LLM in the Loop: A Framework for Contextualizing Counterfactual Segment Perturbations in Point Clouds by Veljka Kocic, Niko Lukac, Dzemail Rozajac, Stefan Schweng, Christoph Gollob, Arne Nothdurft, Karl Stampfer, Javier del Ser, Andreas Holzinger

“…By leveraging the reasoning capabilities of LLMs, we generate perturbations that are not only computationally efficient but also semantically meaningful. The proposed framework undergoes rigorous evaluation, combining human inspection of LLM-generated suggestions with quantitative analysis of semantic classification model performance across different LLM variants. …”
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Design and evaluation of a multi-epitope DNA vaccine against HPV16 by Lanfang Zhu, Xiangjie Cui, Zhiling Yan, Yufen Tao, Lei Shi, Xinwen Zhang, Yufeng Yao, Li Shi

“…Additionally, our study investigated the effects of different immunization intervals on immune responses, aiming to optimize a time-efficient immunization program. …”
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Buserelin shortens the estrus-to-ovulation interval and improves the pregnancy outcomes in gilts treated with a fixed-time artificial insemination by Zhicheng Shi, Zhicheng Shi, Zhicheng Shi, Zhicheng Shi, Zhicheng Shi, Zongyu Wang, Zongyu Wang, Zongyu Wang, Zongyu Wang, Zongyu Wang, Lei An, Lei An, Lei An, Lei An, Lei An, Zhi Li, Linghua Cheng, Yuan Yue, Min Guo, Xiaodong Wang, Haiqing Liu, Li Ren, Jianhui Tian, Jianhui Tian, Jianhui Tian, Jianhui Tian, Jianhui Tian, Qin Li, Qin Li, Qin Li, Qin Li, Qin Li, Shumin Wang, Shumin Wang, Shumin Wang, Shumin Wang, Shumin Wang

“…Fixed-time artificial insemination (FTAI) is currently a standardized protocol for pig reproductive management. Efficient ovulation synchronization induced by GnRH analogs is critical for ensuring the pregnancy outcomes of FTAI. …”
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Healthcare workers safety: a cohort study using healthcare utilisation databases on vaccination and vaccine timeliness impact against SARS-CoV-2 infection by Edlira Skrami, Andrea Faragalli, Marica Iommi, Marco Morbidoni, Cristina Mancini, Antonella Guidi, Annalisa Cardone, Marco Pompili, Pietro Serafini, Remo Appignanesi, Luigi Ferrante, Flavia Carle

“…This underscores the importance of efficiently organizing vaccination administration across different territories and for all HCW categories.…”
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An intranasally administered IgM protects against antigenically distinct subtypes of influenza A viruses by Ashwin Kumar Ramesh, Jwala Priyadarsini Sivaccumar, Xiaohua Ye, Luona Yang, Hailong Guo, Chen-Ni Chin, Sha Ha, John W. Shiver, William R. Strohl, Yan Xu, Haijuan Du, Tongqing Zhou, Ningyan Zhang, Kai Xu, Xinli Liu, Tong-Ming Fu, Zhiqiang An

“…Here, we construct 18 IgM antibodies from known broadly neutralizing IgGs targeting different IAV HA epitopes and evaluate their breadth and potency of neutralization against distinct H1N1 and H3N2 IAVs. …”
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ItemComplex: A Python-based visualization framework for ex-post organization and integration of large language-based datasets by Karina Janson, Karl Gottfried, Olaf Reis, Johannes Kornhuber, Anna Eichler, Michael Deuschle, Tobias Banaschewski, Frauke Nees, IMAC-Mind Consortium

“…Results The ItemComplex framework was evaluated using four existing large datasets from four different cohort studies and demonstrated successful data visualization across multi-item instruments within and across studies. …”
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NeuroScale: evolutional scale-based protein language models enable prediction of neuropeptides by Hongqi Zhang, Shanghua Liu, Wei Su, Xueqin Xie, Junwen Yu, Fuying Dao, Mi Yang, Hao Lyu, Hao Lin

“…By providing a scalable and efficient deep learning framework, NeuroScale paves the way for future research in neuropeptide function, disease mechanisms, and therapeutic applications.…”
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Magnetic reversibility accompanied by thermal hysteresis in magnetocaloric materials: A lock-in thermography study by Jorge Revuelta-Losada, Aun N. Khan, Luis M. Moreno-Ramírez, Jia Yan Law, Anit K. Giri, Victorino Franco

“…This highlights the significance of direct characterization methods of the magnetocaloric response over indirect approaches and its usefulness for the design of materials for efficient refrigeration devices.…”
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Validation of a Swine Cough Monitoring System Under Field Conditions by Luís F. C. Garrido, Gabriel S. T. Rodrigues, Leandro B. Costa, Diego J. Kurtz, Ruan R. Daros

