An Empirically Validated Framework for Automated and Personalized Residential Energy-Management Integrating Large Language Models and the Internet of Energy by Vinícius Pereira Gonçalves, Andre Luiz Marques Serrano, Gabriel Arquelau Pimenta Rodrigues, Matheus Noschang de Oliveira, Rodolfo Ipolito Meneguette, Guilherme Dantas Bispo, Maria Gabriela Mendonça Peixoto, Geraldo Pereira Rocha Filho

“…Multiple regression analysis (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mi>R</mi><mn>2</mn></msup><mspace width="3.33333pt"></mspace><mo>=</mo><mspace width="3.33333pt"></mspace><mn>0.68</mn></mrow></semantics></math></inline-formula>, <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>p</mi><mo><</mo><mn>0.001</mn></mrow></semantics></math></inline-formula>) identified household size, ambient temperature, and frequency of user engagement as the principal determinants of consumption. This research advances the theoretical understanding of human–AI interaction in energy management and provides robust empirical evidence of the effectiveness of LLM-mediated behavioral interventions. …”
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Accuracy of photorespiration and mitochondrial respiration in the light fitted by CO2 response model for photosynthesis by Zhengwen Niu, Zi-Wu-Yin Ye, Qi Huang, Chunju Peng, Huajing Kang

“…The identified non-linear regulatory patterns and model limitations provide actionable insights for advancing carbon metabolism theory and optimizing crop carbon assimilation strategies under rising atmospheric CO2, with implications for climate-resilient agricultural practices.…”
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Analysis of Animal Models of Myasthenia Gravis Based on Its Clinical Characteristics in Chinese and Western Medicine by CHEN Yuhan, CHEN Jinling, LI Xin, OU Yanhua, WANG Si, CHEN Jingyi, WANG Xingyi, YUAN Jiali, DUAN Yuanyuan, YANG Zhongshan, NIU Haitao

“…This review provides a theoretical foundation for optimizing MG animal model design, advancing the research on the combination of Chinese and Western medicine, and supporting efficacy assessment and mechanism exploration of Chinese herbal prescriptions.…”
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Multi-objective allocation optimization model for water resources from a coal mine in the Inner Mongolia-Shaanxi contiguous area by Hechao MIAO, Shuning DONG, Hao WANG, Yuanyuan YANG, Wei QIAO, Xiaodong WANG, Dongqi WANG, Hongyang FU, Yuting LIU

“…The results of this study provide a theoretical basis and practical guidance for the scientific management and comprehensive utilization of mine water in mining areas while also offering a reference for the allocation optimization of similar resources.…”
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Effects of different transplanting seedling ages and nitrogen managements on plant type of indica hybrid rice by Lü Tengfei, Zhou Wei, Sun Yongjian, Zhu Yi, Yan Fengjun, Yang Zhiyuan, Ma Jun

“…Split plot was conducted with transplanting seedling ages (35 d, 50 d and 65 d) as main plot and nitrogen application strategy (0% panicle fertilizer, 20% panicle fertilizer, 40% panicle fertilizer and 60% panicle fertilizer) as sub-plot. The aims were to provide the theoretical and practical data for improving the grain yield of old transplanting seedling age in hilly areas.The results showed that the LAI at full heading stage decreased with the extension of seedling age, and the average LAI of 65 d seedling age was significantly lower than 35 d and 50 d, but due to the larger and wider of top 3 leaves of 65 d seedling age, its high effective leaf area ratio was significantly larger than that 35 d and 50 d. …”
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Construction of a sugar and acid content estimation model for Miliang-1 kiwifruit during storage by LIU Li, YANG Tianyi, DONG Congying, SHI Caiyun, SI Peng, WEI Zhifeng, GAO Dengtao

“…This study aims to develop a reliable and efficient method for evaluating the quality of kiwifruit during storage without damaging the samples, thereby providing a more practical and economical solution for the kiwifruit industry. …”
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The Past and Present of Instructional Design in Online Learning: Trends and Emerging Directions by Adem Özkan, İsak Çevik, Esin Saylan, Ünal Çakıroğlu

“…Additionally, this study offered practical recommendations for selecting and implementing models that align with the dynamic needs of learners and supported future advancements in instructional design, to foster innovation and effective learning in diverse educational contexts. …”
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A survey of model compression techniques: past, present, and future by Defu Liu, Yixiao Zhu, Zhe Liu, Yi Liu, Changlin Han, Jinkai Tian, Ruihao Li, Wei Yi

“…To meet the urgent demand for efficient deployment, we delve into several compression methods—such as quantization, pruning, low-rank decomposition, and knowledge distillation—emphasizing their fundamental principles, recent advancements, and innovative strategies. By offering insights into the latest developments and their implications for practical applications, this review serves as a valuable technical resource for researchers and practitioners, providing a range of strategies for model deployment and laying the groundwork for future advancements in model compression.…”
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The ACP and LLM-based framework for criminology: a review and prospect by LIU Jiaxi, WANG Xingxia, FAN Lili, HUANG Jun, ZHANG Ning, MENG Qingzhen

