1), demonstrating excellent linearity (r² > 0.999), accuracy, precision, specificity, and robustness. …”
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Investigation of double frequency fishbone in EAST with neutral beam injection by Wei Shen, Liqing Xu, Zhiyong Qiu, Yan Chao, Yifeng Wang, Yuqi Chu, Jianwen Liu, Baolong Hao, Ming Xu, Yinfei Jin, Guoqiang Zhong, Zhihong Kuang, Shengfa Wu, the EAST Team

“…The mode frequencies and structures of the simulated fishbones are consistent with the experimental measurements. …”
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A Piezoelectric Sensor Based on MWCNT-Enhanced Polyvinyl Chloride Gel for Contact Perception of Grippers by Qiyun Zhong, Qingsong He, Diyi Liu, Xinyu Lu, Siyuan Liu, Yuze Ye, Yefu Wang

“…In contrast to traditional hydrogels, which are susceptible to water evaporation and structural degradation, non-hydrogel materials are engineered for superior stability and consistent performance. …”
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Electrospun Vanadium Pentoxide (V2O5) Nanofibers for Enhanced Humidity Sensing by Hankun Yang, Monsur Islam, Vanessa Trouillet, Martin Sommer, Jan G. Korvink, Uli Lemmer, Bharat Sharma

“…The synthesized V2O5 NF sensor exhibits high sensitivity to water at RT (max. 1.427 at 90 %RH), excellent linearity, wide range (10–90%RH), and quick response and recovery times. …”
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Metastable Substructure Embedding and Robust Classification of Multichannel EEG Data Using Spectral Graph Kernels by Rashmi N. Muralinath, Vishwambhar Pathak, Prabhat K. Mahanti

“…Classification of neurocognitive states from Electroencephalography (EEG) data is complex due to inherent challenges such as noise, non-stationarity, non-linearity, and the high-dimensional and sparse nature of connectivity patterns. …”
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Finite element modeling method of centrifugal rotary processing by A. N. Soloviev, M. A. Tamarkin, Nguyen Van Tho

“…The abrasive particle (corundum) is simulated with a linearly elastic body, whose Young's modulus is significantly larger than that of the work material. …”
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Simultaneous quantification of 12 water-soluble vitamins in MDCK cell culture media by eco-friendly ion-pairing reagent-free HPLC-UV by Lei Zhou, Mengting Zhang, Huinan Sun, Liyuan Duan, Qingwei Meng

“…Abstract This study establishes the first reversed-phase HPLC-UV method for simultaneous baseline separation of 12 structurally diverse water-soluble vitamins (WSVs) within 25 min. …”
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Moisture-induced elastic constants of poplar by Tuğba Yılmaz Aydın, Murat Aydın

“…Specifically, µLR and µRL increased linearly with moisture, while the other ratios decreased irregularly. …”
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Quality assessment of irrigation water related to soil salinization in Tierra Nueva, San Luis Potosí, Mexico by Zayre Ivonne González-Acevedo, Diego A. Padilla-Reyes, José Alfredo Ramos-Leal

“…In view of the limited number and uncertainty of using only two indices, in the present work a novel water quality assessment was applied for the first time by statistically combining eight individual quality indices: (RSC), (SAR), percentage of sodium (%Na), Kelley ratio (KR), permeability index (PI), soluble sodium percentage (SSP), magnesium adsorption ratio (MAR) and cation ratio of structural stability (CROSS). A factorial variance analysis and principal component analysis of these eight indices were performed to identify linearity and maximum variance. …”
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Comparison of different neurite density metrics with brain asymmetry evaluation by Ivan I. Maximov, Lars T. Westlye

“…The standard diffusion MRI model with intra- and extra-axonal water pools offers a set of microstructural parameters describing brain white matter architecture. However, non-linearities in the standard model and diffusion data contamination by noise and imaging artefacts make estimation of diffusion metrics challenging. …”
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Non-radial oscillations of hadronic neutron stars, quark stars, and hybrid stars: calculation of f, p, and g mode frequencies by Atanu Guha, Debashree Sen, Chang Ho Hyun

“…However, certain observational constraints on the structural properties of compact stars help us constrain the EoS to a fair extent. …”
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Adaptive models of the four-switch buck-boost converter by O.V. Vasylenko, G.V. Snizhnoi

“…The main research method is mathematical modeling; empirical formulas are used to calculate the model parameters; a behavioral programming approach is used for the structural synthesis of the converter model. Findings. …”
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Gas injection capacity of low permeability reservoirs considering microscopic characteristics by Yongxin MA, Qiaoliang ZHANG, Jinqi ZHU, Shuai MA, Xin WANG, Runhua ZHU

“…In the middle stage of gas injection (100 to 1 200 PV), the gas-phase effective permeability increases linearly, and the bound water enters a stable phase due to capillary force constraints in microscopic throats. …”
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Psychological Features of 7-8 Grade Students Interaction with Hypertext: A Theoretical and Experimental Study Using an Eye Tracker by N.A. Borisenko, A.A. Ganicheva, K.V. Mironova, S.V. Shishkova

“…Although, due to the immanent properties of the hypertext, adolescents read it non-linearly, the first reading of the text was relatively consistent, without significant text gaps. …”
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