THE COMPARISON OF LONG SHORT-TERM MEMORY AND BIDIRECTIONAL LONG SHORT-TERM MEMORY FOR FORECASTING COAL PRICE by Indra Rivaldi Siregar, Adhiyatma Nugraha, Khairil Anwar Notodiputro, Yenni Angraini, Laily Nissa Atul Mualifah

“…In the final stage, the forecasts from both models indicate a nearly linear downward trend in coal prices over the next 18 months, aligning with the International Energy Agency's 2023 projection of a structural decline in coal demand driven by the sustained growth of clean energy technologies.…”
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Deciphering and predicting algal bloom variability using size-fractionated organic matter and machine learning in a complex watershed by Yun Kyung Lee, Haeseong Oh, Bo-Mi Lee, Jin Hur

“…Partial least squares structural equation modeling (PLS-SEM) further revealed the direct and indirect effects of DOM components, hydrologic variables, and fluorescence peaks on algal dynamics. …”
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Radiation Mapping: A Gaussian Multi-Kernel Weighting Method for Source Investigation in Disaster Scenarios by Songbai Zhang, Qi Liu, Jie Chen, Yujin Cao, Guoqing Wang

“…Structural collapses caused by accidents or disasters could create unexpected radiation shielding, resulting in sharp gradients within the radiation field. …”
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Electrochemical sensing of 3,3’-Dichlorobiphenyl using green-synthesized gold nanoparticles and Polyvinylpyrrolidone composite by Nahid Rehman, Shraddha Shukla, Ashutosh Pandey, Anjana Pandey

“…Characterization via UV, XRD, FTIR, and TEM confirmed the structural integrity and nanoscale dimensions of the AuNPs. …”
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Comparative benchmark analysis of coverage by specialists involved in healthcare provision to patients with cardiovascular diseases in the regions of the Northwestern Federal Distr... by G. A. Neplyueva, A. E. Solovieva, V. V. Zaitsev, N. G. Avdonina, A. V. Bespalov, G. V. Endubaeva, A. A. Fedorenko, A. N. Yakovlev, N. E. Zvartau, A. O. Konradi, S. V. Villevalde

“…In Russia, there is a significant geographical  heterogeneity  in the distribution of medical workers and structural disproportions  in certain specialties.  …”
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A preliminary study of the mechanism of compound hearing loss caused by ototoxic drugs combined with impulse noise by Xin Qiu, Qing‐qing Jiang, Wei‐wei Guo, Ning Yu, Shi‐ming Yang

“…The compound group's damage was greater than the linear sum of the single‐factor group in many ways, such as the loss and damage of hair cells and cilia, disturbed morphology and arrangement of hair cells, protein metabolism, cell function, and structural defects on the epidermal plate (p < 0.01). …”
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UMAP-based clustering split for rigorous evaluation of AI models for virtual screening on cancer cell lines* by Qianrong Guo, Saiveth Hernandez-Hernandez, Pedro J. Ballester

“…Traditional random data splits often result in structurally similar molecules in both training and test sets, which conflict with the reality of VS libraries that typically contain structurally diverse compounds. …”
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Colorimetry/smartphone dual-mode sensing of ascorbic acid by a Co-Fe Prussian blue analog-based peroxidase-like platform by Weiyan Shi, Xinning Zhang, Xin Yang, Long Bai, Jinsong Yu, Fei Xu, Tai Ye

“…The as-prepared Co-Fe PBAs YSHCs display superior and desirable peroxidase-like activity. The unique YSHCs structures can expose large active sites and enhance the stability during the colorimetric sensing process. …”
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A Novel Synchronization-Based Approach for Functional Connectivity Analysis by Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Alessandro Bertolino, Giuseppe Blasi, Giulio Pergola, Paolo Taurisano, Cataldo Guaragnella

“…Since the functional communities of a healthy population are expected to be highly consistent for the same task, we defined functional networks of task-related fMRI data of a cohort of healthy subjects and applied a modularity algorithm in order to determine the community structures of the networks. The within-group similarity of communities is evaluated to verify whether such new metric is robust enough against noise. …”
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A Morphological Identification and Study of Radio Galaxies from LoTSS DR2. I. The “Winged” Radio Galaxies by Soumen Kumar Bera, Taotao Fang, Tapan K. Sasmal, M. Kunert-Bajraszewska, Xuelei Chen, Soumen Mondal

“…This indicates that our study is capable of detecting fainter sources. The median linear size of the winged sources, 498 kpc, confirms that these are large-scale structures, with approximately 16% having sizes exceeding 0.7 Mpc, making them potential candidates for giant radio galaxies.…”
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The Impact of Artificial Intelligence Attitudes and Acceptance on Critical Thinking Motivation among Nursing Students in Saudi Arabia by Ayman Mohamed El-Ashry, Nagla Saleh Al Saleh, Nora Ghalib AlOtaibi, Turki Zuhaymil Almutairi, Lujain Adel Sallam, Muhanna M. Alnassar, Khloud Abdulhadi Alshehri, Sahar Abdulkarim Al-Ghareeb, Raiza Abdullah Al-Otaibi, Wejdan Munahi Almutairi, Sameer A Alkubati, Mona Metwally El-Sayed

