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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A salt-tolerant growth-promoting phyllosphere microbial combination from mangrove plants and its mechanism for promoting salt tolerance in rice by Xiangxia Yang, Rongwei Yuan, Shuangyu Yang, Zhian Dai, Na Di, Haijun Yang, Zhili He, Mi Wei

“…However, the characteristics of microbial communities in the phyllosphere of mangrove species with and without salt glands and the differences between them remain unknown, and the exploration and the agricultural utilization of functional microbial resources from the leaves of mangrove plants are insufficient. …”
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Beta-Glucans in Biotechnology: A Holistic Review with a Special Focus on Yeast by Nirmal Sarkar, Atharva Anand Mahajan, Sagarjyoti Pathak, Prakriti Seth, Ankita Chowdhury, Indrilla Ghose, Shrimanti Das, Rajanyaa Chowdhury, Aishi Bera, Anuvab Dey, Anushka Dutta, Ipsita Majumder, Subhrojyoti Ghosh, Ramya Lakshmi Rajendran, Prakash Gangadaran

“…Beta-glucans (β-glucans) are polysaccharides with significant biological activity, widely recognized for their immunomodulatory, anti-inflammatory, and metabolic health benefits. Among various sources, yeast-derived β-(1 → 3), (1 → 6)-glucans have gained particular attention due to their potent bioactivity and diverse applications in biotechnology, pharmaceuticals, and functional foods. …”
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Encapsulation of protein-based bioactive from black soldier fly for ruminant feeding by Uswatun Muslykhah, Srisan Phupaboon, Chaichana Suriyapha, Maharach Matra, Metha Wanapat

“…The increasing global population and subsequent animal protein source demand necessitate the exploration of alternative feed sources for animal. …”
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Unemployment and the Migration of the Romanian Labour Force. Causes and Effects by Mirela Stoian, Georgiana-Raluca Lădaru, Florian Marin

“…The information we used came from multiple sources, such as economic literature, recent studies of various national and international bodies; statistical institutes of EU member states, etc. …”
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Uso da regressão linear para estimativa da relação entre a condutividade elétrica e a composição iônica da água de irrigação Use of linear regression to estimate the relationship b... by Giorgio M. Ribeiro, Celsemy E. Maia, José F. de Medeiros

“…For comparing the adjusted equations an identity model test was utilized. The adjusted linear equations with electrical conductivity as a function of the contents of calcium, magnesium, potassium, sodium, chloride, bicarbonate, carbonate, and sulfate varied significantly with time of sampling, water source, and soil type.…”
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Hierarchical Game Approach for Optimization of Regional Integrated Energy System Clusters Considering Bounded Rationality by Lei Dong, Mengting Li, Junjie Hu, Sheng Chen, Tao Zhang, Xinying Wang, Tianjiao Pu

“…Regional integrated energy system (RIES) cluster, i.e., multi-source integration and multi-region coordination, is an effective approach for increasing energy utilization efficiency. …”
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Development of time to event prediction models using federated learning by Rasmus Rask Kragh Jørgensen, Jonas Faartoft Jensen, Tarec El-Galaly, Martin Bøgsted, Rasmus Froberg Brøndum, Mikkel Runason Simonsen, Lasse Hjort Jakobsen

“…Abstract Background In a wide range of diseases, it is necessary to utilize multiple data sources to obtain enough data for model training. …”
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Trophic Niche Partitioning of Freshwater Fish in Eutrophic Lakes: A Food Quality Perspective by Yiduo Luo, Fen Guo, Jing Lu, Xiaoguang Ouyang, Feilong Li, Wei Gao, Juan Tao, Yuan Zhang

“…Trophic niche analysis is essential for understanding species interactions and ecosystem functioning, especially in the context of environmental changes such as nutrient enrichment. …”
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Investigating Bambara bean (Vigna subterranea (Verdc.) L.) protein and hydrolysates: a comprehensive analysis of biological and biochemical properties by Hamadou Mamoudou, Martin Alain Mune Mune

“…The review underscores the exceptional functional qualities, nutritional advantages, and bioactive properties of these proteins and hydrolysates. …”
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Conservation Voltage Reduction Strategy for Autonomous Microgrid with Improved Voltage-CurrentDroop-Based Inverter Control Framework by Sumit Kumar Jha, Deepak Kumar, S. R. Samantaray

