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K. Humbird

12 papers hereh-index 172.1k citations59 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author2
  • last author4

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • physics.plasm-ph6
  • cs.LG4
  • physics.comp-ph2

identity via Semantic Scholar / OpenAlex

activity
20162026
most cited2022 Review of Data-Driven Plasma Science

85 citations · 182 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

physics.plasm-ph2021★ 16 cited

Experiments conducted in the burning plasma regime with inertial fusion implosions

J. S. Ross, J. E. Ralph, A. B. Zylstra +149

An experimental program is currently underway at the National Ignition Facility (NIF) to compress deuterium and tritium (DT) fuel to densities and temperatures sufficient to achiev…

physics.plasm-ph2021

Neural Network Surrogate Models for Absorptivity and Emissivity Spectra of Multiple Elements

Michael D. Vander Wal, Ryan G. McClarren, Kelli D. Humbird

Simulations of high energy density physics are expensive in terms of computational resources. In particular, the computation of opacities of plasmas in the non-local thermal equili…

cs.LG2021★ 31 cited

Cognitive simulation models for inertial confinement fusion: Combining simulation and experimental data

K. D. Humbird, J. L. Peterson, J. Salmonson +1

The design space for inertial confinement fusion (ICF) experiments is vast and experiments are extremely expensive. Researchers rely heavily on computer simulations to explore the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.