Dispatch of decentralized energy systems using artificial neural networks: A comparative analysis with emphasis on training methods by Lukas Koenemann, Astrid Bensmann, Johannes Gerster, Richard Hanke-Rauschenbach

“…However, training methods II and III significantly outperformed rule-based dispatch strategies across all case studies for both training and test data sets. Notably, methods II and III also surpassed MPC-based dispatch strategies under high and medium uncertainty forecasts for the training data in the first two case studies. …”
Get full text

Advancements in Arabic Named Entity Recognition: A Comprehensive Review by Taoufiq El Moussaoui, Chakir Loqman

“…Within each paradigm, we survey notable methods and elucidate their architectures. Additionally, we synthesize the practical applications of these NER methods and propose potential directions for future research in the domain of Arabic NER. …”
Get full text

Nonsuicidal Self‐Injury in Bangladesh: A Narrative Review by S. M. Yasir Arafat, Bithika Mali, Atiqul Haq Mazumder

“…Self‐cutting (39%), and burning (26%) are the notable methods of NSSI among the patients of substance abuse. …”
Get full text

Insights into the protective effect of omega-3 nanoemulsion against colistin-induced nephrotoxicity in experimental rats: regulation of autophagy and necroptosis via AMPK/mTOR and... by Medhat Taha, Omer Abdelbagi, Tourki A. S. Baokbah, Rehab M. Bagadood, Naif A. Jalal, Rami Obaid, Nawal E. Al-Hazmi, Naeem F. Qusty

“…Thus, omega-3 nanoemulsion provided a notable method for suppressing colistin-induced nephrotoxicity via its antioxidant and anti-inflammatory power, inhibiting pathological autophagy and necroptosis.…”
Get full text

CO₂ Capture: A Comprehensive Review and Bibliometric Analysis of Scalable Materials and Sustainable Solutions by Domingo Cesar Carrascal-Hernández, Carlos David Grande-Tovar, Maximiliano Mendez-Lopez, Daniel Insuasty, Samira García-Freites, Marco Sanjuan, Edgar Márquez

“…Several studies have reported novel carbon capture, utilization, and storage (CCUS) technologies, promising solutions. Notable methods include chemical absorption using solvents, and the development of functionalized porous materials, such as MCM-41, impregnated with amines like polyethyleneimine. …”
Get full text