“…The fast dynamics and flexible control are the characteristics of the voltage-current droop method which further increases the inertia of the voltage source inverter. For utilizing these advantages of this droop method, it is required to determine the accurate droop gain to properly coordinate the distribution of power among DGs. …”
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Multipath2.0: Extending Multilayer Reproducible Pathway Models with Omics Data by Zaynab Hammoud, Mohammad Al Maaz, Alicia D'Angelo, Frank Kramer

“…Although the model showed remarkable utility, including further data sources ensures enriching and expanding its capabilities. …”
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Robust Optimization for Microgrid Management With Compensator, EV, Storage, Demand Response, and Renewable Integration by Hamid Hematian, Mohamad Tolou Askari, Meysam Amir Ahmadi, Mahmood Sameemoqadam, Majid Babaei Nik

“…Navigating the complex terrain of microgrid energy management is challenging due to the uncertainties linked with abundant renewable resources, fluctuating demand, and a wide range of devices including batteries, distributed energy sources, electric vehicles, and compensatory devices. …”
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A comparative study: impact of chemical and biological fungicides on soil bacterial communities by Setu Bazie Tagele, Emma W. Gachomo

“…Ridomil-treated samples showed the lowest metabolic activity of bacterial communities, based on the diversity and richness of carbon source utilization, compared to control. Overall, this research highlights the distinct and time-dependent effects of biological and chemical fungicides on soil bacterial communities when applied at recommended doses.…”
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Low Communication-Cost PSI Protocol for Unbalanced Two-Party Private Sets by Jingyu Ning, Zhenhua Tan, Kaibing Zhang, Weizhong Ye

“…The queries are implemented by private information retrieval which is constructed with trapdoor hash function. Our investigation indicates that in each instance of invoking the trapdoor hash function, the receiver is required to transmit both a hash key and an encoding key to the sender, thus incurring significant communication cost. …”
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Carbon-Based Nanoadsorbents for the Removal of Emerging Pollutants by M. Venkata Ratnam, P. Akilamudhan, K. Senthil Kumar, S. Narasimha Reddy, K. Nagamalleswara Rao, Feroz Shaik, D. M. Reddy Prasad

“…It is being investigated if these adsorbents can be used to extract hormone-disrupting chemicals and other emerging pollutants. The sources and classification of these pollutants, treatment knowledge gaps, and novel prospects for increasing carbonaceous nanoadsorbent utilization were all explored. …”
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Pendekatan Sosiologi dalam Model Pembelajaran Smart Classroom di Sekolah by Edi Gunarto, Asep Mulyana

“…The purpose of this article is to determine what a smart classroom is, what its potential negative effects are, how the smart classroom program is managed, and what sociological approaches can be utilized in this smart classroom program. This article was written using a qualitative approach, with the author accumulating data from various sources of literature, such as existing books and journals. …”
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Preparation of Nitrogen-Rich Tar by Co-Pyrolysis and Analysis of Nitrogen-Containing Compounds in Pyrolysis Products by Peiqi Chen, Gang Li, Jie Shao, Baoping Bai, Jie Hu, Xiang Han, Anning Zhou, Qiuhong Wang, Fuxin Chen

“…In this study, we use coal as a carbon source from Zhangjiamao and doped with different nitrogen sources for co-pyrolysis. …”
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Construction and Overall Protection of Ecological and Marine Cultural Composite Landscape Network in Quanzhou, Fujian by Dongfang LU, Yaru ZHENG, Tianteng HAN, Shunhe CHEN

“…An evaluation indicator system for the coupling degree of ecological and cultural functions is constructed, and the entropy weight method is used to calculate index weights and the coupling coordination degree. …”
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Cross-domain topic transfer learning method based on multiple balance and feature fusion by Zhenshun Xu, Zhenbiao Wang, Wenhao Zhang, Zengjin Tang

“…This research explores alternative methods for heterogeneous transfer learning in topic model beyond traditional parameter sharing, seeking to maximize the utilization of source domain knowledge and features, mitigating the interference of negative transfer. …”
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