Comparison of porous and non-porous biochar for trimethoprim removal: Quantifying uncertainty in sorption and thermodynamic parameters over different pH and temperature by Nguyen Thi Phuong Thao, Pham Thi Le Na, Ky-Phuong-Ha Huynh, Bao-Trong Dang

“…The experimental data were statistically interpreted using the pseudo-second-order, modified intraparticle diffusion, and Langmuir isotherm model. …”
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A self-learning method with domain knowledge integration for intelligent welding sequence planning by Weidong Shen, Xuewen Wang, Juanli Li, Yong Wang, Xiaojun Qiao

“…Then, an algorithm to predict the welding deformation was developed. To improve the interpretability of the results, domain knowledge was integrated into the construction and training processes of a self-learning model. …”
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A Hybrid Neuro-Symbolic Pipeline for Coreference Resolution and AMR-Based Semantic Parsing by Christos Papakostas, Christos Troussas, Akrivi Krouska, Cleo Sgouropoulou

“…Large Language Models (LLMs) have transformed Natural Language Processing (NLP), yet they continue to struggle with deep semantic understanding, particularly in tasks like coreference resolution and structured semantic inference. …”
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MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers by Livia Lilli, Mario Santoro, Valeria Masiello, Stefano Patarnello, Luca Tagliaferri, Fabio Marazzi, Nikola Dino Capocchiano

“…The implementation of advanced techniques for automated extraction of structured information from textual data potentially enables access to expert knowledge in highly specialized contexts. …”
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UAV-Based Quantitative Assessment of Road Embankment Smoothness and Compaction Using Curvature Analysis and Intelligent Monitoring by Jin-Young Kim, Jin-Woo Cho, Chang-Ho Choi, Sung-Yeol Lee

“…Smart construction technology integrates artificial intelligence, Internet of Things, UAVs, and building information modeling to improve productivity and quality in construction. …”
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Life prediction and health assessment of aero-engine gas path using digital twin and deep learning by Mingyue Wu, Hong Zhou, Rao Yao, Shuhong Ren

“…Addressing the limitations of existing data-driven methods in feature extraction capabilities and dynamic interaction mechanisms, this study designs an improved Transformer model (TMR). By incorporating learnable position encoding, serial multi-head attention mechanisms, and an optimized multi-layer perceptron (MLP) structure, the model significantly enhances its ability to model time-series data and improve prediction accuracy. …”
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Conceptualization of the Subjective Image of Adulthood in the Semantic Space of a Linguistic Personality by Наталя Токарева, Анжеліка Шамне

“…The image of adulthood is interpreted by the authors as the most personalized systemic structure, which reflects the representation of the subjects of linguistic consciousness about the ideal self in the temporal perspective. …”
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Nécropoles multipolaires et élaboration d’un nouveau modèle socio-politique au premier âge du Fer : réflexions à partir des sites du Camp de l’Église Sud à Flaujac-Poujols (Lot) et... by Antoine Dumas

“…These new sites are marked by deep structural changes: large tumuli or graves replace small burial pits, complex, rich and varied sets of ceramics, weapons and adornment replace the small assemblages of ceramics seen before. …”
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Fastosh: a software for the treatment of XAFS datasets of environmental relevance or acquired in operando conditions by Gautier Landrot, Emiliano Fonda

“…Additionally, the software features unique functionalities that notably allow to filter in two dimensions and plot in three dimensions time-dependent datasets; rapidly deglitch chi spectra; automatically view in 2D or 3D and merge XAFS data acquired at the beamline; and visualize an EXAFS wavelet transform map as well as interpret it and its associated chi and Fourier transform spectra using a quick modelling approach where theoretical single scattering paths are employed. …”
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Integrating advanced neural network architectures with privacy enhanced encryption for secure and intelligent healthcare analytics by C. Ramesh Babu Durai, S. Dhanasekaran, M. Jamuna Rani, Sindhu Chandra Sekharan

