998 results found

Luca Martino

In the last decades, energy-based models (EBMs) have become an important class of probabilistic models in which a component of the likelihood is intractable and therefore cannot be evaluated explicitl...

Statistics and Computing 2026-04-21 rs-9368004
Contrastive learning bridge sampling; reverse logistic regression multiple importance sampling binary classification

Jihao An, Peng Ren, Xinrong Lyu, Christos Grecos

Marine oil spills cause severe damage to ocean ecosystems and coastal economies. Timely scheduling of oil spill emergency resources is crucial for effective emergency response. Addressing the challeng...

Operations Research Forum 2026-04-21 rs-9253567
Marine oil spill Emergency resource scheduling PSO PPO Path planning Bayesian estimation

Jaeman Kim, Sang Ki Kim, Seung-Hwan Park, Jihoon Kang

In modern manufacturing, artificial intelligence and data analytics techniques are frequently used and developed for various industrial applications. The final purpose of the smart-factory problem is ...

The International Journal of Advanced Manufacturing Technology 2026-04-21 rs-9326628
stochastic representation autocorrelation beta regression sequential optimization

Mehmet Samet Duran, Tevfik Aytekin

In recent years, automatic text summarization has witnessed significantadvancement, particularly with the development of transformer-based models.However, the challenge of controlling the readability ...

Research Square 2026-04-21 rs-9418915
Automatic text summarization readability large language models artificial intelligence

Lingling Chen, Wanying Gao, Yang Song, Jiaqi Nie, Zengliang Wang, Henan Cao, Xiao Jiang, Shulei Jia

Background This integrative assessment delineates present and projected hotspots for four dominant tick species in the Beijing-Tianjin-Hebei (BTH) region, providing a spatial basis for targeted survei...

Research Square 2026-04-21 rs-9251988
Ticks and tick-borne diseases MaxEnt model Beijing-Tianjin-Hebei (BTH) region Suitability area Environmental factors

Francis Mackin, Raymond Flynn, Shane O’Neill, Hugh Cushnan, Patrick Rath

Groundwater regimes are key determinants influencing the outcome of peatland ecosystem restoration programmes. Despite widespread application, impacts of ditch blocking on water table levels (WTLs) re...

Wetlands 2026-04-21 rs-8893213
Atlantic Blanket Bog Restoration Water Table Machine Learning Quantification

Xiaolong Li, Zhihui Huang, Jinxiang Yang, Yongsheng Chen, Yu Yun, Jian Lang, Xiang Liu, Shiwen Zhang, Huijun Wu

Modeling air quality concentration plays a crucial role in predicting and mitigating airborne pollutant levels. This study collected and organized daily average air quality data and meteorological dat...

Research Square 2026-04-21 rs-8839228
Air quality Machine learning Random forest Support vector machine Mining city

Oleksandr Karasov, Usama Humayun, Oleh Prylutskyi, Henrikki Tenkanen

Among the various disruptions to landscape sustainability caused by the full-scale invasion of Ukraine, the war-related impacts on the supply of cultural ecosystem services (CES) remain understudied. ...

Research Square 2026-04-21 rs-9472717
cultural ecosystem services outdoor recreation AlphaEarth location-based social media GeoAI war

Xi Chen, Zexu Wei, Ranran Yu, Junnan Xu, Chenyu Tao, Aixia Zhang, Longjie Li, Xiaoshan Zhang, Jin He, Jiajun Yu, Xuhuang Xiao, Jiahui Guo, Tong Wang, Wei Gong, Yanbo Wang, Chen-Yu Zhang, Dijun Chen, Zhang-Peng Chen, Chenbo Ji

Postnatal depression (PND) increases the risk of neurodevelopmental impairments in offspring, yet the underlying mechanisms remain elusive. Here, we identify an intergenerational signaling pathway whe...

Nature Portfolio 2026-04-21 rs-9365315

Yuxiang Nan

Automatic Grammar Error Correction (GEC) is a classic NLP challenge that has been applied to language education, professional writing aid, and cross-lingual communication. Despite considerable progres...

Discover Artificial Intelligence 2026-04-21 rs-9232599
Grammar error correction Graph attention network BERT Transformer Multi-level error detection LoRA fine-tuning BEA-2019 CoNLL-2014 JFLEG Educational NLP
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