“…Given the challenges in practical applications, interdisciplinary collaboration and technological innovation are necessary to further advance criminological studies and improve crime prevention effectiveness.…”
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Contrasting Small Group Learning in Traditional Settings with Virtual Museum Environments for Pathology Learning by Shruti Vimal, Meksha Mehta, Sunit Jadhav

“…This innovative approach meets the evolving needs of students and aligns with current trends in educational methodologies, offering a promising avenue for future advancements in medical teaching and learning practices.…”
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Ethylene scavengers for extended freshness: A critical comparison between physisorption and chemistry process by Yanan Wang, Jingfei Xu, Rinat M. Iskakov, Xicheng Jia

“…Incorporating these catalysts with porous materials, such as zeolites, enhances ethylene adsorption while providing multifunctional benefits, including antibacterial activity. …”
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A deep neural network approach for optimizing charging behavior for electric vehicle ride-hailing fleet by Kaizhe Chen, Jin Liu, Wenjing Lyu, Tianyuan Wang, Jinxi Wen

“…The novelty of this study lies in its novel combination of deep learning algorithms with large-scale real-world charging data, proposing a new method for optimizing EV ride-hailing charging behavior, and providing practical solutions for promoting electric vehicle adoption and achieving low-carbon transportation.…”
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Symmetric anion exchange membranes enhance arsenic removal and overcome conductivity limitations in FCDI systems by Siyao Zhang, Purui Wang, Wenchao Xue, Wanni Zhang, Fangyuan Liu, Chaoge Yang, Hanlong Liu, Yang Zhang, Zimeng Zhang, Chunpeng Zhang

“…Our findings signify a practical advancement in FCDI, presenting a potentially robust and efficacious strategy for arsenic remediation in contaminated groundwater. …”
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A systematic benchmark of integrative strategies for microbiome-metabolome data by Loïc Mangnier, Antoine Bodein, Margaux Mariaz, Alban Mathieu, Marie-Pier Scott-Boyer, Neerja Vashist, Matthew S. Bramble, Arnaud Droit

