Plenary I
FOCUS · A01 · ID: 764523
Presentations
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Lightning Interferometry, attachment, and wind energy
ORAL · Invited
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Publication: 1) Production of runaway electrons and x-rays during streamer inception phase, (submitted to Journal of Physics D, Sept 2022)
2) Jensen, D. P., Sonnenfeld, R. G., Stanley, M. A., Edens, H. E., da Silva, C. L., & Krehbiel, P. R. (2021). Dart-leader
and K-leader velocity from initiation site to termination time-resolved with 3D interferometry. Journal of Geophysical Research: Atmospheres, 126, e2020JD034309. https://doi.org/10.1029/2020JD034309Presenters
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Richard G Sonnenfeld
- New Mexico Tech and Langmuir Lab
- New Mexico Institute of Mining and Techn
Authors
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Richard G Sonnenfeld
- New Mexico Tech and Langmuir Lab
- New Mexico Institute of Mining and Techn
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Daniel P Jensen
- New Mexico Tech and Langmuir Lab
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Xuan-Min Shao
- Los Alamos National Laboratory
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Luis Contreras Vidal
- New Mexico Tech and Langmuir Lab
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Caitano da Silva
- New Mexico Tech and Langmuir Lab
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Machine Learning for Chemical Properties and Materials
ORAL · Invited
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Publication: References:
1. J. S. Smith, B. Nebgen, N. Mathew, J. Chen, N. Lubbers, L. Burakovsky, S. Tretiak, H. Ah Nam,
T. Germann, S. Fensin, K. Barros, "Automated discovery of a robust interatomic potential for
aluminum" Nature Comm. 12, 1257 (2021).
2. A. E. Sifain, L. Lystrom, R. Messerly, J. S. Smith, B. Nebgen, K. Barros, S. Tretiak, N. Lubbers,
and B. J. Gifford, "Predicting Phosphorescence and Inferring Wavefunction Localization with
Machine Learning," Chem. Sci., 12, 10207 – 10217 (2021).
3. R. Zubatyuk, B. Nebgen, J. S. Smith, S. Tretiak and O. Isayev, "Teaching neural network to attach
and detach electrons from molecules" Nature Comm. 12, 4870 (2021).
4. M. Kulichenko, J. S. Smith, B. Nebgen, N. Fedik, A. I. Boldyrev, N. Lubbers, K. Barros and S.
Tretiak, "The rise of neural networks for materials and chemical dynamics," J. Phys. Chem. Lett.
(Perspectives, journal cover page) 12, 6227 – 6244 (2021).Presenters
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Sergei Tretiak
- Los Alamos Natl Lab
Authors
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Sergei Tretiak
- Los Alamos Natl Lab
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Plenary I Zoom Link
ORAL