As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

As Simple as Possible but No Simpler : Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting. / Mathews, Elijah P.; Leja, Joel; Speagle 沈, Joshua S. 佳士; Johnson, Benjamin D.; Gibson, Justus; Nelson, Erica J.; Suess, Katherine A.; Tacchella, Sandro; Whitaker, Katherine E.; Wang 王, Bingjie 冰洁.

In: Astrophysical Journal, Vol. 954, No. 2, 132, 29.09.2023.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Mathews, EP, Leja, J, Speagle 沈, JS佳士, Johnson, BD, Gibson, J, Nelson, EJ, Suess, KA, Tacchella, S, Whitaker, KE & Wang 王, B冰洁 2023, 'As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting', Astrophysical Journal, vol. 954, no. 2, 132. https://doi.org/10.3847/1538-4357/ace720

APA

Mathews, E. P., Leja, J., Speagle 沈, J. S. 佳士., Johnson, B. D., Gibson, J., Nelson, E. J., Suess, K. A., Tacchella, S., Whitaker, K. E., & Wang 王, B. 冰洁. (2023). As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting. Astrophysical Journal, 954(2), [132]. https://doi.org/10.3847/1538-4357/ace720

Vancouver

Mathews EP, Leja J, Speagle 沈 JS佳士, Johnson BD, Gibson J, Nelson EJ et al. As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting. Astrophysical Journal. 2023 Sep 29;954(2). 132. https://doi.org/10.3847/1538-4357/ace720

Author

Mathews, Elijah P. ; Leja, Joel ; Speagle 沈, Joshua S. 佳士 ; Johnson, Benjamin D. ; Gibson, Justus ; Nelson, Erica J. ; Suess, Katherine A. ; Tacchella, Sandro ; Whitaker, Katherine E. ; Wang 王, Bingjie 冰洁. / As Simple as Possible but No Simpler : Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting. In: Astrophysical Journal. 2023 ; Vol. 954, No. 2.

Bibtex

@article{ea8b7e13149140519d47c1c3aaf33a2e,
title = "As Simple as Possible but No Simpler: Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting",
author = "Mathews, {Elijah P.} and Joel Leja and {Speagle 沈}, {Joshua S. 佳士} and Johnson, {Benjamin D.} and Justus Gibson and Nelson, {Erica J.} and Suess, {Katherine A.} and Sandro Tacchella and Whitaker, {Katherine E.} and {Wang 王}, {Bingjie 冰洁}",
year = "2023",
month = sep,
day = "29",
doi = "10.3847/1538-4357/ace720",
language = "English",
volume = "954",
journal = "Astrophysical Journal",
issn = "0004-637X",
publisher = "Institute of Physics Publishing, Inc",
number = "2",

}

RIS

TY - JOUR

T1 - As Simple as Possible but No Simpler

T2 - Optimizing the Performance of Neural Net Emulators for Galaxy SED Fitting

AU - Mathews, Elijah P.

AU - Leja, Joel

AU - Speagle 沈, Joshua S. 佳士

AU - Johnson, Benjamin D.

AU - Gibson, Justus

AU - Nelson, Erica J.

AU - Suess, Katherine A.

AU - Tacchella, Sandro

AU - Whitaker, Katherine E.

AU - Wang 王, Bingjie 冰洁

PY - 2023/9/29

Y1 - 2023/9/29

U2 - 10.3847/1538-4357/ace720

DO - 10.3847/1538-4357/ace720

M3 - Journal article

VL - 954

JO - Astrophysical Journal

JF - Astrophysical Journal

SN - 0004-637X

IS - 2

M1 - 132

ER -

ID: 385229066