Pre-Ictal EEG Augmentation Based CDCGAN Model for Epileptic Seizure Prediction See

Epilepsy is a common neurological disorder affecting over 50 million people worldwide, characterised by recurrent seizures accompanied by abnormal neuronal electrical activity. Electroencephalogram (EEG) is a technique for recording brain electrical signals, widely employed for epileptic seizure (ES) predi...

Spatiotemporal Drought Assessment Projections for Climate-Resilient Planning in Distinct Mediterranean Agroecosystems See

Drought is expected to intensify under climate change, posing significant risks to Mediterranean agroecosystems. This study provides long-term projections of drought and wetness conditions for three representative Mediterranean regions—Eastern Mancha (Spain), Sidi Bouzid Governorate (Tunisia), and the Beqaa...

Demonstrating an Ontological Framework for Sustainable PVC Material Science: A Holistic Study Combining Granta EduPack, Bibliometric Analysis, Thematic Analysis, Content Analysis, and Protégé See

Addressing the growing need for sustainable innovation in PVC materials, this study presents an illustrative framework that develops and demonstrates an ontological system that integrates lifecycle simulation using Granta EduPack, systematic literature analysis (including bibliometric, thematic, and content...

Evaluation of a Horticultural Therapy Program for Care Home Residents with Mental Illness See

Horticulture has long been used as a leisure or social activity in care homes, but there were few evaluation studies of Horticultural Therapy (HT) for care homes residents with mental illness. This study examined the process and outcomes of a standardized horticultural therapy...

Advancing river water quality prediction: a comparative assessment of deep learning models for dissolved oxygen forecasting See

Accurate forecasting of dissolved oxygen (DO) is crucial for monitoring river water quality and protecting aquatic ecosystems. This study compares the performance of four deep learning models – Temporal Fusion Transformer (TFT), Informer, Long Short-Term Memory (LSTM), and Gated Recurrent Unit&#x...

Bottom quark energy loss and hadronization with B⁺ and B<inf>s</inf>⁰ nuclear modification factors using pp and PbPb collisions at √s<inf>NN</inf> = 5.02 TeV See

The production cross sections of B<inf>s</inf>⁰ and B⁺ mesons are reported in proton-proton (pp) collisions recorded by the CMS experiment at the CERN LHC with a center-of-mass energy of 5.02 TeV. The data sample corresponds to an integrat...

UK Live Comedy Sector Survey Report 2025 See

This report details the main findings of the UK Live Comedy Sector Survey 2025 run by the Centre for Comedy Studies Research (CCSR), the Live Comedy Association (LCA) and British Comedy Guide (BCG). This is a follow-up to the first Live Comedy Sector Survey, conducted in&...

A novel peer-to-peer energy trading strategy for multi-microgrid loads scheduling based on chance-constrained See

Facilitating producer-consumer P2P energy exchange is a viable paradigm in the era of decentralized energy. Energy trading requires the development of a fair pricing mechanism, but when numerous energy systems are involved in the transaction, the problem can get complicated. Through the ...

Brexit and the Death of Centrist Liberalism See

This paper makes the argument that Brexit is one of a series of challenges to centrist liberalism taking place across the core nation-states of the modern world-system. Offering a world-systems analysis on Brexit it draws upon two key themes from it to analyse the meaning ...