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M. Bergmann

2 papers hereh-index 444 citations8 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • physics.plasm-ph1
  • stat.ML1
same name
  • M. Bergmann — 14 papers, h 19
  • M. Bergmann — 6 papers, h 8
  • M. Bergmann — 6 papers, h 20
  • M. Bergmann — 6 papers, h 2
  • M. Bergmann — 5 papers, h 4
  • M. Bergmann — 4 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedMulti-fidelity Gaussian process surrogate modeling for regression problems in physics

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

physics.plasm-ph2024

Assessing the Impact of Alpha Particles on Thermal Confinement in JET D-T Plasmas through Global GENE-Tango Simulations

A. Di Siena, J. Garcia, R. Bilato +14

The capability of the global, electromagnetic gyrokinetic GENE code interfaced with the transport Tango solver is exploited to address the impact of fusion alpha particles (in thei…

stat.ML2024★ 1 cited

Multi-fidelity Gaussian process surrogate modeling for regression problems in physics

Kislaya Ravi, Vladyslav Fediukov, Felix Dietrich +4

One of the main challenges in surrogate modeling is the limited availability of data due to resource constraints associated with computationally expensive simulations. Multi-fideli…

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