Volume I. introduction to DUNE B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... Journal of instrumentation 15 (08), T08008, 2020 | 401* | 2020 |
Enforcing analytic constraints in neural networks emulating physical systems T Beucler, M Pritchard, S Rasp, J Ott, P Baldi, P Gentine Physical Review Letters 126 (9), 098302, 2021 | 285 | 2021 |
Long-baseline neutrino oscillation physics potential of the DUNE experiment B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... The European Physical Journal C 80 (10), 1-34, 2020 | 257 | 2020 |
Supernova neutrino burst detection with the deep underground neutrino experiment: DUNE Collaboration B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... The European Physical Journal C 81 (5), 423, 2021 | 184 | 2021 |
Deep underground neutrino experiment (DUNE) near detector conceptual design report AA Abud, B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, ... Instruments 5 (4), 31, 2021 | 177 | 2021 |
Volume IV. The DUNE far detector single-phase technology B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... Journal of instrumentation 15 (08), T08010, 2020 | 164 | 2020 |
Prospects for beyond the Standard Model physics searches at the Deep Underground Neutrino Experiment: DUNE Collaboration B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... The European Physical Journal C 81, 1-51, 2021 | 158 | 2021 |
First results on ProtoDUNE-SP liquid argon time projection chamber performance from a beam test at the CERN Neutrino Platform B Abi, AA Abud, R Acciarri, MA Acero, G Adamov, M Adamowski, ... Journal of instrumentation 15 (12), P12004, 2020 | 143 | 2020 |
Sherpa: Robust hyperparameter optimization for machine learning L Hertel, J Collado, P Sadowski, J Ott, P Baldi SoftwareX 12, 100591, 2020 | 137 | 2020 |
A fortran‐keras deep learning bridge for scientific computing J Ott, M Pritchard, N Best, E Linstead, M Curcic, P Baldi Scientific Programming 2020 (1), 8888811, 2020 | 124 | 2020 |
Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC AA Abud, B Abi, R Acciarri, MA Acero, MR Adames, G Adamov, D Adams, ... Journal of Instrumentation 17 (01), P01005, 2022 | 71 | 2022 |
A deep learning approach to identifying source code in images and video J Ott, A Atchison, P Harnack, A Bergh, E Linstead Proceedings of the 15th International Conference on Mining Software …, 2018 | 62 | 2018 |
Neutrino interaction classification with a convolutional neural network in the DUNE far detector B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... Physical Review D 102 (9), 092003, 2020 | 58 | 2020 |
Assessing the potential of deep learning for emulating cloud superparameterization in climate models with real‐geography boundary conditions G Mooers, M Pritchard, T Beucler, J Ott, G Yacalis, P Baldi, P Gentine Journal of Advances in Modeling Earth Systems 13 (5), e2020MS002385, 2021 | 46 | 2021 |
Experiment simulation configurations approximating DUNE TDR B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ... arXiv preprint arXiv:2103.04797, 2021 | 43 | 2021 |
Exploring the efficacy of transfer learning in mining image-based software artifacts N Best, J Ott, EJ Linstead Journal of Big Data 7, 1-10, 2020 | 38 | 2020 |
Learning lexical features of programming languages from imagery using convolutional neural networks J Ott, A Atchison, P Harnack, N Best, H Anderson, C Firmani, E Linstead Proceedings of the 26th conference on program comprehension, 336-339, 2018 | 32 | 2018 |
An end-to-end CNN with attentional mechanism applied to raw EEG in a BCI classification task E Lashgari, J Ott, A Connelly, P Baldi, U Maoz Journal of Neural Engineering 18 (4), 0460e3, 2021 | 29 | 2021 |
Low exposure long-baseline neutrino oscillation sensitivity of the DUNE experiment AA Abud, B Abi, R Acciarri, MA Acero, MR Adames, G Adamov, D Adams, ... Physical Review D 105 (7), 072006, 2022 | 24 | 2022 |
Cryptocurrency ecosystems and social media environments: An empirical analysis through Hawkes’ models and natural language processing M Ortu, S Vacca, G Destefanis, C Conversano Machine Learning with Applications 7, 100229, 2022 | 24 | 2022 |