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Academic Journal

Availability predictions of solar power plants using multiple regression and neural networks: an analytical study

Authors : Ashish Kumar; Kanak Saini; Dinesh Kumar Saini

Subjects: Solar PV Power Plant; Artificial Neural Networks; Regression Model

Source: Journal of Nigerian Society of Physical Sciences, Vol 7, Iss 2 (2025)

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Academic Journal

Attention-Based Batch Normalization for Binary Neural Networks

Authors : Shan Gu; Guoyin Zhang; Chengwei Jia

Subjects: Binary neural networks; batch normalizationa; deep learning

Source: Entropy, Vol 27, Iss 6, p 645 (2025)

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Academic Journal

Trade-off between gradient measurement efficiency and expressivity in deep quantum neural networks

Authors : Koki Chinzei; Shinichiro Yamano; Quoc Hoan Tran

Subjects: Physics; QC1-999; Electronic computers. Computer science

Source: npj Quantum Information, Vol 11, Iss 1, Pp 1-9 (2025)

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Academic Journal

Searching the structure of couplings in a chaotic maps ensemble by means of neural networks

Authors : Shabunin, Aleksej Vladimirovich

Subjects: dynamical chaos; artificial neural networks; ensembles of maps

Source: Известия высших учебных заведений: Прикладная нелинейная динамика, Vol 32, Iss 5, Pp 636-653 (2024)

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Academic Journal

Rapid identification of foodborne pathogenic bacteria using hyperspectral imaging combined with convolutional neural networks(高光谱结合卷积神经网络对食源性致病菌的快速识别)

Authors : 周贯旭(ZHOU Guanxu); 姜红(JIANG Hong); 徐雪芳(XU Xuefang)

Subjects: Electronic computers. Computer science; QA75.5-76.95; Physics

Source: Zhejiang Daxue xuebao. Lixue ban, Vol 52, Iss 4, Pp 489-495 (2025)

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Academic Journal

Interpreting convolutional neural networks' low-dimensional approximation to quantum spin systems

Authors : Yilong Ju; Shah Saad Alam; Jonathan Minoff

Subjects: Quantum Physics; 0303 health sciences; Strongly Correlated Electrons (cond-mat.str-el)

Source: Physical Review Research, Vol 7, Iss 1, p 013094 (2025)

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Academic Journal

A priori physical information to aid generalization capabilities of neural networks for hydraulic modeling

Authors : Gianmarco Guglielmo; Andrea Montessori; Jean-Michel Tucny

Subjects: physical training strategies; Physics; QC1-999

Source: Frontiers in Complex Systems, Vol 2 (2025)

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Academic Journal

Mitigating Long-Term Forecasting Bias in Time-Series Neural Networks via Ensemble of Short-Term Dependencies

Authors : Jiahui Wang; Wenqian Zhou; Fangshu Chen

Subjects: time-series forecasting; time-series neural networks; long-term bias

Source: Applied Sciences, Vol 15, Iss 11, p 6371 (2025)

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Academic Journal

Crack Identification for Bridge Condition Monitoring Combining Graph Attention Networks and Convolutional Neural Networks

Authors : Feiyu Chen; Tong Tong; Jiadong Hua

Subjects: crack identification; convolutional neural networks; graph attention networks

Source: Applied Sciences, Vol 15, Iss 10, p 5452 (2025)

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Academic Journal

Graph-Level Label-Only Membership Inference Attack Against Graph Neural Networks

Authors : Jiazhu Dai; Yubing Lu

Subjects: graph neural networks; membership inference attack; graph classification

Source: Applied Sciences, Vol 15, Iss 9, p 5086 (2025)

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Availability predictions of solar power plants using multiple regression and neural networks: an analytical study

Attention-Based Batch Normalization for Binary Neural Networks

Trade-off between gradient measurement efficiency and expressivity in deep quantum neural networks

Searching the structure of couplings in a chaotic maps ensemble by means of neural networks

Rapid identification of foodborne pathogenic bacteria using hyperspectral imaging combined with convolutional neural networks(高光谱结合卷积神经网络对食源性致病菌的快速识别)

Interpreting convolutional neural networks' low-dimensional approximation to quantum spin systems

A priori physical information to aid generalization capabilities of neural networks for hydraulic modeling

Mitigating Long-Term Forecasting Bias in Time-Series Neural Networks via Ensemble of Short-Term Dependencies

Crack Identification for Bridge Condition Monitoring Combining Graph Attention Networks and Convolutional Neural Networks

Graph-Level Label-Only Membership Inference Attack Against Graph Neural Networks

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