Hybrid CNN–LSTM Model With Soft Attention Mechanism for Short‐Term Load Forecasting in Smart Grid by Syed Muhammad Hasanat, Muhammad Haris, Kaleem Ullah, Syed Zarak Shah, Usama Abid, Zahid Ullah

“…Deep learning techniques are now imperative for Short‐Term Load Forecasting (STLF), a significant enabler of energy flow management, demand‐side flexibility, and grid stability. These methods optimize smart grid performance under variable conditions by leveraging the synergistic integration of multiple architectures. …”
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Subnational tailoring of malaria interventions to prioritize the malaria response in Guinea by Ousmane Oumou Diallo, Abdourahamane Diallo, Kok Ben Toh, Nouman Diakité, Mohamed Dioubaté, Manuela Runge, Tasmin Symons, Elhadj Marouf Diallo, Jaline Gerardin, Beatriz Galatas, Alioune Camara

“…Abstract Background In the context of high malaria burden yet limited resources, Guinea’s national malaria programme adopted an innovative subnational tailoring (SNT) approach, including engagement of stakeholders, data review, and data analytics, to update their malaria operational plan for 2024–2026 and identify the most appropriate interventions for each district considering the resources available. Methods Guinea’s malaria programme triggered the SNT exercise with a list of decisions that could be informed with local data. …”
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Phytochemical and morpho-physiological response of Melissa officinalis L. to different NH4 + to NO3̄ ratios under hydroponic cultivation by Farzad Safaei, Abolfazl Alirezalu, Parviz Noruzi, Kazem Alirezalu

“…By comprehensively understanding the intricate dynamics among nitrogen sources, plants, and their surroundings, researchers and practitioners can devise inventive approaches to optimize nitrogen management practices and foster sustainable agricultural frameworks.…”
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Effect of preparation process on purity of tricalcium aluminate by Simona Ravaszová, Karel Dvořák, Andrea Jančíková

“…This multifaceted exploration enhances our understanding of clinker mineral synthesis, offering insights into optimizing purity based on grinding methods, sintering temperatures, and the impact of minor contaminants. …”
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Real-world utilization of Cenobamate as adjunct therapy in office-based neurology: practical tips and insights for titration by Patrick M. House, Lars Wiese

“…It also gives a glimpse into which ASMs are being used in the office-based setting in comparison to population and clinic-based data sources.MethodsThe cohort comprised 55 patients from two office-based outpatient practices (Niedergelassene) in Berlin (n = 25) and Hamburg (n = 30). …”
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Differentiation and identification of winter bread wheat verieties according to a complex of baking quality indicators by О. А. Демидов, В. М. Гудзенко, І. В. Правдзіва

“…Reveal the features of the formation of a quali­ty indicator complex in winter bread wheat depending on the growing seasons, preceding crops and sowing dates, as well as differentiate and identify genotypes with high and stable levels of manifestation. Methods. Field, laboratory, statistical. Results. …”
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Bridging intentions and outcomes: a program theory approach to residency accreditation standards by Dana Tenne-Fishbain, Yehuda L. Danon, Rachel Nissanholz-Gannot

“…This study examined the clarity, comprehensiveness, adequacy, and validity of current Israeli residency accreditation standards as a case example for evaluating such systems. Methods We conducted a qualitative evaluation study using Program Theory framework to analyse multiple data sources: Supreme Accreditation Board protocols (2014–2023), documents, including standards and questionnaires from 11 purposively sampled specialties, and semi-structured interviews with 28 stakeholders. …”
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Hybrid Graph Representation and Learning Framework for High-Level Synthesis Design Space Exploration by Pouya Taghipour, Eric Granger, Yves Blaquiere

“…Optimizing hardware accelerators in high-level synthesis (HLS) relies on design space exploration (DSE), which involves experimenting with different pragma options and trading off hardware cost and performance metrics (HCPMs) to identify Pareto-optimal solutions. …”
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Multi-Task Learning for Real-Time BSIM-CMG Parameter Extraction of NSFETs With Multiple Structural Variations by Seunghwan Lee, Seungjoon Eom, Jinsu Jeong, Junjong Lee, Sanguk Lee, Hyeok Yun, Yonghwan Ahn, Rock-Hyun Baek

“…To mitigate overfitting due to disparate data sources, such as Monte Carlo simulations for training data and technology computer-aided design (TCAD) simulations or hardware measurements for test data, additive noise was incorporated into the training data. …”
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Designing a Model for Implementing Digital Banking Policy Based on Using Big Data in Iranian Banking Industry by Rahmatollah Gholipour Souteh, Hamed Esmaeili Rad

