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Neural networks

Development of a predictive model for PM_2.5 over the greater Athens metropolitan area, Greece, at a 1 km by 1 km grid using satellite measurements and machine learning methods

Seyong Chang, Evangelia Samoli, [ ... ], Petros Koutrakis

Physics-informed gaussian process regression for reproducible and uncertainty-aware CO₂ injectivity prediction

Shamsuddeen Adamu, Hitham Alhussian, [ ... ], Yahaya Saidu

Top-down and bottom-up attention for joint pattern classification and reconstruction

Ricardo A. Veiga, Bonifacio Silvano Zanutto

Negotiating knowledge: The role of network hedging in the production of high-impact science

Adrián A. Díaz-Faes, Pablo D’Este, Anne L. J. Ter Wal

Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability

Osama Abdelrahman, Chew XinYing, [ ... ], Teoh Wei Lin

An approach of dual attention-driven multi-levelled graph neural architecture for rich-structural social graph analysis and representation learning

Linh Nguyen Thi My, Tham Vo

An art style classification network integrating contrastive learning and counterfactual attention

Meng Wang, Fan Xia, [ ... ], Yang Zhou

Analysis of brain network temporal reconfiguration and frequency-domain features during dynamic orchestral segmentation transition based on electroencephalography

Yanqi Wu, Meiping Sheng, [ ... ], Guoxun Feng

Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

Learning variable-order time fractional diffusion equations using Physics-Informed Neural Networks

Lei Ren, Shixin Jin

A multi-modal co-attention model for accurate drug-target interaction prediction

Wanjun Ma, Wenjun Li, [ ... ], Xiwei Tang

China runoff-field forecasting based on cross-scale gating and basin-topology attention

Aiju Li, Xiang He, [ ... ], Jian Hua

Traffic condition prediction for highway within work zones under dynamic traffic organization changes

Feiping Xu, Bohan Liu, [ ... ], Chengcheng Wang

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