“…Educators should integrate AI early in nursing curricula, provide structured training, and frame AI as a support tool in clinical decision-making. …”
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Changes in the Suicide Rate under the Influence of Daily Activities in EU Countries by P. A. Korotkov, A. B. Trubyanov, E. A. Zagaynova, A. I. Zverev

“…In order to analyze the relation between the variables an end-to-end linear regression model arranged by all years and countries is used; the panel data structures are not taken into account in the model (as we have to deal with pseudo panel data). …”
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Optical and electrical properties of SeO2 and NiO nanoparticles boosted the polymeric blend of PVDF and PVP for optoelectronic applications by M. A. Morsi, Nuha Y. Elamin, Lila A. Alkhtaby, Ali A. Alhazime, E. M. Abdelrazek, E. Salim, A. Rajeh

“…XRD patterns revealed the semicrystalline structures in PVDF/PVP blends with SeO2/NiO NPs, with interacted nanoparticles reducing crystallinity, indicating the enhancement of chain dynamics and flexibility of the host PVDF/PVP blend. …”
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Protocol for detection and monitoring of post-stroke cognitive impairment through AI-powered speech analysis: a mixed methods pilot study by Ravi Shankar, Effie Chew, Effie Chew, Effie Chew, Anjali Bundele, Anjali Bundele, Amartya Mukhopadhyay, Amartya Mukhopadhyay

“…At each visit, participants will complete the Montreal Cognitive Assessment (MoCA) and a standardized speech protocol comprising picture description and semi-structured conversation tasks. Speech recordings will be automatically transcribed using automated speech recognition (ASR) systems based on pretrained acoustic models, and comprehensive linguistic and acoustic features will be extracted. …”
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Chip-based label-free incoherent super-resolution optical microscopy by Nikhil Jayakumar, Luis E. Villegas-Hernández, Weisong Zhao, Hong Mao, Firehun T. Dullo, Jean-Claude Tinguely, Krizia Sagini, Alicia Llorente, Balpreet Singh Ahluwalia

“…Thus, the illumination scheme enables the development of a far-field label-free incoherent imaging system that is linear in intensity and stable over time, thereby permitting the application of techniques like structured illumination microscopy (SIM) and intensity-fluctuation-based optical nanoscopy (IFON) in label-free mode to circumvent the diffraction limit. …”
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Laboratory Observations of Hall Magnetic Field in Electron‐Only Magnetic Reconnection With a Guide Field by Fa Yang, Quanming Lu, Qiaofeng Zhang, Jinlin Xie, Xinliang Gao, Yangguang Ke, Lei Tang, Shihang Hu, Yukang Shu, Youran Liu, Longlong Sang, San Lu, Rongsheng Wang, Weixing Ding

“…In this Letter, we realize electron‐only reconnection with a guide field in the Keda Linear Magnetized Plasma (KLMP) device. By measuring the magnetic field, we identify unambiguously a distorted quadrupolar structure of the magnetic field in the out‐of‐plane direction. …”
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Applying a participatory system dynamics approach to childhood overweight and obesity in the local context: reflections from the LIKE project by Angie Luna Pinzon, Karien Stronks, Arnoud Verhoeff, David Vaandrager, Karen den Hertog, Wilma Waterlander

“…Data collection included document reviews, a Ripple Effects Mapping workshop, and semi-structured interviews with involved stakeholders, followed by in-depth reflective analysis. …”
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Evaluating a 52-week fresh food prescribing program in Ontario, Canada: A mixed-methods study on food insecurity, fruit and vegetable intake, and health by Laura Jane Brubacher, Matthew Little, Ashmita Grewal, Eleah Stringer, Abby Richter, Warren Dodd

“…Semi-structured interviews were conducted with participants to expand on survey findings. …”
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Assessing the effectiveness of the community participation approaches to improve access to mass drug administration for trachoma elimination in a pastoral conflict area of Baringo... by Collins Okoyo, Omar Kopi, Paul M Gichuki, Bridget W Kimani, Tabitha Kanyui, Titus Waititu, Wyckliff P Omondi, Doris W Njomo

“…Data were collected using a structured questionnaire, which captured information on socio-demographic and socio-economic characteristics, knowledge about trachoma and MDA, drug use, and perceptions of the treatment. …”
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Surface Water Environmental Quality Variation and Influencing Factors in Jiangxi Province by WANG Qi, FENG Qian, ZHOU Ge

“…The transition in pollutant structure (from COD-heavy composite pollution to nutrient-dominated pollution) underscores the need for synergistic nitrogen-phosphorus control. …”
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