On Multi‐Model Assessment of Complex Degradation Paths: The Fate of Diclofenac and Its Transformation Products by Laura Ceresa, Alberto Guadagnini, Paula Rodríguez‐Escales, Monica Riva, Xavier Sanchez‐Vila, Giovanni M. Porta

“…The study is motivated by recognizing that modeling of bio‐mediated reactions of recalcitrant compounds in soil and aquifers is plagued by uncertainty. At the same time, process‐based models often require the parameterization of complex physico‐chemical processes, a situation which is exacerbated by the paucity of direct observations. …”
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A Multi-Machine and Multi-Modal Drift Detection (M2D2) Framework for Semiconductor Manufacturing by Chin-Yi Lin, Tzu-Liang (Bill) Tseng, Tsung-Han Tsai

“…An interpretability layer—using attention visualization or SHAP/LIME—delineates which sensors, logs, or batch identifiers precipitate each drift alert, accelerating root-cause analysis. An active learning loop dynamically refines threshold settings and model parameters in response to real-time feedback, reducing false positives while adapting to evolving production conditions. …”
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Using Sensor Errors to Define Autonomous System Situational Awareness by Donald H. Costello, Paola Jaramillo Cienfuegos, Huan Xu

“…Autonomous uncrewed aerial systems (UASs) are expected to operate without a human being in or on the loop. As there will not be a human to interpret the environment, the autonomous UAS is expected to make aeronautical decisions based on situational awareness (SA). …”
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A Data-Driven Approach to Estimate Changes in Peak Knee Contact Force With Exoskeleton Assistance by Delaney E. Miller, Ashley E. Brown, Nicholas A. Bianco, Scott L. Delp, Steven H. Collins

“…Lower-limb exoskeletons could benefit individuals with knee osteoarthritis by reducing knee loading. Real-time estimation of knee loads could accelerate the development of load-reducing exoskeletons. …”
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Acute paraesophageal hernia with gastric volvulus. Results of surgical treatment: a systematic review and meta-analysis by Carlos Manterola, Enrique Biel, Josue Rivadeneira, Manuel Pera, Luis Grande

“…Abstract Introduction Acute gastric volvulus (AGV), is an uncommon complication of large paraesophageal hernias (PEH), resulting in closed-loop obstruction that may lead to incarceration and strangulation. …”
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A Downmodulated MicroRNA Profiling in Patients with Gastric Cancer by Tao Zhang, Chang Liu, Shi Huang, Yuanping Ma, Jiansong Fang, Yuanneng Chen

“…A high-throughput miR sequencing method was applied to detect the aberrantly expressed miRs in a subset of 6 paired samples. The stem-loop quantitative real-time polymerase chain reaction (qRT-PCR) assay was subsequently performed to confirm the sequencing results in the remaining 6 paired samples. …”
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Technical and Financial Assessment of Glazed and Evacuated Tubes Solar Collectors for Domestic Water Heating Application in Palestine by Aysar Yasin

“…Palestine owns high potential of solar energy radiations at the same time it suffers from high prices and shortage of conventional energy sources. …”
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Effect of Ultrasonic Nanocrystalline Surface Modification (UNSM) on Stress Corrosion Cracking of 304L Stainless Steel by Hyunhak Cho, Young-Ran Yoo, Young-Sik Kim

“…Furthermore, it led to a longer crack initiation time, a reduced crack propagation rate, and improved SCC properties.…”
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EzSkiROS: enhancing robot skill composition with embedded DSL for early error detection by Momina Rizwan, Christoph Reichenbach, Ricardo Caldas, Matthias Mayr, Volker Krueger

“…Since running a robot is an expensive task, finding errors at runtime can prolong the debugging loop or even cause safety hazards. This paper proposes an approach to help developers catch these errors as soon as we have some context (typically at pre-launch time) with minimal additional efforts. …”
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LEGAL FOUNDATIONS FOR THE DEVELOPMENT OF A CIRCULAR BIOECONOMY: UKRAINIAN AND EUROPEAN DIMENSIONS by Olena Hafurova, Volodymyr Yermolenko, Tamara Novak

“…The authors consider such an alternative to be a circular economy based on the principles of closed-loop technologies and rational resource and energy consumption. …”
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Comparison of Deep Transfer Learning Against Contrastive Learning in Industrial Quality Applications for Heavily Unbalanced Data Scenarios When Data Augmentation Is Limited by Amir Farmanesh, Raúl G. Sanchis, Joaquín Ordieres-Meré

