Two-dimensional stationary soliton gas by Thibault Bonnemain, Gino Biondini, Benjamin Doyon, Giacomo Roberti, Gennady A. El

“…We study two-dimensional stationary soliton gas in the framework of the time-independent reduction of the Kadomtsev-Petviashvili (KPII) equation, which coincides with the integrable two-way “good” Boussinesq equation in the xy plane. …”
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Quantum Simulating Continuum Field Theories with Large-Spin Lattice Models by Gabriele Calliari, Marco Di Liberto, Hannes Pichler, Torsten V. Zache

“…Simulating the real-time dynamics of quantum field theories (QFTs) is one of the most promising applications of quantum simulators. …”
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Influence of Subsurface Critical Zone Structure on Hydrological Partitioning in Mountainous Headwater Catchments by Hang Chen, Qifei Niu, James P. McNamara, Alejandro N. Flores

“…Numerical results show that the weathered bedrock affects not only the magnitude but also the peak time of both streamflow and subsurface dynamic storage.…”
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Forecasting South African grain prices and assessing the non-linear impact of inflation and rainfall using a dynamic Bayesian generalized additive model by Albert Antwi, Albert Antwi, Emelia Thembile Kammies, Emelia Thembile Kammies, Lyson Chaka, Martins Akugbe Arasomwan, Martins Akugbe Arasomwan

“…Various methods have been designed to model and forecast grain prices and other time-stamped data. However, due to some inherent limitations, some of these models do not produce accurate forecasts or are not easily interpretable. …”
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Adaptive Fault Detection for Complex Dynamic Processes Based on JIT Updated Data Set by Jinna Li, Yuan Li, Haibin Yu, Yanhong Xie, Cheng Zhang

“…Just-in-time (JIT) detection method and k-nearest neighbor (KNN) rule-based statistical process control (SPC) approach are integrated to construct a flexible and adaptive detection scheme for the control process with nonlinear, dynamic, and multimodal cases. …”
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On the velocity-stress formulation for geometrically nonlinear elastodynamics and its structure-preserving discretization by Tobias Thoma, Paul Kotyczka, Herbert Egger

“…This variational formulation explicitly encodes the transfer between kinetic and potential energy in the interior as well as across the boundary, thus leading to a global power balance and ensuring passivity of the system. …”
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The contingencies of platform power and risk management in the gig economy by Niels van Doorn

“…Ultimately, the paper offers a more nuanced and comprehensive understanding of how gig platforms become integrated into people’s everyday life and how platform power is articulated and negotiated over time.…”
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ISLAMIC CHARACTER EDUCATION IN INDONESIAN NATIONAL CURRICULA: A CRITICAL POLICY ANALYSIS OF THE 2013 AND MERDEKA FRAMEWORKS by Alhamuddin Alhamuddin

“…The analysis reveals that both curricula explicitly emphasize core values such as faith, discipline, nationalism, integrity, and critical thinking as integral components of students' character formation. …”
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Analysis of a mathematical model for malaria using data-driven approach by Adithya Rajnarayanan, Manoj Kumar, Abdessamad Tridane

“…A key innovation lies in the introduction of a new transmission function that explicitly captures environmental dependencies, enhancing realism in the modeling of disease spread. …”
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The implementation of Safety Management Systems in healthcare: a systematic review and international comparison by Zhivko Zhelev, Sian de Bell, Alison Bethel, Maria Clarke, Rob Anderson, Jo Thompson Coon

“…Quality health care is defined by the World Health Organization as health care or services which are effective, safe, people-centred, timely, equitable, integrated and efficient. The aim of quality health care is to achieve the desired health outcomes. …”
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Empirically Estimated Electron Lifetimes in the Earth's Radiation Belts: Van Allen Probe Observations by S. G. Claudepierre, Q. Ma, J. Bortnik, T. P. O'Brien, J. F. Fennell, J. B. Blake

