B. Spears
发表
Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion
Rushil Anirudh,
Jim Gaffney,
Jayaraman J. Thiagarajan,
2020,
IEEE Transactions on Plasma Science.
J Edwards,
J D Lindl,
P. Chang,
2010,
Physical review letters.
L. J. Atherton,
Jay D. Salmonson,
John L. Kline,
2010
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E. T. Alger,
L. J. Atherton,
J. L. Klingmann,
2012
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Gilbert W. Collins,
O. Landen,
R. Olson,
2010
.
Gilbert W. Collins,
O. Landen,
R. Olson,
2010,
The Review of scientific instruments.
J. R. Rygg,
O. Landen,
A. MacPhee,
2016,
The Review of scientific instruments.
B. Blue,
G. Kyrala,
B. Spears,
2010
.
Karen S. Anderson,
Po-Yu Chang,
John Lindl,
2010
.
Gilbert W. Collins,
P. Michel,
L. Divol,
2011
.
H B Radousky,
S J Brereton,
M W Bowers,
2012,
Physical review letters.
M J Moran,
G P Grim,
R Paguio,
2012,
The Review of scientific instruments.
D. Kalantar,
R. Tommasini,
J. Frenje,
2018
.
R. Betti,
B. Spears,
J. Sanz,
2015,
Physical review letters.
Sam Ade Jacobs,
Peer-Timo Bremer,
Tom Benson,
2019,
2019 IEEE International Conference on Cluster Computing (CLUSTER).
D. Strozzi,
D. Clark,
J. Milovich,
2020
.
J. R. Rygg,
L. Divol,
J. Moody,
2015
.
J. R. Rygg,
J. Moody,
O. Landen,
2014
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J. Kilkenny,
M. Edwards,
R. Town,
2014
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J. Moody,
O. Landen,
B. MacGowan,
2013
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O. Landen,
B. MacGowan,
E. Dewald,
2013
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R. B. Ehrlich,
E. S. Palma,
T. C. Sangster,
2012
.
Peter A. Amendt,
Owen B. Drury,
L. J. Atherton,
2014
.
D. Turnbull,
C. Goyon,
D. Strozzi,
2018,
Physical review letters.
O. Landen,
N. Meezan,
D. Clark,
2018
.
P. B. Radha,
L. Divol,
O. Landen,
2018,
Nuclear Fusion.
J. Moody,
O. Landen,
N. Meezan,
2017,
Physics of Plasmas.
B. Spears,
P. Patel,
R. Nora,
2019
.
J. Kilkenny,
A. Velikovich,
J. Frenje,
2016
.
P. Michel,
L. Divol,
J. Moody,
2021,
2111.04640.
J. R. Rygg,
J. Moody,
M. Rosen,
2017
.
B. Spears,
S. Regan,
P. Patel,
2016,
The Review of scientific instruments.
C. Cerjan,
B. Spears,
V. Glebov,
2008,
The Review of scientific instruments.
D. Clark,
M. Edwards,
S. Weber,
2010
.
O. Landen,
D. Callahan,
K. Baker,
2019,
Physics of Plasmas.
J. R. Rygg,
O. Landen,
E. Dewald,
2014
.
O. Landen,
P. Volegov,
B. Spears,
2016,
The Review of scientific instruments.
D. Turnbull,
C. Goyon,
D. Strozzi,
2020,
Physical review. E.
L. Divol,
O. Landen,
E. Dewald,
2020,
Physics of Plasmas.
O. Landen,
B. MacGowan,
D. Clark,
2011
.
R. Town,
J. Knauer,
B. Spears,
2014,
The Review of scientific instruments.
O. Landen,
Marilyn Schneider,
B. Spears,
2017
.
V. A. Smalyuk,
C. J. Cerjan,
D. K. Bradley,
2016
.
L. Pickworth,
O. Landen,
B. MacGowan,
2017
.
J. Moody,
O. Landen,
B. MacGowan,
2013,
Physical review letters.
M. Kruse,
O. Landen,
B. Spears,
2020
.
