-
1دورية أكاديمية
المؤلفون: Jayaraman J. Thiagarajan, Bindya Venkatesh, Rushil Anirudh, Peer-Timo Bremer, Jim Gaffney, Gemma Anderson, Brian Spears
المصدر: Nature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
مصطلحات موضوعية: Science
وصف الملف: electronic resource
Relation: https://doaj.org/toc/2041-1723
-
2
المؤلفون: Jim A. Gaffney, Kelli Humbird, Michael Kruse, Eugene Kur, Bogdan Kustowski, Ryan Nora, Brian Spears
المصدر: Contributions to Plasma Physics.
مصطلحات موضوعية: Condensed Matter Physics
-
3
المصدر: Proceedings of the National Academy of Sciences of the United States of America
مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, Multidisciplinary, Artificial neural network, Computer science, Computer Sciences, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, inertial confinement fusion, Inverse, FOS: Physical sciences, Sampling artifacts, Machine Learning (stat.ML), Computational Physics (physics.comp-ph), surrogate modeling, law.invention, Machine Learning (cs.LG), machine learning, law, Statistics - Machine Learning, Physical Sciences, Inertial confinement fusion, Manifold (fluid mechanics), Algorithm, Physics - Computational Physics
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1497c3f3b4257d2c8796f8b4bd07a531
http://europepmc.org/articles/PMC7211929 -
4
المؤلفون: Brian Spears, Kelli Humbird, J. L. Peterson, Ryan G. McClarren
المصدر: IEEE Transactions on Plasma Science. 48:61-70
مصطلحات موضوعية: Nuclear and High Energy Physics, Artificial neural network, Computer science, Process (computing), Implosion, Experimental data, Condensed Matter Physics, 01 natural sciences, 010305 fluids & plasmas, High fidelity, 0103 physical sciences, Calibration, Transfer of learning, Algorithm, Inertial confinement fusion
-
5
المؤلفون: Dan Maljovec, Luc Peterson, Jae-Seung Yeom, Valerio Pascucci, Brian Spears, Sam Ade Jacobs, Harsh Bhatia, David Hysom, Di Wang, Rushil Anirudh, Shusen Liu, Brian Van Essen, Peer-Timo Bremer, Peter B. Robinson, Jayaraman J. Thiagarajan, Jim Gaffney
المصدر: IEEE Transactions on Visualization and Computer Graphics. 26:291-300
مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer science, Computer Science - Human-Computer Interaction, Machine Learning (stat.ML), 02 engineering and technology, Machine learning, computer.software_genre, Machine Learning (cs.LG), Human-Computer Interaction (cs.HC), Data-driven, Data visualization, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Use case, Neural and Evolutionary Computing (cs.NE), Interpretability, business.industry, Computer Science - Neural and Evolutionary Computing, 020207 software engineering, Computer Graphics and Computer-Aided Design, Visualization, Signal Processing, Scalability, Topological data analysis, Computer Vision and Pattern Recognition, Artificial intelligence, business, computer, Software
-
6Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion
المؤلفون: Bogdan Kustowski, Brian Spears, Rushil Anirudh, Gemma J. Anderson, Jayaraman J. Thiagarajan, Jim Gaffney
المصدر: IEEE Transactions on Plasma Science. 48:46-53
مصطلحات موضوعية: Nuclear and High Energy Physics, Artificial neural network, business.industry, Experimental data, Condensed Matter Physics, Machine learning, computer.software_genre, 01 natural sciences, 010305 fluids & plasmas, Data modeling, Data set, Range (mathematics), Surrogate model, 0103 physical sciences, Artificial intelligence, business, Transfer of learning, Knowledge transfer, computer
-
7
المؤلفون: Mark Eckart, Laura Robin Benedetti, Shahab Khan, J. D. Kilkenny, Leonard Jarrott, Brian Spears, David Schlossberg, J. E. Field, Christopher Young, Ryan Nora, M. Gatu Johnson, Daniel Casey, A. J. Mackinnon, W. W. Hsing, E. P. Hartouni, A. S. Moore, Robert Hatarik, D. H. Munro, Otto Landen, Sabrina Nagel, P. K. Patel, B. J. MacGowan, David N. Fittinghoff, Petr Volegov, R. M. Bionta, Arthur Pak, Gary Grim, B. Bachmann, K. D. Meaney, V. Geppert-Kleinrath
المصدر: Physical Review Letters. 127
مصطلحات موضوعية: Physics, Jet (fluid), General Physics and Astronomy, Mechanics, Laser, Neutron spectroscopy, law.invention, Physics::Fluid Dynamics, law, Neutron, National Ignition Facility, Anisotropy, Inertial confinement fusion, Doppler broadening
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8493b0cb19be30a0d93d5dfb16775dfb
https://doi.org/10.1103/physrevlett.127.125001 -
8
المؤلفون: Elizabeth Grace, Brian Spears, Timo Bremer, Jorge J. Rocca, Tammy Ma, Derek Mariscal, Graeme Scott, Raspberry Simpson
المصدر: High Power Lasers for Fusion Research VI.
مصطلحات موضوعية: Cognitive simulation, Data acquisition, Repetition (rhetorical device), High energy density physics, Computer science, business.industry, Paradigm shift, Electrical engineering, Data analysis, business
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::3875d216cdc1c94f0d5d7b2b9d695c14
https://doi.org/10.1117/12.2587065 -
9
المؤلفون: J. L. Peterson, Brian Spears, Kelli Humbird, Jay D. Salmonson
مصطلحات موضوعية: FOS: Computer and information sciences, Computer Science - Machine Learning, Process (engineering), Multiphysics, FOS: Physical sciences, Context (language use), Machine learning, computer.software_genre, 01 natural sciences, 010305 fluids & plasmas, Machine Learning (cs.LG), 0103 physical sciences, 010306 general physics, Physics, Artificial neural network, business.industry, Experimental data, Condensed Matter Physics, Physics - Plasma Physics, Plasma Physics (physics.plasm-ph), Key (cryptography), Artificial intelligence, Transfer of learning, National Ignition Facility, business, computer
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::efbc843bbe634d607a6e13d07c435c51
-
10
المؤلفون: Jim Gaffney, Bindya Venkatesh, Brian Spears, Peer-Timo Bremer, Rushil Anirudh, Gemma J. Anderson, Jayaraman J. Thiagarajan
المصدر: Nature Communications, Vol 11, Iss 1, Pp 1-10 (2020)
Nature Communicationsمصطلحات موضوعية: 0301 basic medicine, FOS: Computer and information sciences, Computer Science - Machine Learning, Mean squared error, Calibration (statistics), Computer science, Science, media_common.quotation_subject, General Physics and Astronomy, FOS: Physical sciences, Machine Learning (stat.ML), Interval (mathematics), 010501 environmental sciences, Machine learning, computer.software_genre, 01 natural sciences, Article, General Biochemistry, Genetics and Molecular Biology, Machine Learning (cs.LG), 03 medical and health sciences, Statistics - Machine Learning, Prior probability, Function (engineering), lcsh:Science, 0105 earth and related environmental sciences, media_common, Multidisciplinary, business.industry, Deep learning, Scientific data, General Chemistry, Constraint (information theory), Noise, 030104 developmental biology, Physics - Data Analysis, Statistics and Probability, lcsh:Q, Artificial intelligence, business, computer, Data Analysis, Statistics and Probability (physics.data-an)
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bdd4297a4ac3025f0085d29fb4dc6fc2
http://arxiv.org/abs/2005.02328