Hybrid Graph Representation and Learning Framework for High-Level Synthesis Design Space Exploration by Pouya Taghipour, Eric Granger, Yves Blaquiere

“…Learning-based methods, particularly graph neural networks (GNNs), have shown considerable potential in addressing HLS QoR/DSE problems by modeling the mapping function from control data flow graphs (CDFGs) of HLS designs to their logic, enabling early estimation of QoR during the compilation phase of the hardware design flow. …”
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Synergistic co-metabolism enhancing the crude oil degradation by Acinetobacter oleivorans DR1 and its metabolic potential by Lairenjam Paikhomba Singha, Renuka Kumari, Keisam Malabika Singha, Piyush Pandey, Pratyoosh Shukla

“…This study added Acinetobacter oleivorans DR1's strength towards hydrocarbon utilization and proposed it as an effective agent for bioremediation.…”
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Interpretation of Constellations in the Ilmi Interpretation of the Ministry of Religion and Its Implications for the Development of Astronomy and Astrology by Laili Nur Hidayah, Salamah Noorhidayati

“…Astronomy can produce new findings through the three constellation functions, namely sextants and astrolabes. Meanwhile, astrology only utilizes the function of constellations as a determinant of seasons by using Javanese astrology, which is known as prey institutions…”
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GeoGraphRAG: A graph-based retrieval-augmented generation approach for empowering large language models in automated geospatial modeling by Jianyuan Liang, Shuyang Hou, Haoyue Jiao, Yaxian Qing, Anqi Zhao, Zhangxiao Shen, Longgang Xiang, Huayi Wu

“…Geospatial modeling aims to integrate multiple geospatial data sources and geoprocessing functions based on user application demands to address complex geospatial challenges. …”
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AI-powered literature search: some observations and concerns by Farooq Azam Rathore, Fareeha Farooq

“…This raises questions about the data sources utilized by these AI tools and the overall reliability of their outputs. …”
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The Intelligent Infectious Disease Active Surveillance and early warning system in China: An application of dengue prevention and control by Liangyu Kang, Jian Hu, Kangning Cai, Wenzhan Jing, Min Liu, Wannian Liang

“…Utilizing advanced information technologies such as big data and artificial intelligence (AI), China has established and implemented the Intelligent Infectious Disease Active Surveillance and Early Warning System. …”
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Promoting data-driven decision-making in Jordan: strengthening national health information system and achieving consensus on core set of health system indicators by Fadi El-Jardali, Racha Fadlallah, Raeda Abu AlRub, Diana Jamal, Najla Daher

“…Abstract Background A well-functioning health information system (HIS) is foundational for strong health systems and the achievement of the Sustainable Development Goals. …”
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Efficient Frequency Management for Hybrid AC/DC Power Systems Based on an Optimized Fuzzy Cascaded PI−PD Controller by Awadh Ba Wazir, Sultan Alghamdi, Abdulraheem Alobaidi, Abdullah Ali Alhussainy, Ahmad H. Milyani

“…The FCPIPD controller is composed of fuzzy logic, proportional integral, and proportional derivative with filtered derivative mode controllers. Utilizing renewable energy sources (RESs), a dual-area hybrid AC/DC electrical network is used, and the FCPIPD controller gains are designed via secretary bird optimization algorithm (SBOA) with aid of a novel objective function. …”
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Genomic and transcriptomic insights into vertebrate host-specific Lactobacillus johnsonii adaptation in the gastrointestinal tract by Keerthikka Ravi, Nicole R. Falkowski, Gary B. Huffnagle

“…There was significant heterogeneity among strains, in both genome sequence and content, with phylogenetic clustering of strains into distinct clades associated with rodent or avian sources. There were not sufficient genomes to identify whether porcine isolates formed their own genetic clade. …”
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The State of the Art Electricity Load and Price Forecasting for the Modern Wholesale Electricity Market by Vasileios Laitsos, Georgios Vontzos, Paschalis Paraschoudis, Eleftherios Tsampasis, Dimitrios Bargiotas, Lefteri H. Tsoukalas

“…The high penetration of renewable energy sources and the formation of competitive prices for utilities play a critical role in the wider economic development. …”
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Editorial by Teddy Surya Gunawan

