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    Molecular optimization using a conditional transformer for reaction-aware compound exploration with reinforcement learning by Shogo Nakamura, Nobuaki Yasuo, Masakazu Sekijima

    Published 2025-02-01
    “…Because of recent advances in deep learning, molecular generative models have been developed. …”
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    Teacher-student relationships as a pathway to sustainable learning: Psychological insights on motivation and self-efficacy by Jurong Liu, Juan Gao, Muhammad Hassan Arshad

    Published 2025-04-01
    “…The findings bear implications for educators and policymakers aiming to create more inclusive, supportive, and sustainability-driven learning environments.…”
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    Physics-aware machine learning for glacier ice thickness estimation: a case study for Svalbard by V. Steidl, J. L. Bamber, J. L. Bamber, X. X. Zhu, X. X. Zhu

    Published 2025-02-01
    “…In this study, we use deep learning paired with physical knowledge to generate ice thickness estimates for all glaciers of Spitsbergen, Barentsøya, and Edgeøya in Svalbard. …”
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    Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning by Zhaoxiang Cai, Sofia Apolinário, Ana R. Baião, Clare Pacini, Miguel D. Sousa, Susana Vinga, Roger R. Reddel, Phillip J. Robinson, Mathew J. Garnett, Qing Zhong, Emanuel Gonçalves

    Published 2024-11-01
    “…Addressing this, our study introduces an unsupervised deep learning model, MOSA (Multi-Omic Synthetic Augmentation), specifically designed to integrate and augment the Cancer Dependency Map (DepMap). …”
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