Computational pan-genomics: status, promises and challenges Briefings in bioinformatics 19 (1), 118-135, 2018 | 341 | 2018 |
Enhanced terahertz emission from impurity compensated GaSb R Ascázubi, C Shneider, I Wilke, R Pino, PS Dutta Physical Review B 72 (4), 045328, 2005 | 94 | 2005 |
The data-driven future of high-energy-density physics PW Hatfield, JA Gaffney, GJ Anderson, S Ali, L Antonelli, ... Nature 593 (7859), 351-361, 2021 | 82 | 2021 |
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects L Pauly, W Rharbaoui, C Shneider, A Rathinam, V Gaudilliere, D Aouada | 25 | 2023 |
The magnetized disk-halo transition region of M51 M Kierdorf, SA Mao, R Beck, A Basu, A Fletcher, C Horellou, F Tabatabaei, ... arXiv preprint arXiv:2007.00702, 2020 | 19 | 2020 |
Depolarization of synchrotron radiation in a multilayer magneto-ionic medium C Shneider, M Haverkorn, A Fletcher, A Shukurov Astronomy & Astrophysics 567, A82, 2014 | 18 | 2014 |
sv-callers: a highly portable parallel workflow for structural variant detection in whole-genome sequence data A Kuzniar, J Maassen, S Verhoeven, L Santuari, C Shneider, ... PeerJ 8, e8214, 2020 | 16 | 2020 |
Constraining regular and turbulent magnetic field strengths in M 51 via Faraday depolarization C Shneider, M Haverkorn, A Fletcher, A Shukurov Astronomy & Astrophysics 568, A83, 2014 | 13 | 2014 |
Probabilistic Prediction of Dst Storms One‐Day‐Ahead Using Full‐Disk SoHO Images A Hu, C Shneider, A Tiwari, E Camporeale Space weather 20 (8), e2022SW003064, 2022 | 10 | 2022 |
A machine-learning-ready dataset prepared from the solar and heliospheric observatory mission C Shneider, A Hu, AK Tiwari, MG Bobra, K Battams, J Teunissen, ... arXiv preprint arXiv:2108.06394, 2021 | 6 | 2021 |
Single-frame super-resolution of solar magnetograms: Investigating physics-based metrics\& losses A Jungbluth, X Gitiaux, SA Maloney, C Shneider, PJ Wright, A Kalaitzis, ... arXiv preprint arXiv:1911.01490, 2019 | 5 | 2019 |
AI-ready data in solar physics and space science: Concerns, mitigation and recommendations B Poduval, RL McPherron, R Walker, MD Himes, KM Pitman, AR Azari, ... Bulletin of the American Astronomical Society 55 (3), 325, 2023 | 3 | 2023 |
Hardware aware evolutionary neural architecture search using representation similarity metric N Sinha, A El Rahman Shabayek, A Kacem, P Rostami, C Shneider, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 2 | 2024 |
AI-ready data in space science and solar physics: problems, mitigation and action plan SW Bala Poduval, R. L. McPherron, R. Walker, M. D. Himes, K. M. Pitman, A. R ... Frontiers in Astronomy and Space Sciences, section Space Physics. 10, 7, 2023 | 2* | 2023 |
Artificial intelligence for the advancement of lunar and planetary science and exploration I Varatharajan, D Angerhausen, E Antoniadou, V Bickel, M D'Amore, ... Bulletin of the American Astronomical Society 53 (4), 222, 2021 | 2 | 2021 |
Cross-calibration, super-resolution, and uncertainty estimation of the conversion of MDI and GONG to HMI full-disk magnetograms using deep learning A Munoz-Jaramillo, A Jungbluth, X Gitiaux, P Wright, C Shneider, ... American Astronomical Society Meeting Abstracts 53 (6), 123.03, 2021 | 1 | 2021 |
Biomars: A foundational high-resolution environmental sensor array N Cabrol, LK Fenton, K Warren-Rhodes, J Hines, N Hinman, J Moersch, ... Bulletin of the American Astronomical Society 53 (4), 349, 2021 | 1 | 2021 |
Ideas for Improving the Field of Machine Learning: Summarizing Discussion from the NeurIPS 2019 Retrospectives Workshop S Sodhani, MS Jaiswal, L Baker, K Sinha, C Shneider, P Henderson, ... arXiv preprint arXiv:2007.10546, 2020 | 1 | 2020 |
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties X Gitiaux, SA Maloney, A Jungbluth, C Shneider, PJ Wright, AG Baydin, ... arXiv preprint arXiv:1911.01486, 2019 | 1 | 2019 |
A portable and scalable workflow for detecting structural variants in whole-genome sequencing data A Kuzniar, J Maassen, S Verhoeven, L Santuari, C Shneider, ... 2018 IEEE 14th International Conference on e-Science (e-Science), 303-304, 2018 | 1 | 2018 |