Machine Learning Methods

S.K. Kim; Ricardo Shousha; S.M. Yang; Qiming Hu; S.H. Hahn; Azarakhsh Jalalvand; JK Park; N.C. Logan; A. Nelson; Yong-Su Na; R. Nazikian; R.S. Wilcox; R. Hong; T.L. Rhodes; C. Paz-Soldan; Y.M. Jeon; Minwoo Kim; W.H. Ko; J. H. Lee; A. Battey; G. Yu; A. Bortolon; J. Snipes; Egemen Kolemen2024·Nature CommunicationsTier 1

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21 Jan 2026|arxiv:2401.11896

Comparison of Model Output Statistics and Neural Networks to Postprocess Wind Gusts

Cristina Primo; Benedikt Schulz; Sebastian Lerch; Reinhold Hess2024·arXiv Preprint

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12 Mar 2026|10.1016/j.ins.2025.122096

Signed graphs in data sciences via communicability geometry

Fernando Diaz-Diaz; Ernesto Estrada2024·arXiv Preprint

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10 Jan 2026|https://doi.org/10.1038/s41586-024-07966-0

The genetic architecture of protein stability

Philosophy

André J. Faure; Aina Martí-Aranda; Cristina Hidalgo-Carcedo; Toni Beltran; Jörn M. Schmiedel; Ben Lehner2024·NatureTier 1

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18 Jan 2026|10.1109/ICC51166.2024.10622623

RSCNet: Dynamic CSI Compression for Cloud-based WiFi Sensing

Borna Barahimi; Hakam Singh; Hina Tabassum; Omer Waqar; Mohammad Omer2024·arXiv Preprint

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28 Jan 2026|10.1016/j.neuron.2024.06.027

Dissecting attention: Rate modulation vs. phase locking.

Esghaei; Moein; Martinez-Trujillo; Julio; Treue + 1 more2024·NeuronTier 2

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31 Jan 2026|arxiv:2402.00310

Seismic Traveltime Tomography with Label-free Learning

Feng Wang; Bo Yang; Renfang Wang; Hong Qiu2024·arXiv Preprint

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17 Jan 2026|arxiv:2401.10396

Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data

Jinxin Liu; Petar Djukic; Michel Kulhandjian; Burak Kantarci2024·arXiv Preprint

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19 Jan 2026|10.1038/s41598-024-69319-1

Novel cost-effective method for forecasting COVID-19 and hospital occupancy using deep learning.

Ajali-Hernández; Nabil I; Travieso-González; Carlos M2024·Scientific reportsTier 2

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14 Jan 2026|https://doi.org/10.1038/s41467-024-52247-z

Space-based observations of tropospheric ethane map emissions from fossil fuel extraction

Environmental Science

Jared F. Brewer; Dylan B. Millet; Kelley C. Wells; Vivienne H. Payne; S. S. Kulawik; Corinne Vigouroux; Karen Cady‐Pereira; Rick Pernak; Minqiang Zhou2024·Nature CommunicationsTier 1

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3 Apr 2026|10.1016/j.eneco.2024.107410

A carbon tax versus clean subsidies: Optimal and suboptimal policies for the clean transition

Anthony Wiskich2024·Energy EconomicsTier 1

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26 Feb 2026|arxiv:2402.17358

SoFA: Shielded On-the-fly Alignment via Priority Rule Following

Xinyu Lu; Bowen Yu; Yaojie Lu; Hongyu Lin; Haiyang Yu; Le Sun; Xianpei Han; Yongbin Li2024·arXiv Preprint

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