Bulk Low-Inertia Power Systems Adaptive Fault Type Classification Method Based on Machine Learning and Phasor Measurement Units Data by Mihail Senyuk, Svetlana Beryozkina, Inga Zicmane, Murodbek Safaraliev, Viktor Klassen, Firuz Kamalov

“…To enhance the speed and accuracy of disturbance classification, we employ a range of ensemble machine learning techniques, including Random forest, AdaBoost, Extreme gradient boosting (XGBoost), and LightGBM. …”
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Protection performance of Azadirachta indica leaf essential oil on corrosion of plain carbon steel in weak HCl and NH4Cl by Tolulope Loto Roland, Akpanyung Kingsley

“…Standard error were lower in 1 M HCl, 3.74 M NH4Cl, and 5.61 M NH4Cl. Numerical data showed a portion of ADI protection performance values generally exceeded 70%. …”
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Func-Bagging: An Ensemble Learning Strategy for Improving the Performance of Heterogeneous Anomaly Detection Models by Ruinan Qiu, Yongfeng Yin, Qingran Su, Tianyi Guan

“…Additionally, we design a specialized neural network, and by training it adequately, validate the rationality of the proposed adaptive weight distribution strategy, further improving the model’s robustness. …”
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How to support recovery phase for landslide through livelihoods? case study: Kulon Progo Regency, Indonesia by Setyawati Dewanti Diah, Jaenul Haq Jejen, Viviani Nurhanifah Nita, Bi Chuanchen

“…The global climate is increasingly responsible for the frequency of extreme weather events, which have significant implications for vulnerable biological systems. …”
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Modification of polymers to synthesize thermo-salt-resistant stabilizers of drilling fluids by Artykova Zhadyra, Beisenbayev Oral, Issa Aziza, Kydyraliyeva Aigul

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Runoff Prediction and Uncertainty Analysis for Xijiang River Basin Based on CMIP6 Climate Scenarios by WU Huiming, YAN Meng, ZHOU Shuai

“…Due to the combined effects of global climate change and strong human activities, extreme floods have become frequent and widespread, with significant changes in runoff sequences. …”
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Updates on CAD risk assessment: using the coronary artery calcium score in combination with traditional risk factors by Kiara Rezaie-Kalamtari, Zeinab Norouzi, Alireza Salmanipour, Hossein Mehrali

“…Adding artificial intelligence (AI) to CAC will prepare more data and can increase the reliability of our approach to the patients promising a bright future to improve this technology.…”
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Advancements in soil science for sustainable agriculture: conventional and emerging knowledge and innovations by Godswill Ntsomboh-Ntsefong, Kingsley Tabi Mbi, Essubalew Getachew Seyum

“…In this article, soil biodiversity is emphasized as a significant factor influencing nutrient cycling and ecosystem services. …”
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ADAPTIVE FEATURES OF THE VEGETATIVE ORGANS OF SOME COMMON RIPARIAN PLANTS IN THE LOWER HA THANH RIVER, NHONBINH WARD, QUYNHON CITY, BINHDINH PROVINCE by Dương Tiến Thạch, Hoàng Lương Giang

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Trends in Summer Season Climate for Eastern Europe and Southern Russia in the Early 21st Century by Maria G. Lebedeva, Olga V. Krymskaya, Anthony R. Lupo, Yury G. Chendev, Alexandr N. Petin, Alexandr B. Solovyov

“…Some of these circulation regimes result in extreme weather conditions over the region. Using a classification system for Northern Hemisphere large-scale flow regimes and observations of weather within the Central Chernozem Region, the role of individual synoptic patterns in the formation of weather anomalies was identified. …”
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Physicochemical Characterization and Thermodynamic Studies of Nanoemulsion-Based Transdermal Delivery System for Fullerene by Cheng Loong Ngan, Mahiran Basri, Minaketan Tripathy, Roghayeh Abedi Karjiban, Emilia Abdul-Malek

“…From the energetic parameters calculated for the viscous flow, a moderate energy barrier for transport process was observed. …”
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Transcending the urban–rural dichotomy: inequality in urban green space availability among urban neighbourhoods, urban villages and rural villages in Guangzhou, China by Fubin Luo, Yunzheng Zhang, Luyang Zhang

“…We first explored the inequality in UGS availability among UN, UV and RV by employing the Gini and Theil indices and then used the eXtreme Gradient Boosting (XGBoost) model and the SHapley Additive exPlanation (SHAP) explainer to elucidate the intricate association between neighbourhood socioeconomic statuses and UGS availability from a local perspective. …”
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Coordinated Velocity Shift of Multiple C iv and Si iv Broad Absorption Lines in Quasar SDSS J113048.45+225206.6 by Wei-Jian Lu, Ying-Ru Lin

“…These characteristics suggest that the outflow producing the velocity-shifted systems is situated in a more extreme environment and is more severely impacted by background radiation energy than the nonshifted systems. …”
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Calcific Tendinitis of the Supraspinatus Tendon in an Infant by Masanori Wako, Jiro Ichikawa, Kensuke Koyama, Yoshihiro Takayama, Hirotaka Haro

“…Examination revealed a temperature of 38.6°C accompanied by a swollen shoulder with extreme pain and restricted movement. …”
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The effect of site exposure index on the required capacities of aquaculture structures by Tobias Dewhurst, Samuel Rickerich, Michael MacNicoll, Nathaniel Baker, Zachary Moscicki

“…The selection of 36 sites in this region was based on extreme hydrodynamic and mean bathymetric conditions, utilizing a k-means clustering approach to identify a collection of sites within a broad range of environmental conditions. …”
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Flexibility matters: Impact assessment of small and medium enterprises flexibility on the German energy transition by Anas Abuzayed, Mario Liebensteiner, Niklas Hartmann

“…Challenges in achieving a secure electricity supply during extreme weather conditions in a 100 % renewable system are identified, along with how SME flexibility helps to achieve climate neutrality. …”
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Forecasting High‐Speed Solar Wind Streams From Solar Images by Daniel Collin, Yuri Shprits, Stefan J. Hofmeister, Stefano Bianco, Guillermo Gallego

“…As input, we use the coronal hole area, extracted from solar extreme ultraviolet (EUV) images and mapped on a fixed grid, as well as the SWS 27 days before. …”
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Modelling infiltration processes in rain gardens: Influence of design parameters on hydrological efficiency by M. Kravchenko, T. Tkachenko, V. Mileikovskyi

“…This study aimed to model infiltration processes in a rain garden using a mathematical framework that accounts for the height of the water column (HWC) on the surface and the filtration coefficient of soil materials, simulating system behaviour during an extreme rainfall event (36 mm/h). …”
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Real-time geo-decisional system for risk and disaster management in Madagascar by Rakotoarison Tsiorinantenaina René, Hajalalaina Aimé Richard

“…Climate change is intensifying extreme phenomena, and the world is increasingly vulnerable to a variety of disasters whose impacts are considerable and varied over time, from one place to another and from one community to another. …”
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Impact of Alzheimer’s Disease on Caregivers in the United States by Megan Vu, Rohan Mangal, Thor Stead, Carlos Lopez-Ortiz, Latha Ganti

“…AD often strains the caregiver’s relationship with the patient (47.5%), and 58% of participating caregivers report extreme stress levels while 65% realize it is incredibly difficult to take care of a patient. …”
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