“…Contributions on flexible antenna designs, mobile applications for dyslexic learners, and modified grey relational analysis further showcase how electronics and AI are increasingly embedded in daily societal functions. In Materials and Manufacturing Engineering, the research on MSW-derived biochar for iron production and voltage-induced void formation in boiler tubes exemplifies innovation in resource utilization and reliability of industrial systems. …”
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Control of Clostridioides difficile virulence and physiology by the flagellin homeostasis checkpoint FliC-FliW-CsrA in the absence of motility by Duolong Zhu, Katherine J. Wozniak, Firas Midani, Shaohui Wang, Xingmin Sun, Robert A. Britton

“…Furthermore, disruption of the fliC-fliW-csrA network results in significant changes in carbon source utilization and sporulation. This work highlights that key proteins involved in flagellar biosynthesis retain their regulatory roles in C. difficile pathogenesis and physiology independent of their functions in motility.IMPORTANCEClostridioides difficile is a leading cause of nosocomial antibiotic-associated diarrhea in developed countries with many known virulence factors. …”
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Dietary Protein-Induced Changes in Archaeal Compositional Dynamics, Methanogenic Pathways, and Antimicrobial Resistance Profiles in Lactating Sheep by Maida Mushtaq, Xiaojun Ni, Muhammad Khan, Xiaoqi Zhao, Hongyuan Yang, Baiji Danzeng, Sikandar Ali, Muhammad Hammad Zafar, Guobo Quan

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Near-infrared spectroscopy of the cerebellum in motor activation tasks by Yew Long Lo, Gerald Teck Heng Chia, Yan Teng Celeste Chen, Eng King Tan

“…Protocol 1 consisted of 5 optodes (4 sources and 1 detector, 4 recording channels) spaced 3 cm apart and comprising single-tipped LED light sources in conjunction with single-tipped fiber-optic detectors. …”
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Fiscal Sustainability in Iran A Markov-Switching Fiscal Regime Change and Time-Varying Parameter Models Approach by Hossein Aghilifar, Khosrow Piraei, Hashem Zare, Mehrzad Ebrahimi

“…The objective of this research is to assess Iran's government fiscal sustainability and its influential factors by employing annual data of Iran's economy from 1971 to 2022 and by utilizing constant parameter fiscal reaction functions including linear and non-linear models, time-varying parameter fiscal reaction function, Markov-switching fiscal regime change model and fiscal reaction function including control variables. …”
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Design of a Novel Hybrid Concentrated Photovoltaic–Thermal System Equipped with Energy Storages, Optimized for Use in Residential Contexts by Carmine Cancro, Valeria Palladino, Aniello Borriello, Antonio Romano, Luigi Mongibello

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Operational Modes and Technical Points for Empowering Urban Park Green Spaces by Digital Technology by Yang ZHANG, Changlin LI, Ninglu ZHANG, Fei WU

“…ObjectiveAs an important urban public open space, park green spaces bear multiple social functions such as ecology, recreation, and culture. …”
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Transcriptome analysis of nitrogen assimilation preferences in Burkholderia sp. M6-3 and Arthrobacter sp. M7-15 by Ran Liu, Ran Liu, Hongyi Qin, Qian Wang, Cheng Chu, Yunbin Jiang, Huan Deng, Cheng Han, Cheng Han, Wenhui Zhong, Wenhui Zhong, Wenhui Zhong

“…This inconsistency in glnA expression may be attributed to GlnR, a global regulator of nitrogen utilization.DiscussionThis research strengthens the theoretical basis for exploring the underlying causes of differential preferences for inorganic N forms and provided key clues for screening functional microorganisms to ultimately enhance inorganic nitrogen use efficiency.…”
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Advances in bone tissue engineering using biomaterial based scaffolds, purine crosslinking and Wnt signaling by Celine J. Agnes, Bettina M. Willie, Aldo R. Boccaccini, Maryam Tabrizian

“…Central to this approach is the utilization of biomaterials, increasingly composed of composite materials that integrate bioactive osteoinductive factors and cell sources to enhance healing outcomes. …”
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From Nutrition to Energy: Evaluating the Role of Rye (<i>Secale cereale</i> L.) Grain in Sustainable Food Systems and Biofuel Applications by Adam Kleofas Berbeć, Marta Wyzińska

“…This review emphasizes its diverse potential utilization routes, and the importance of bioactive compounds, dietary fibers, phenolic acids, phytoestrogens, and benzoxazinoids that enhance its value as a functional food. …”
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