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Aashwin Mishra

united states department of energy (doe)

19H-index
76Paper Count
1.0KCitation Count
Published Papers 20
Publication Date
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Data driven drift correction for complex optical systems
errJournal of Synchrotron Radiation
IF3
err2026-05-01
err0
errOAAI
errMishra, Aashwin; Seaberg, Matthew; Roussel, Ryan; Song, Sanghoon; Edelen, Auralee; Ratner, Daniel; Mehta, Apurva
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Bridging Human and Artificial Intelligence: Modeling Human Learning with Explainable AI Tools
errAI
IF5
err2026-03-01
err0
errOAAI
errRoussel Rahman; Jane Shtalenkova; Aashwin Ananda Mishra; Wan-Lin Hu
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errSave
Active Learning for Rapid Targeted Synthesis of Compositionally Complex Alloys
errMATERIALS
IF3.2
err2024-08-14
err0
errOAAI
errJohnson, Nathan S.; Mishra, Aashwin Ananda; Kirsch, Dylan J.; Mehta, Apurva
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errSave
Physics constrained unsupervised deep learning for rapid, high resolution scanning coherent diffraction reconstruction
errSCIENTIFIC REPORTS
IF3.9
err2023-12-21
err5
errOAAI
errHoidn, Oliver; Mishra, Aashwin Ananda; Mehta, Apurva
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errSave
Low-energy Electron-track Imaging for a Liquid Argon Time-projection-chamber Telescope Concept Using Probabilistic Deep Learning
errASTROPHYSICAL JOURNAL
IF5.4
err2023-01-13
err2
errOAAI
errBuuck, M.; Mishra, A.; Charles, E.; Di Lalla, N.; Hitchcock, O. A.; Monzani, M. E.; Omodei, N.; Shutt, T.
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errSave
Gamma Ray Source Localization for Time Projection Chamber Telescopes Using Convolutional Neural Networks
errAI
IF5
err2022-11-30
err1
errOAAI
errKhek, Brandon; Mishra, Aashwin; Buuck, Micah; Shutt, Tom
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errSave
Combustion machine learning: Principles, progress and prospects
errPROGRESS IN ENERGY AND COMBUSTION SCIENCE
IF37
err2022-07-01
err127
errOAAI
errIhme, Matthias; Chung, Wai Tong; Mishra, Aashwin Ananda
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Interpretable data-driven methods for subgrid-scale closure in LES for transcritical LOX/GCH4 combustion
errCOMBUSTION AND FLAME
IF6.2
err2022-05-01
err13
errOAAI
errChung, Wai Tong; Mishra, Aashwin Ananda; Ihme, Matthias
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errSave
Improving surrogate model accuracy for the LCLS-II injector frontend using convolutional neural networks and transfer learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-10-01
err10
errOAAI
errGupta, Lipi; Edelen, Auralee; Neveu, Nicole; Mishra, Aashwin; Mayes, Christopher; Kim, Young-Kee
errShare
errSave
Data-assisted combustion simulations with dynamic submodel assignment using random forests
errCOMBUSTION AND FLAME
IF6.2
err2021-05-01
err38
errOAAI
errChung, Wai Tong; Mishra, Aashwin Ananda; Perakis, Nikolaos; Ihme, Matthias
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errSave
Design exploration and optimization under uncertainty
errPHYSICS OF FLUIDS
IF4.3
err2020-08-17
err27
PREAI
errMishra, Aashwin Ananda; Mukhopadhaya, Jayant; Alonso, Juan; Iaccarino, Gianluca
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errSave
Single-point structure tensors in turbulent channel flows with smooth and wavy walls
errPHYSICS OF FLUIDS
IF4.3
err2019-12-17
err8
PREAI
errYuan, Junlin; Mishra, Aashwin Ananda; Brereton, Giles; Iaccarino, Gianluca; Vartdal, Magnus
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errSave
Optimization under turbulence model uncertainty for aerospace design
errPHYSICS OF FLUIDS
IF4.3
err2019-10-24
err27
PREAI
errCook, L. W.; Mishra, A. A.; Jarrett, J. P.; Willcox, K. E.; Iaccarino, G.
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errSave
Theoretical analysis of tensor perturbations for uncertainty quantification of Reynolds averaged and subgrid scale closures
errPHYSICS OF FLUIDS
IF4.3
err2019-07-03
err22
PREAI
errMishra, A. A.; Iaccarino, G.
errShare
errSave
Linear analysis of non-local physics in homogeneous turbulent flows
errPHYSICS OF FLUIDS
IF4.3
err2019-03-07
err21
PREAI
errMishra, Aashwin Ananda; Girimaji, Sharath
errShare
errSave
Estimating uncertainty in homogeneous turbulence evolution due to coarse-graining
errPHYSICS OF FLUIDS
IF4.3
err2019-02-05
err19
PREAI
errMishra, Aashwin Ananda; Duraisamy, Karthik; Iaccarino, Gianluca
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errSave
Toward approximating non-local dynamics in single-point pressure-strain correlation closures
errJOURNAL OF FLUID MECHANICS
IF3.9
err2016-12-07
err51
PREAI
errMishra, Aashwin A.; Girimaji, Sharath S.
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errSave
On the realizability of pressure-strain closures
errJOURNAL OF FLUID MECHANICS
IF3.9
err2014-08-20
err35
PREAI
errMishra, Aashwin A.; Girimaji, Sharath S.
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errSave
Intercomponent energy transfer in incompressible homogeneous turbulence: multi-point physics and amenability to one-point closures
errJOURNAL OF FLUID MECHANICS
IF3.9
err2013-08-28
err42
PREAI
errMishra, Aashwin A.; Girimaji, Sharath S.
errShare
errSave
Two-dimensional buoyancy driven thermal mixing in a horizontally partitioned adiabatic enclosure
errPHYSICS OF FLUIDS
IF4.3
err2008-06-17
err8
errOAAI
errMishra, Aashwin A.; Hasan, Nadeem; Sanghi, Sanjeev; Kumar, Ranganathan
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
M. E. Monzani
H-index: 123 · Papers: 384
E
E. Charles
H-index: 112 · Papers: 740
N
N. Omodei
H-index: 111 · Papers: 722
Y
Y. K. Kim
H-index: 67 · Papers: 743
K
Karen Willcox
H-index: 58 · Papers: 361
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