“…Additionally, we introduce a novel adaptive inspection framework that integrates human-in-the-loop feedback with domain adaptation techniques for continuous model improvement in production environments. …”
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Intra-Domain Routing Protection Scheme Based on the Minimum Cross-Degree Between the Shortest Path and Backup Path by Haijun Geng, Xuemiao Liu, Wei Hou, Lei Xu, Ling Wang

“…The existing methods, such as Loop Free Alternative (LFA) and Equal Cost Multiple Paths (ECMP), have some shortcomings in terms of fast fault detection, fault response, and fault recovery processes, such as long fault recovery time, limitations of routing protection strategies, and requirements for network topology. …”
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Study of acute toxicity of dimeric dipeptide mimetic of neurotrophin-3 in mice by I. V. Alekseev, I. A. Miroshkina, A. V. Sorokina, S. V. Alekseeva, A. V. Volkova, A. D. Zakharov, K. S. Kachalov, I. B. Tsorin, L. G. Kolik, A. D. Durnev

“…The aim of this work was to evaluate the acute toxicity of the novel dimeric dipeptide mimic of the fourth loop of NT-3 (compound GTS-301) after intraperitoneal administration in female and male outbred mice.Materials and methods. …”
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Steering-Angle Prediction and Controller Design Based on Improved YOLOv5 for Steering-by-Wire System by Cunliang Ye, Yunlong Wang, Yongfu Wang, Yan Liu

“…Finally, a strict stability analysis based on Lyapunov stability theory ensures the boundedness of all signals within the closed-loop system. Numerical simulations and experiments have shown that the proposed method provides a 39.16% better root mean squared error (RMSE) score than traditional backstepping control, and it achieves good estimation performance for angles, angular velocity, and unknown disturbances.…”
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End-to-end multiple object tracking in high-resolution optical sensors of drones with transformer models by Yubin Yuan, Yiquan Wu, Langyue Zhao, Yuqi Liu, Yaxuan Pang

“…This module ensures that the long-term interaction modules maintain semantic consistency, allowing for more accurate and continuous tracking over time. The refined data and stored trajectories are then used as input for subsequent frame processing, creating a feedback loop that sustains tracking accuracy. …”
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HI-TAM, a hybrid intelligence framework for training and adoption of generative design assistants by Yaoli Mao, Janet Rafner, Janet Rafner, Yi Wang, Jacob Sherson

“…Culminating in the HI-TAM, our contribution to human-AI interaction is 4-fold including (i) domain-specific suitability of the HI approach for real-world application design, (ii) a programmable common language that facilitates the clear communication of expert design goals to the generative algorithm, (iii) a human-centered continual training loop that seamlessly integrates AI training into the expert's workflow, (iv) a hybrid intelligence narrative that encourages the psychological willingness to invest time and effort in training a virtual assistant. …”
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Learning efficient haptic shape exploration with a rigid tactile sensor array. by Sascha Fleer, Alexandra Moringen, Roberta L Klatzky, Helge Ritter

“…The proposed algorithm simultaneously optimizes main perception-action loop components: feature extraction, integration of features over time, and the control strategy, while continuously acquiring data online. …”
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POVERTY MACRO SYSTEM DYNAMICS MODELING BASED ON SIMULTANEOUS EQUATIONS MODELS by Bagus Sumargo, Irman Firmansyah, Asep Anwar Nugraha, Mulyono Mulyono, Dania Siregar, Felia Aidah Nuriza

“…Furthermore, the three simultaneous equations show a causal loop diagram (CLD) in a system dynamics model. The mean absolute percentage error (MAPE) is 2.34%, meaning that the macro poverty model is valid. …”
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Factors associated with contrast-associated acute kidney injury in an emergency department: A cohort study in Lebanon. by Moustafa Al Hariri, Sally Al Hassan, Malak Khalifeh, Hani Tamim, Imad El Majzoub, Tharwat El Zahran

“…The IRB waived the need to consent patients since many of them were not followed up at the time of the study.<h4>Results</h4>The study included 1832 patients, of whom 10.4% (n = 190) developed CA-AKI. …”
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A hybrid recommendation system for Chinese character components using a dual-tower neural network and a deterministic algorithm by Shaoqing Yang

“…The system’s cognitive loop design—featuring real-time visual feedback (zooming/highlighting)—significantly enhances learners’ morphological awareness. …”
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