V. A. Smalyuk,
J. D. Salmonson,
Laurent Divol,
2017,
Nature Physics.
O. Landen,
N. Meezan,
J. Kilkenny,
2016
.
J. Kilkenny,
J. Knauer,
B. Spears,
2015
.
J. D. Moody,
J. D. Kilkenny,
D. K. Bradley,
2013
.
B. Spears,
R. Nora,
M. Eckart,
2018,
The Review of scientific instruments.
N. Meezan,
J. Kilkenny,
E. Bond,
2016,
Physical review. E.
L. Divol,
M. Marinak,
B. Spears,
2020
.
N. Meezan,
J. Kilkenny,
E. Bond,
2016
.
M. Kruse,
P. Michel,
L. Divol,
2022,
Nature Physics.
T. C. Sangster,
Gilbert W. Collins,
J. R. Rygg,
2014
.
S. A. Jacobs,
Tim Moon,
B. V. Essen,
2019
.
Peter A. Amendt,
Jay D. Salmonson,
Brian Spears,
2007
.
Brian Spears,
T. R. Boehly,
H. F. Robey,
2006
.
Jay D. Salmonson,
V. A. Smalyuk,
John L. Kline,
2016
.
J. Moody,
J. Kilkenny,
D. Callahan,
2016
.
D. Strozzi,
O. Landen,
E. Dewald,
2022,
Physics of Plasmas.
J. R. Rygg,
J. Moody,
M. Rosen,
2014
.
B. Pollock,
D. Callahan,
D. Hinkel,
2016
.
L. Divol,
N. Meezan,
O. Jones,
2016
.
J. Gaffney,
B. Spears,
R. Nora,
2019,
Physics of Plasmas.
D. Clark,
D. Clark,
R. Aragonez,
2013
.
Peter A. Amendt,
Stephan A. Letts,
Richard M. Seugling,
2006
.
P. Norreys,
D. Clark,
D. Callahan,
2012,
Physical review letters.
J. L. Peterson,
D. K. Bradley,
Brian Spears,
2013
.
L. J. Atherton,
J. D. Moody,
C. J. Cerjan,
2013
.
O. Landen,
D. Clark,
S. Weber,
2009
.
B. K. Spears,
K. D. Humbird,
J. L. Peterson,
2018,
IEEE Transactions on Plasma Science.
A. Szeri,
B. Spears,
2004
.
Brian K. Spears,
B. Spears,
2017,
ArXiv.
P. Michel,
L. Divol,
J. Moody,
2022,
Nature.
S. A. Jacobs,
B. V. Essen,
P. Bremer,
2019,
Future Gener. Comput. Syst..
J. D. Moody,
C. J. Cerjan,
D. K. Bradley,
2016,
Nature Physics.
C. J. Cerjan,
J. D. Kilkenny,
David N. Fittinghoff,
2013
.
Rushil Anirudh,
Peer-Timo Bremer,
Jayaraman J. Thiagarajan,
2019,
Proceedings of the National Academy of Sciences.
Gilbert W. Collins,
J. R. Rygg,
O. Landen,
2015
.
O. Landen,
B. MacGowan,
J. Kilkenny,
2021,
Physical review letters.
Cognitive simulation models for inertial confinement fusion: Combining simulation and experimental data
pdf
B. K. Spears,
K. D. Humbird,
J. L. Peterson,
2021,
Physics of Plasmas.
Jayson Luc Peterson,
Ryan Nora,
Brian K. Spears,
2017,
Stat. Anal. Data Min..
Rushil Anirudh,
Peer-Timo Bremer,
Bindya Venkatesh,
2020,
Nature Communications.
D. Bennett,
T. Döppner,
N. Izumi,
2019,
Nuclear Fusion.
Brian Spears,
J. Sanz,
Riccardo Betti,
2018
.
D. Turnbull,
L. Divol,
O. Landen,
2016
.
Sam Ade Jacobs,
Rushil Anirudh,
Peer-Timo Bremer,
2019,
ArXiv.