“…Through realistic simulations, we identified the best-performing methods and validated them on real gut microbiome datasets, revealing complementary biological processes across the two omic layers. Practical guidelines are provided for specific scientific questions and data types. …”
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Cross-cultural data on romantic love and mate preferences from 117,293 participants across 175 countries by Marta Kowal, Piotr Sorokowski, Biljana Gjoneska, Katarzyna Pisanski, Gerit Pfuhl, Leonardo Aguilar, Steve M. J. Janssen, Benjamin Gelbart, Patrícia Arriaga, Jan Antfolk, Katarina Zvončáková, Linda H. Lidborg, Jorge Contreras-Garduño, Mikhail V. Kozlov, Taciano L. Milfont, Marco A. C. Varella, Valerija Križanić, Mahmoud Boussena, Tina Kavčič, Diana Ribeiro da Silva, Brahim Hamdaoui, Fatima Zahra Sahli, Karlijn Massar, Eliane Deschrijver, Tatsunori Ishii, Hakan Cetinkaya, Oksana Senyk, Farida Guemaz, Koen Ponnet, Yahya Don, Dušana Šakan, Gyesook Yoo, Ravit Nussinson, Joaquín Ungaretti, Ali R. Can, Izzet Duyar, Jiří Čeněk, Joao Carneiro, Norbert Meskó, Luca Kozma, Ellen K. Nyhus, Mona Vintila, Oulmann Zerhouni, Farid Pazhoohi, Maja Zupančič, Sinem Söylemez, Austin H.-E. Wang, Marietta Papadatou-Pastou, Irena Pavela Banai, Pavol Prokop, Mohd Sofian Omar Fauzee, Reza Afhami, Jean C. Natividade, Roberto Baiocco, Mara Morelli, Toivo Aavik, Ezgi Toplu-Demirtaş, Singha Tulyakul, Anna Wlodarczyk, Razieh Chegeni, Anabela C. Santos, Dmitry Grigoryev, Dmitrii Dubrov, Dimitri Chubinidze, Gözde Ikizer, Nana Burduli, Johanna Czamanski-Cohen, Rizwana Amin, Petros Roussos, Evgeniya Hristova, Rūta Sargautytė, Ekaterine Pirtskhalava, Tenuunjargal Avirmed, Arooj Najmussaqib, Abdelilah Charyate, Shagufta Batool, Tatiana Volkodav, Yoshihiko Kunisato, Yuki Yamada, Asako Toyama, Mariia Perun, Seda Dural, Tetyana Mandzyk, Anna Studzinska, Ognen Spasovski, Felipe E. García, Caterina Grano, Merve Boğa, Mehmet Koyuncu, Sangeeta Singh, Ju Hee Park, Derya Atamtürk, Samuel Lins, Martin Pírko, David Lacko, Balazs Aczel, Ferenc Kocsor, Ádám Putz, Tobias Otterbring, Pavol Kačmár, Efisio Manunta, Théo Besson, Nasim Ghahraman Moharrampour, Çağlar Solak, Bojana M. Dinić, Ignacio Estevan, Merve Topcu Bulut, Nicolas Kervyn, Moises Mebarak, Jackson G. Lu, Nejc Plohl, Bojan Musil, Adil Samekin, Kirill G. Miroshnik, Clément Cornec, Isabella Giammusso, Ulf-Dietrich Reips, Maria Rosa Miccoli, Miriam Parise, Sabrina Stöckli, Tiago Marot, Sibele D. Aquino, Amanda Londero-Santos, Antonio Chirumbolo, Aybegum Memisoglu-Sanli, Jaroslava V. Valentova, Cemre Karaarslan, Ivana Hromatko, Kevin Sevag Kertechian, Ogeday Çoker, Matheus F. Ribeiro, Carlota Batres, Ilker Dalgar, Stephanie J. Eder, Katarina Mišetić, Marios Argyrides, Vita Mikuličiūtė, Silvia Mari, Elisabeth Oberzaucher, Kathrin Masuch, Alan D. A. Mattiassi, Salma S. Omar, Elena Piccinelli, Eda Ermagan Caglar, Diogo Lamela, David A. Frederick, Aleksander Kobylarek, Ma Criselda T. Pacquing, Marc Eric S. Reyes, Marcos Zumárraga-Espinosa, Feten Fekih-Romdhane, Talía Gómez Yepes, Edgardo Etchezahar, Katarzyna Galasinska, Jan P. Röer, Ayşegül Şahin, Miguel Landa-Blanco, Izuchukwu L. G. Ndukaihe, Arkadiusz Urbanek, Chee-Seng Tan, Rita Castro, Ksenija Cunichina, Anna Krasnodębska, Daniel Conroy-Beam, Franciszek Ostaszewski, Izabela Chałatkiewicz, Beatriz Abad-Villaverde, Bastien Trémolière, Alexios Arvanitis, Gulmira T. Topanova, William J. Chopik, Grace Akello, Ariela F. Pagani, Silvia Donato, Peter Fedor, Tomasz Frackowiak, Simon Ozer, Marlon Mayorga-Lascano, Farah Khan, Maryanne L. Fisher, Princess Lovella G. Maturan, Tatiana Semenovskikh, Sanjana Dutt, William Tamayo-Agudelo, Gulnara Ismukhanova, Laith Al-Shawaf, Luisa Angelucci, Adam Bode, Sercan Balım, Jovi C. Dacanay, Chiemezie S. Atama, Kai A. D. Morgan Campbell, Tchilissila A. Simões, Barış Özener, Paula Błauciak, Filipe Prazeres

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Prolongation Structure of a Development Equation and Its Darboux Transformation Solution by Lixiu Wang, Jihong Wang, Yangjie Jia

“…Subsequently, we constructed and calculated the recursive operator for this equation, providing an effective approach to tackling complex problems within this domain. …”
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Improving Forage Quality from Permanent Grasslands to Enhance Ruminant Productivity by Barbara Wróbel, Waldemar Zielewicz, Anna Paszkiewicz-Jasińska

“…Permanent grasslands play a crucial role in ruminant nutrition, providing cost-effective and nutritionally rich forage. …”
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A framework for promoting behavioral change through game design elements in social marketing by Paulo Henrique Serrano, Nelsio Abreu

“…By aligning theoretical foundations with practical application, this framework contributes to the advancement of social marketing strategies that harness the motivational potential of game design to drive positive change. …”
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Plant-Growth-Promoting Microorganisms: Their Impact on Crop Quality and Yield, with a Focus on Rice by Winston Franz Ríos-Ruiz, Henry Giovani Jave-Concepción, Edson Esmith Torres-Chávez, Franz Rios-Reategui, Euler Padilla-Santa-Cruz, Nelson Elias Guevara-Pinedo

“…The article concludes that PGPMs represent a promising tool with which to boost the sustainability and productivity of rice cultivation, providing a robust foundation for future research and practical applications in a field crucial to global food security.…”
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How Can the Capability Approach Contribute to a New Perspective on the Value of Cropland Ecosystem Services? by Yi Tang, Junzhu Liu, Zhoupeng Chen

“…The findings of this research are crucial for promoting sustainable management practices and advancing the implementation of ecological compensation strategies within the context of cultivated land.…”
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