Advancing overbreak prediction in drilling and blasting tunnel using MVO, SSA and HHO-based SVM models with interpretability analysis by Yulin Zhang, Jian Zhou, Jialu Li, Biao He, Danial Jahed Armaghani, Shuai Huang

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Rhythm-Based Attention Analysis: A Comprehensive Model for Music Hierarchy by Fangzhen Zhu, Changhao Wu, Qike Huang, Na Zhu, Tuo Leng

“…Deciphering the structural hierarchy of musical compositions is indispensable for a range of music analysis applications, encompassing feature extraction, data compression, interpretation, and visualization. …”
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Enhancing greenhouse management with interpretable AI: A natural language interface for advanced and optimization-based control by Ramesh Arvind Naagarajan, Stefan Streif

“…These results highlight the system's ability to deliver accurate, well-structured explanations without compromising control performance. …”
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Advanced predictive machine and deep learning models for round-ended CFST column by Feng Shen, Ishan Jha, Haytham F. Isleem, Walaa J.K. Almoghayer, Mohammad Khishe, Mohamed Kamel Elshaarawy

“…In contrast, the data-driven models presented here offer robust, adaptable, and interpretable solutions, underscoring their potential to transform design and analysis practices for CFST columns, ultimately fostering safer and more efficient structural systems.…”
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Research on Internal Structure and Mechanism of Landslide Based on Hydrogeophysical Investigation (Quan’an Landslide, Southwest China) by Xiangpeng Wang, Xuben Wang, Kunpeng Wang, Wei Luo, Junqiu Xiao, Jin Hu, Depan Hu

“…The smoothness constrained least square method and three-dimensional unstructured grid method are used to interpret the ERT data, analyze the abnormal patterns of electrical structure of landslide in different seasons, and correspond well with the GPR data. …”
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Philosophical and distinct SLE epitomes: dogmas in conflict with evidences and an intellectual dissonance between established pathophysiological models by Ole Petter Rekvig, Ole Petter Rekvig

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THE RECENT STRUCTURE AND THE ASSUMED HISTORY OF FORMATION OF THE CRUST IN THE SOUTH-EASTERN SEGMENT OF THE NORTH ASIAN CRATON ALONG REFERENCE PROFILE 3-DV by E. Yu. Goshko, A. S. Efimov, A. S. Sal’nikov

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Factor Structure and Invariance of a German Adaptation of the Primary Levenson Self-Report Psychopathy Scale by Deniz Cengiz Dericioğlu, Florian Schiller, Florian Schmitz

“…A solution comprising two correlated factors offered the best model fit. The allocation of the three Machiavellianism items to the two factors differed from that found in previous studies and suggested an interpretation of the factors as egocentricity and deceitfulness. …”
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Experimental and computational study on dynamic analysis of cracked simply supported structures under moving mass by Cihan O. Bulut, Shakti P. Jena, Serpil Kurt

“…By utilizing ANSYS Workbench 2020, transient� structural analysis has been carried out. The mode shapes and the frequency ratios of damaged simply supported beam have also been determined.� To validate the numerical and FEM models, the experiments with damaged beams have been carried out in the laboratory. …”
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Scoring protein-ligand binding structures through learning atomic graphs with inter-molecular adjacency. by Debby D Wang, Yuting Huang

“…To provide more confidence in the predicted binding strengths, we have interpreted the deep learning model from the model level and in a post-hoc analysis. …”
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EKNet: Graph Structure Feature Extraction and Registration for Collaborative 3D Reconstruction in Architectural Scenes by Changyu Qian, Hanqiang Deng, Xiangrong Ni, Dong Wang, Bangqi Wei, Hao Chen, Jian Huang

“…In recent years, geometric reconstruction of building structures has been partially studied, but there is a lack of alignment fusion studies for multi-UAV (Unmanned Aerial Vehicle)-reconstructed geometric structure models. …”
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CoTHSSum: Structured long-document summarization via chain-of-thought reasoning and hierarchical segmentation by Xiaoyong Chen, Zhiqiang Chen, Shi Cheng

“…In this paper, we propose a novel summarization framework that integrates hierarchical input segmentation with Chain-of-Thought (CoT) prompting to guide LLMs through structured, interpretable reasoning. Our method decomposes long documents into semantically coherent segments, applies CoT-based prompting for intermediate summary reasoning, and employs structure-guided decoding to compose high-quality final summaries. …”
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Kinetics deformation of current-voltage characteristics of the varistor oxide structures due to overcharging of the localized states by A. S. Tonkoshkur, A. V. Ivanchenko

“…Experimental studies have confirmed the possibility of applying the discovered laws to ceramic varistor structures. The proposed model allows interpreting the «anomalous» effects (such as increase in the classification voltage and reduction of active losses power) observed during the varistors accelerated ageing test.…”
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Prediction on Slip Modulus of Screwed Connection for Timber–Concrete Composite Structures Based on Machine Learning by Wen-Wu Lu, Yu-Wei Chen, Ji-Gang Xu, Hui-Feng Yang, Hao-Tian Tao, Wei Zheng, Ben-Kai Shi

“…Screwed connections are widely adopted in timber–concrete composite (TCC) structures. Owing to the diverse connection configurations and complex shear mechanisms, existing empirical models or theoretical formulas cannot accurately and efficiently predict the shear modulus of a screwed connection. …”
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Research on the Structure of Indo-European Dialect Continuum by Comparing Swadesh Lists of the Closest Descendant Languages by G. M. Telezhko

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Systematic analysis of the relationship between fold-dependent flexibility and artificial intelligence protein structure prediction. by Neshatul Haque, Jessica B Wagenknecht, Brian D Ratnasinghe, Michael T Zimmermann

“…Recent large-scale application of AI models for protein structure prediction has changed perceptions about complicated biological problems and empowered a new generation of structure-based hypothesis testing. …”
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Integrating Multimodal Neuroimaging and Genetics: A Structurally-Linked Sparse Canonical Correlation Analysis Approach by Jiwon Chung, Sunghun Kim, Ji Hye Won, Hyunjin Park

“…The structurally linked brain regions were assessed using diffusion tensor imaging, which quantifies the presence of neuronal fibers, thereby grounding our approach in biologically well-founded prior knowledge within the SCCA model. …”
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Classification of Russian regions taking into account the structure of informal employment and the level of socio-economic development by E. I. Dubravskaya

“…Five groups of regions are obtained, homogeneous in terms of the structural characteristics of informal employment and generalized factors of socio-economic development. …”
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Teaching emergency ultrasound to emergency medicine residents: a scoping review of structured training methods by Leila L. PoSaw, Brandon M. Wubben, Nicholas Bertucci, Gregory A. Bell, Heather Healy, Sangil Lee

“…We performed a scoping review to determine the (1) characteristics and (2) outcomes of published structured training methods, (3) the quality of publications, and (4) the implications for research and training. …”
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Ground Penetrating Radar for Monitoring Damage in Reinforced Concrete Bridges: A Reliable Tool for Structural Health Assessment by Olumuyiwa Falowo, Victor Oluwasegunfunmi, Ajiboye Babatunde, Olabisi Kunle

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