“…The research emphasizes the pivotal role of big data technology, which has received limited attention but has a significant impact on achieving the goals and ensuring the optimal implementation of digital banking. Methods This research falls within the realm of qualitative and postmodern studies, adopting an inductive approach. …”
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Strategic Spatial Planning of Territorial Communities to achieve the Sustainable Development Goals by Сергій Бортник, Тетяна Лаврук, Віліна Пересадько

“…This approach makes it possible to predict optimal scenarios of spatial development, adapted to specific geographical conditions. …”
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Endovascular Treatment of Patients with Acute Ischemic Stroke Caused by Tandem Lesions of the internal Carotid Artery by A. G. Faybushevich, H. V. Galustyan, V. M. Sysoev, E. A. Gitelzon, M. V. Chernyaev

“…The incidence of tandem internal carotid artery (ICA) lesions, according to various sources, is 15–30% of all ischemic strokes (IS) caused by occlusion of a large intracranial artery. …”
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Comparative analysis of Sentinel-2 and PlanetScope imagery for chlorophyll-a prediction using machine learning models by Eden T. Wasehun, Leila Hashemi Beni, Courtney A. Di Vittorio, Christopher M. Zarzar, Kyana R.L. Young

“…This study contributes valuable insights into the difference between two satellite sensors with varying spatial resolution in assessing inland water quality and offers a comparative analysis of multiple inversion methods. The outcomes of our research provide guidance for enhancing inland water quality monitoring practices on small water bodies, emphasizing the importance of selecting optimal inversion models based on satellite data sources. …”
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How spatial resolution mediates canopy spectral diversity as a proxy for marsh plant diversity by Yi Fu, Yunlong Yao, Lei Wang, Huaihu Yi, Yuanqi Shan

“…Furthermore, resampling methods were found to produce lower accuracy in estimating species diversity compared to UAV data acquired on-site. …”
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Effect of Periodic Fluctuations of Cutting Mode Parameters on the Temperature of the Front Face of a Turning Tool by E. V. Fominov, V. E. Gvindjiliya, A. A. Marchenko, C. G. Shuchev

“…However, few works consider uncontrolled periodic disturbances, whose sources are spindle units and the supporting system of the machine. …”
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Analisis Sistim Manajemen Dokumentasi Keperawatan pada Poliklinik Gigi Rumah Sakit di Bukittinggi by Dewi Rosmalia, Rizanda Machmud, Haryadi Mangkuto

“…The study was conducted with qualitative analysis methods, data sources derived from observations, documents and in-depth interviews. …”
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A non-hypothesis-driven practical laboratory activity on functional metagenomics: “fishing” protein-coding DNA sequences from microbiomes by Melissa Morra, Denise Marradi, Luca Gandini, Vittorio Ivagnes, Giulia Ottolini, Alessandro Bovio, Grace Jabali, Lorenzo Maraschi, Ifeoluwa Ayomide Dada, Tonderai Vitalis Chawanda, Martina Gorla, Olga Tarasiuk, Chiara Mocchetti, Maria Felicia Soluri, Maria Felicia Soluri, Francesca Boccafoschi, Daniele Sblattero, Diego Cotella

“…Here, we describe a simple protocol for the construction of a metagenomic DNA library, optimized and tested by a team of undergraduate biotechnology students. …”
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Strategic Decision Support System With Probabilistic Linguistic Term Sets: Extended CRADIS Approach for Supply Chain Risk Management in Sports Industry by Kai Qiu, Jingjing Chen, Shahzaib Ashraf, Tooba Shahid

“…The study introduces innovative PLTS meticulously designed using the CRADIS method. CRADIS is a robust tool that aids in selecting optimal goals within the decision-making process. …”
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Wild ActionFormer: Enhancing wildlife action recognition for 11 endangered species in Wolong by Dan Liu, Qianqian Sun, Jin Hou, Bochuan Zheng, Jindong Zhang, Desheng Li, Tomas Norton, Jifeng Ning

“…We utilize UniformerV2 as the base backbone network, integrating self-supervised learning methods to enhance feature extraction capabilities. …”
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Design and simulation of a 5 KW solar-powered hybrid electric vehicle charging station with a ANN–Kalman filter MPPT and MPC-based inverter control for reduced THD by Youness Hakam, Hajar Ahessab, Ahmed Gaga, Mohamed Tabaa, Benachir El Hadadi

“…This ensures a reliable and sustainable power source for EV charging, reducing grid dependency during peak demand. …”
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