“…The technology tested was shown to be efficient for monitoring cough sounds in a commercial swine production facility. …”
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Fixed-Bed Columns of Avocado (<i>Persea americana</i> Hass.) Seed and Peel Biomass as a Retainer for Contaminating Metals by Andrés Gómez-Naranjo, Cristina Mayorga-Naranjo, Pamela Y. Vélez-Terreros, Gabriela S. Yánez-Jácome, Augusto Oviedo-Chávez, Hugo Navarrete, Julio Vinueza-Galáraga, David Romero-Estévez

“…Results showed that fixed-bed columns allow efficient adsorption of Pb (2.6 mg/g) with ethanol pretreatment. …”
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Management of Tomato Damping-off Disease in the Nursery Using of Trichoderma asperellum by Kishor Chand Kumhar, Kuldeep Kumar, Indu Arora, Arun Kumar Bhatia, Vinod Kumar Batra, Hans Raj

“…This formulation can successfully be used through different methods to take care of tomato damping off. …”
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Enhancing Urban Land Utilization Through SegFormer: A Vacant Land Analysis in Chengdu by Xi Cheng, Jieyu Yang, Bin Li, Bin Zhao, Deng Pan, Zhanfeng Shen, Qian Zhu, Miaomiao Liu

“…This framework provides the accurate and efficient tool for UVL identification, contributing to improved urban land utilization and offering valuable insights for future research and urban planning.…”
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Neural network quantification for solar radiation prediction: An approach for low power devices by Brenda Alejandra Villamizar-Medina, Angelo Joseph Soto Vergel, Byron Medina-Delgado, Darwin Orlando Cardozo-Sarmiento, Dinael Guevara-Ibarra, Oriana Alexandra Lopez-Bustamante

“…Metrics such as root mean square error (RMSE) of 44.24 and R² of 0.96 indicate that the selected quantized model differs from the original non-quantized model by less than 0.5% in RMSE and 0.04% in R². …”
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Modulating contact properties by molecular layers in organic thin‐film transistors by Li Sun, Yating Li, Jiacheng Xie, Liqi Zhou, Peng Wang, Jian‐Bin Xu, Yi Shi, Xinran Wang, Daowei He

“…We utilize these organic crystals to fabricate bottom‐gate staggered OTFTs with different contact processes. The results show that the contact properties of OTFTs are obviously modulated by crystal layers. …”
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GIS-Based Fuzzy-AHP Framework for Identifying Suitable Hubs for Offshore Wind and Clean Hydrogen Production by Karen F. Paula, Hayro A. Pumalloclla Castilla, Mahdi Pourakbari-Kasmaei, Fabian Heymann, Djalma M. Falcao, Joel D. Melo

“…Such energy hubs are strategies to combine different infrastructures in specific regions, thus enabling synergies among them regions and make more efficient use of available resources. …”
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MoSe2 enriched with borophene towards promotion of electroactivity of Hydrogen Evolution Reaction – in situ and post mortem studies by Daria Baranowska, Jolanta Woronowska, Paweł Sać, Ewa Mijowska

“…Therefore, this work highlights the potential of metal-free electrocatalysts in the promotion of HER processes, making a milestone forward to efficient and sustainable energy conversion systems.…”
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An Intelligent Agent-Based Resilient Framework for Marine Vessel Mission Adaptations by Nikos Kougiatsos, Evelien L. Scheffers, Marcel C. van Benten, Dingena L. Schott, Peter de Vos, Rudy R. Negenborn, Vasso Reppa

“…To make this transport more efficient, vessel design must adapt to changing missions, regulations and the occurrence of malfunctions. …”
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Unsteady dean flow of dusty fluids between two oscillating cylinders by Jibrin Danjuma Yahaya, Benedict Celestine Agbata, Olayiwola Rasaq Oyeyemi, Muhammed Raji, Isaac Adaji, Danjuma Abdul Yusuf, Emmanuel Olorunfemi Senewo

“…Steady-state solutions for the velocity, skin frictions, and vorticity (for the case of oscillation with different frequencies, non-oscillating cases, and oscillating with the same frequency) are obtained in closed forms to validate the method employed at large time values. …”
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A novel ensemble model for multi-temporal forest vegetation classification: integrating spectral-temporal features and topographic constraints by Rongfei Duan, Chunlin Huang, Peng Dou, Jinliang Hou, Ying Zhang

“…While remote sensing combined with modeling algorithms enables efficient forest monitoring, existing approaches frequently treat multi-temporal imagery as one-dimensional sequences, capturing only temporal trends within spectral bands and neglecting the joint spectral-temporal dynamics essential for fine-scale forest classification. …”
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Photocatalytic degradation of antibiotics and antimicrobial and anticancer activities of two-dimensional ZnO nanosheets by Abhik Bhuin, Saranya Udayakumar, Janani Gopalarethinam, Debdyuti Mukherjee, Koyeli Girigoswami, Caroline Ponraj, Sujoy Sarkar

“…Thus, ZnO nanosheets showed a nontoxic nature, which can be exploited as promising alternatives in different biomedical applications.…”
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