“…“NeuroShield” includes characteristic-based access control (ABAC), Advanced Encryption Standard (AES), Multi-Factor Authentication (MFA) and differential privacy-based optimizations that provide strong protection. To increase the interpretation, AI (XAI) is used on the basis of size, making health experts capable of understanding model decisions. …”
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LLM-Enhanced Human–Machine Interaction for Adaptive Decision-Making in Dynamic Manufacturing Process Environments by Zozan Keskin, Dominik Joosten, Nils Klasen, Meike Huber, Chang Liu, Benny Drescher, Robert H. Schmitt

“…This challenge arises both from the complex data structures in which the data is provided, and the lack of analytical expertise. …”
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Heteroligand cobalt(II) complexes with some aromatic acid hydrazides and L-histidine by N.V. Troshanin, T.I. Bychkova

“…Extra stabilization of the heteroligand complexes has been identified and interpreted. The quantum-chemical optimization of the cobalt(II) heteroligand complex structure containing the single-charged anionic form of o-hydroxybenzoic acid hydrazide and histidine zwitterion has been carried out.…”
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Spatiotemporal evolution and coupling coordination of multi-objective and multi-dimensional water resources carrying capacity by Zhaoyang Li, Lei Cao, Shuxia Wang, Zhenxin Liu, Mingqian Ma

“…Using an integrated entropy weight method (EWM)-the technique for order preference by similarity to an ideal solution method (TOPSIS)-the Adversarial Interpretive Structure Modeling (AISM) method, the temporal evolution and spatial differentiation of WRCC in ten counties from 2000 to 2020 were assessed. …”
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Forensic Analysis of Marijuana: Approaches to Establishing Belonging to Previously Separated Plant Mass by A. N. Khokh, P. S. Voskanyan, A. A. Petrosyan

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Federal statehood of Russia and Germany in the mirror of constitutional and judicial law enforcement: the importance of German experience for Russian practice by Elena V. Gritsenko

“…Their ratio, as well as the actual status of the Federation and its constituent entities  reflect the features of a particular model of federal structure. Federal reform in Germany 2006-2009 was aimed to return competitive origins in the German federalism and was opposed to unitarist trends. …”
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A Recursive IndetermTree Soft Set (RIT-Soft Set) for Dynamic and Uncertain Performance Evaluation in College Competitive Sports, by Hai Yang, Cuijuan Lin

“…The results show that the RIT-Soft Set provides greater interpretability and adaptability compared to flat or deterministic models. …”
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QUALITY OF NATIONAL ECONOMIC GROWTH: FACTORS AND DETERMINANTS by Nikolaj I. Komkov, Mihail N. Dudin, Nikolaj V. Lyasnikov

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The Metrics for Promising R&D Early Forecast by Sergey Petrovich Kovalev

“…The key questions are described in details for source data formation to calculate more complex functional-based metrics using some lexical-graph R&D text models, to solve decomposition tasks and path search on graphs of terms collocations and co-words with the purpose of terminology evolution investigations, tautological definitions localization, and texts structure quality estimation. …”
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Theoretical and methodological aspects of personal brand formation in the digital environment by G. V. Dovzhik, V. N. Dovzhik, S. A. Musatova

“…The emphasis is made on the practical significance of the formation of a personal brand, the components, properties and areas of application of a personal brand are considered.The models of personality brand formation in both offline and online environment are described in accordance with the structural and substantive transformations currently taking place in the information sphere and the factors that influence the effectiveness of communication through a personal brand. …”
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Optimization of Ultimate Tensile Strength with DOE approach for application FSW process in the aluminum alloys AA6061-T651 and AA7075 -T651 by Mohammed Chaib, Abdelkader Slimane, Sid Ahmed Slimane, Abdelkader Ziadi, Benattou Bouchouicha

“…For each parameter, the effect of interaction with the rotation speed, the welding speed and the choice of the pin, were determined. A mathematical model between the response and the parameters are modeled, which represents the analytical part of this optimization.…”
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