Theoretical Analysis of Real Estate Market Equilibrium Under Pandemic Shocks by Cong Xu

“…This study not only enriches the analytical tools of real estate economics but also provides theoretical support for relevant policy formulation.…”
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Competing failure modes in hole expansion testing of AHSS sheets by Wagner Leopold, Larour Patrick, Freudenthaler Johann, Trattnig Gernot, Berger Erich

“…To identify limit edge strains of AHSS sheets, a multitude of parameter identification tests can be conducted. Among these, hole expansion tests (HET) using different punch geometries are most common. …”
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Heat stress in social housing districts: tree cover–built form interaction by Carlos Lopez-Ordoñez, Elena Garcia-Nevado, Helena Coch, Michele Morganti

“…Using mean radiant temperature (MRT) as a key parameter, simulations were conducted to assess the influence of trees on heat stress in two districts differing in building types: linear blocks versus towers. …”
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Self-supervision advances morphological profiling by unlocking powerful image representations by Vladislav Kim, Nikolaos Adaloglou, Marc Osterland, Flavio M. Morelli, Marah Halawa, Tim König, David Gnutt, Paula A. Marin Zapata

“…However, traditional feature extraction tools such as CellProfiler are computationally intensive and require frequent parameter adjustments. …”
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Energy Distribution of a Regular Black Hole Solution in Einstein-Nonlinear Electrodynamics by I. Radinschi, F. Rahaman, Th. Grammenos, A. Spanou, Sayeedul Islam

“…We conclude that the Einstein and Møller energy momentum complexes can be considered as the most reliable tools for the study of the energy momentum localization of a gravitating system.…”
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Congestion Control for a Fair Packet Delivery in WSN: From a Complex System Perspective by Daniela Aguirre-Guerrero, Ricardo Marcelín-Jiménez, Enrique Rodriguez-Colina, Michael Pascoe-Chalke

“…From this perspective, the tools and models that have been developed to study this kind of systems have been applied. …”
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CRTFASTGEEPWR: A SAS Macro for Power of Generalized Estimating Equations Analysis of Multi-Period Cluster Randomized Trials with Application to Stepped Wedge Designs by Ying Zhang, John S. Preisser, Fan Li, Elizabeth L. Turner, Paul J. Rathouz

“…While generalized estimating equations (GEE) are commonly used to provide population-averaged inference in CRTs, there is a gap of general methods and statistical software tools for power calculation based on multi-parameter, within-cluster correlation structures suitable for multi-period CRTs that can accommodate both complete and incomplete designs. …”
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Comparison of Surface Current Measurement Between Compact and Square-Array Ocean Radar by Yu-Hsuan Huang, Chia-Yan Cheng

“…High-frequency (HF) ocean radars have become essential tools for monitoring surface currents, offering real-time, wide-area coverage with cost-effectiveness. …”
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Long Short-Term Memory Neural Network Combined With a Hybrid-Modular Clockwork Structure for Transient Modeling of Nonlinear Circuits by Razieh Moradi Chaleshtori, Amin Saboohi, Amin Faraji, Sayed Alireza Sadrossadat, Ali Moftakharzadeh, Yvon Savaria

“…The proposed CWLSTM method is considered a more powerful yet simpler model than conventional LSTM due to its reduced parameter count and more efficient structure and training strategy. …”
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The exactness of the ℓ1 penalty function for a class of mathematical programs with generalized complementarity constraints by Yukuan Hu, Xin Liu

“…We first provide an instance from this class, the exactness of whose ℓ1 penalty function cannot be derived by existing tools. We then establish the exactness results under rather mild conditions. …”
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Non-invasive acoustic classification of adult asthma using an XGBoost model with vocal biomarkers by Yi Lyu, Quan-Cheng Jiang, Shuai Yuan, Jing Hong, Chun-Feng Chen, Hai-Mei Wu, Yi-Qin Wang, Yu-Jing Shi, Hai-Xia Yan, Jin Xu

“…An Extreme Gradient Boosting model utilizing features from the extended Geneva Minimalistic Acoustic Parameter Set is an accurate and viable non-invasive method for classifying adult asthma, holding significant potential for developing accessible tools for early diagnosis, remote monitoring, and improved asthma management.…”
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PRO-BiGRU: Performance Evaluation Index System for Hardware and Software Resource Sharing Based on Cloud Computing by Nan Wang

“…Performance data is collected using system monitoring tools, and experiments are conducted to validate the model's effectiveness. …”
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Bordetella hinzii Genomic Characteristics and Vaccine Target Discovery by Jin Rui, Mao Junjie, Deng Yuhang, Wu Wenwei, Liang Xuechen, Zheng Enhui, Li Quwen

“…The pan-genome was open (7,530 genes; Heaps’ law parameter B = 0.35). Two outer membrane proteins, LptD and BamD, were identified as vaccine candidates (antigenicity scores >0.4; no host homology). …”
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Modeling the Inter-Arrival Time Between Severe Storms in the United States Using Finite Mixtures by Ilana Vinnik, Tatjana Miljkovic

“…The results demonstrate the model’s effectiveness in predicting severe storm recurrence intervals, offering valuable tools for managing risk in the property and casualty insurance industry.…”
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Customer segmentation in the digital marketing using a Q-learning based differential evolution algorithm integrated with K-means clustering. by Guanqun Wang

“…Contemporary artificial intelligence technologies have emerged as the predominant tools for customer segmentation, owing to their robust capabilities in analyzing complex datasets and extracting profound customer insights. …”
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Deflagration Pressure Prediction Using the NFPA 68 Engineering Model: Sensitivity of Fuel-air Gas Properties by Stefan Kraft, Marius Bloching, Lorenz Boeck

“…., hydrogen at 29.5%), and obtaining specific mixture properties often requires specialized chemical databases or modeling tools. This work explores three aspects of this problem: summarizing resources and methods for obtaining gas properties; performing a sensitivity study for a 20-ft ISO container geometry to determine parameter impacts; and comparing NFPA 68 pressure predictions against large-scale experimental results using both default and calculated mixture-specific properties. …”
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Delayed Taxation and Macroeconomic Stability: A Dynamic IS–LM Model with Memory Effects by Ciprian Panzaru, Sorin Belea, Laura Jianu

“…The analysis offers policy-relevant insights, suggesting that reducing fiscal response delays or counteracting them with other stabilisation tools is crucial for macroeconomic stability.…”
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Towards Accountability: A Primer on the Space Debris Problem and an Overview of the Legal Issues Surrounding It by William Schonberg

“…As a result, a major design parameter for Earth-orbiting spacecraft is the possibility of such high-speed impacts and the damage they can cause. …”
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Using Moran’s I For Detection And Monitoring Of The Covid-19 Spreading Stage In Thailand During The Third Wave Of The Pandemic by Parichat Wetchayont, Katawut Waiyasusri

“…Finally, these findings could be used to create monitoring tools and policy prevention planning in future.…”
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No Country for Old Frameworks? Vertex Models and Their Ongoing Reinvention to Study Tissue Dynamics by Natalia Briñas-Pascual, Jake Cornwall-Scoones, Daniel P. O’Hanlon, Pilar Guerrero, Ruben Perez-Carrasco

“…Vertex models have become essential tools for understanding tissue morphogenesis by simulating the mechanical and geometric properties of cells in various biological systems. …”
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