Zobrazeno 1 - 10
of 195
pro vyhledávání: '"Jacqueline H. Chen"'
Publikováno v:
Applications in Energy and Combustion Science, Vol 12, Iss , Pp 100087- (2022)
Many state-of-the-art machine learning (ML) fields rely on large datasets and massive deep learning models (with O(109) trainable parameters) to predict target variables accurately without overfitting. Within combustion, a wealth of data exists in th
Externí odkaz:
https://doaj.org/article/abb66e0b52ed4056a8616fe487e2a0c2
Autor:
Maher Salloum, Nathan D. Fabian, David M. Hensinger, Jina Lee, Elizabeth M. Allendorf, Ankit Bhagatwala, Myra L. Blaylock, Jacqueline H. Chen, Jeremy A. Templeton, Irina Tezaur
Publikováno v:
Data Science and Engineering, Vol 3, Iss 1, Pp 1-23 (2017)
Abstract Exascale computing promises quantities of data too large to efficiently store and transfer across networks in order to be able to analyze and visualize the results. We investigate compressed sensing (CS) as an in situ method to reduce the si
Externí odkaz:
https://doaj.org/article/a64fa43256494184a5cbaf6fddcba48f
Publikováno v:
Proceedings of the Combustion Institute.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c34bc8ed65b0495edfc3a936f28c83c1
https://doi.org/10.1016/j.proci.2022.07.266
https://doi.org/10.1016/j.proci.2022.07.266
Publikováno v:
IEEE Transactions on Visualization and Computer Graphics. :1-11
Spatial statistical analysis of multivariate volumetric data can be challenging due to scale, complexity, and occlusion. Advances in topological segmentation, feature extraction, and statistical summarization have helped overcome the challenges. This
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9bfaa43f54398367eda3921421520324
https://doi.org/10.1109/tvcg.2022.3209473
https://doi.org/10.1109/tvcg.2022.3209473
Publikováno v:
Proceedings of the Combustion Institute.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9b50855b304bccc076dbeaa4e2031efa
https://doi.org/10.1016/j.proci.2022.09.013
https://doi.org/10.1016/j.proci.2022.09.013
Publikováno v:
Combustion and Flame. 228:292-301
In the present work, premixed combustion in a turbulent boundary layer under auto-ignitive conditions is investigated using direct numerical simulation (DNS). The turbulent inflow of the reactive DNS is obtained by temporal sampling of a correspondin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e73dfab2f787b2fdef337b0b08c22281
https://doi.org/10.1016/j.combustflame.2021.02.005
https://doi.org/10.1016/j.combustflame.2021.02.005
Influence of gas expansion on the propagation of a premixed flame in a spatially periodic shear flow
Publikováno v:
Combustion and Flame. 227:421-427
It has been previously demonstrated that thermal gas expansion might have a role in boundary layer flashback of premixed turbulent flames [Gruber et al., J Fluid Mech 2012], inducing local flow-reversal in the boundary layer's low-velocity streaks on
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::04388e685267e1f515321d1a13e54460
https://doi.org/10.1016/j.combustflame.2021.01.025
https://doi.org/10.1016/j.combustflame.2021.01.025
Publikováno v:
Combustion and Flame. 225:349-363
The safe operation of aeronautical engines requires an understanding of flame ignition, propagation and extinction. In this study, direct numerical simulations are performed using a 29 species reduced chemical mechanism for jet fuel surrogate Jet A t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e9e818eac2e7b0c4ce382c85b5e82c88
https://doi.org/10.1016/j.combustflame.2020.11.003
https://doi.org/10.1016/j.combustflame.2020.11.003
Publikováno v:
Combustion and Flame. 225:417-427
The evaporation and combustion of n -heptane droplets under high pressure (20 atm) conditions were investigated using three-dimensional direct numerical simulations (DNS) in the present work. Two ambient temperatures were considered, i.e. 860 K and 1
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::04b4d2230eff904c531dfab26f135596
https://doi.org/10.1016/j.combustflame.2020.11.021
https://doi.org/10.1016/j.combustflame.2020.11.021
Publikováno v:
Combustion and Flame. 250:112514
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a215a3dd86c15ddbabdae5f4daaa11b8
https://doi.org/10.1016/j.combustflame.2022.112514
https://doi.org/10.1016/j.combustflame.2022.112514