“…Previously reported two‐stage decays are explicitly demonstrated to be a consequence of using integral fluxes.…”
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Hierarchical Control Based on Ramp Metering and Variable Speed Limit for Port Motorway by Weiqi Yue, Hang Yang, Meng Li, Yibing Wang, Yusheng Zhou, Pengjun Zheng

“…This paper proposes a hierarchical control method integrating ramp metering (RM) and variable speed limits (VSLs) explicitly designed for port motorway environments dominated by CVs. …”
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SYNCode: Synergistic Human–LLM Collaboration for Enhanced Data Annotation in Stack Overflow by Meng Xia, Shradha Maharjan, Tammy Le, Will Taylor, Myoungkyu Song

“…This framework is designed explicitly to facilitate collaboration between humans and LLMs for annotating complex, code-centric datasets such as Stack Overflow. …”
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HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction by Yue Luo, Lei Deng, Zhijian Huang

“…Traditional methods for identifying DDIs are labor-intensive and time-consuming, prompting the development of computational alternatives. …”
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Fast ion confinement in quasi-axisymmetric stellarator equilibria by P.J. Bonofiglo, D.W. Dudt, C.P.S. Swanson

“…The equilibria have not yet been explicitly optimized for fast particle confinement and require validation. …”
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Elucidating relationships between P.falciparum prevalence and measures of genetic diversity with a combined genetic-epidemiological model of malaria. by Jason A Hendry, Dominic Kwiatkowski, Gil McVean

“…We achieve this by combining the Ross-Macdonald model with an intra-host continuous-time Moran model, thus explicitly representing the evolution of individual parasite genomes in a traditional epidemiological framework. …”
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Multi-dimensional water quality indicators forecasting from IoT sensors: A tensor decomposition and multi-head self-attention mechanism. by Li Bo, Lv Junrui, Luo Xuegang

“…To overcome these limitations, we propose TGMHA (Tensor Decomposition and Gated Neural Network with Multi-Head Self-Attention), a novel hybrid model that integrates three key innovations: 1) Tensor-based Feature Extraction: We combine Standard Delay Embedding Transformation (SDET) with Tucker tensor decomposition to reconstruct raw time series into low-rank tensor representations, capturing latent spatio-temporal patterns while suppressing sensor noise. 2) Multi-Head Self-Attention for Inter-Indicator Dependencies: A multi-head self-attention mechanism explicitly models complex inter-dependencies among diverse water quality indicators (e.g., pH, dissolved oxygen, conductivity) via parallel feature subspace learning. 3) Efficient Long-Term Dependency Modeling: An encoder-decoder architecture with gated recurrent units (GRUs), optimized by adaptive rank selection, ensures efficient modeling of long-term dependencies without compromising computational performance. …”
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The significance of magnetized thermal radiation on the magnetohydrodynamic (MHD) behavior of Williamson hybrid ferrofluids over a stretching sheet by D. Thenmozhi, M. Eswara Rao, P.D. Selvi, RLV. Renuka Devi, S. Kiranmaiye, Ch. Nagalakshmi

“…The goal of this study is to investigate the fluid dynamics of a pseudoplastic Williamson nanofluid model, explicitly focusing on blood infused with magnetite (Fe2O3) and (Cu) copper nanoparticles, with the aim of enhancing its physiological and industrial applications. …”
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Land cover, more than monthly fire weather, drives fire-size distribution in Southern Québec forests: Implications for fire risk management. by Jean Marchal, Steve G Cumming, Eliot J B McIntire

“…We modelled fire size distributions in southern Québec as functions of fire weather and land cover, thus explicitly integrating some of the biotic interactions and feedbacks in a forest-wildfire system. …”
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Fast Intrinsic–Extrinsic Calibration for Pose-Only Structure-from-Motion by Xiaoyang Tian, Yangbing Ge, Zhen Tan, Xieyuanli Chen, Ming Li, Dewen Hu

“…However, bundle adjustment (BA)-based SfM is usually very time-consuming, especially when dealing with numerous unknown focal length cameras. …”
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