V. A. Smalyuk,
C. J. Cerjan,
J. D. Kilkenny,
2014
.
N. Izumi,
T. Döppner,
R. Tommasini,
2013,
Physical review letters.
R. B. Ehrlich,
M C Jackson,
D G Mathisen,
2012,
Physical review letters.
Jay D. Salmonson,
C. J. Cerjan,
Paul T. Springer,
2011
.
Richard A. London,
L. J. Atherton,
Marilyn Schneider,
2011
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O. Landen,
E. Dewald,
N. Meezan,
2016
.
L. J. Atherton,
J. D. Kilkenny,
D. K. Bradley,
2011
.
L. J. Atherton,
Robert Heeter,
Marilyn Schneider,
2012
.
V. A. Smalyuk,
C. J. Cerjan,
L. J. Perkins,
2016
.
P L Volegov,
D N Fittinghoff,
G P Grim,
2015,
Physical review letters.
P L Volegov,
O A Hurricane,
D N Fittinghoff,
2015,
Physical review letters.
Marilyn Schneider,
Jay D. Salmonson,
J. D. Moody,
2014
.
A high-resolution integrated model of the National Ignition Campaign cryogenic layered experimentsa)
L. J. Atherton,
J. D. Moody,
C. J. Cerjan,
2012
.
D. K. Bradley,
Paul T. Springer,
John Lindl,
2014
.
Peter M. Celliers,
J. D. Kilkenny,
D. K. Bradley,
2010
.
Peer-Timo Bremer,
Jayaraman J. Thiagarajan,
Rushil Anirudh,
2019,
ArXiv.
Sam Ade Jacobs,
Valerio Pascucci,
Rushil Anirudh,
2019,
IEEE Transactions on Visualization and Computer Graphics.
O. Landen,
B. MacGowan,
D. Clark,
2021
.
Kelli Humbird,
Ryan Nora,
S. Brandon,
2017
.
L. J. Atherton,
Robert Heeter,
Y. P. Opachich,
2012
.
H F Robey,
D H Munro,
B K Spears,
2007
.
D. Strozzi,
D. Clark,
J. Milovich,
2020
.
Brian Spears,
Mark A. Stoyer,
Steven W. Haan,
2007
.
J. M. Mack,
R. S. Craxton,
F. M. Munteanu,
2022,
2022 IEEE International Conference on Plasma Science (ICOPS).
M. Geissel,
G. R. Bennett,
O. Landen,
2008,
The Review of scientific instruments.
A. Szeri,
B. Spears,
2005,
Chaos.
Andrew J. Szeri,
Brian Spears,
Michael Hutchings,
2005,
J. Nonlinear Sci..
P. Bremer,
Rushil Anirudh,
B. Kustowski,
2022,
Mach. Learn. Sci. Technol..
Transfer learning suppresses simulation bias in predictive models built from sparse, multi-modal data
pdf
Rushil Anirudh,
Peer-Timo Bremer,
Gemma J. Anderson,
2021,
ArXiv.
Robert Heeter,
John L. Kline,
Brian Spears,
2010
.
G. R. Bennett,
A Nikroo,
I C Smith,
2007,
Physical review letters.
Avishek Saha,
Valerio Pascucci,
Dan Maljovec,
2015,
Comput. Vis. Sci..
O. Landen,
J. Milovich,
P. Volegov,
2023,
Physics of Plasmas.
M. Salman Asif,
B. V. Essen,
R. Churchill,
2022,
IEEE Transactions on Plasma Science.
P. Michel,
L. Divol,
J. Moody,
2015,
2015 Conference on Lasers and Electro-Optics (CLEO).
J. R. Rygg,
J. Moody,
O. Landen,
2013
.
C. J. Cerjan,
Paul T. Springer,
M. J. Edwards,
2011
.
D. Kalantar,
J. Rocca,
R. Zacharias,
2023,
The Review of scientific instruments.
Gilbert W. Collins,
P. Michel,
L. Divol,
2013,
CLEO: 2013.