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researcher

J. Vrugt

6 papers hereh-index 6823.6k citations296 works total

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

author position
  • first author1
  • middle author2
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • physics.geo-ph3
  • cs.LG1
  • math.OC1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedTwo-dimensional probabilistic inversion of plane-wave electromagnetic data: Methodology, model constraints and joint inversion with electrical resistivity data

95 citations · 306 across the 6 of their papers we have counts for

collaborators
Showing physics.geo-phShow all

3 papers · 1 filter

physics.geo-ph2017★ 95 cited

Two-dimensional probabilistic inversion of plane-wave electromagnetic data: Methodology, model constraints and joint inversion with electrical resistivity data

M. Rosas-Carbajal, N. Linde, T. Kalscheuer +1

Probabilistic inversion methods based on Markov chain Monte Carlo (MCMC) simulation are well suited to quantify parameter and model uncertainty of nonlinear inverse problems. Yet,…

physics.geo-ph2017★ 60 cited

Distributed soil moisture from crosshole ground-penetrating radar travel times using stochastic inversion

N. Linde, J. A. Vrugt

Geophysical methods offer several key advantages over conventional subsurface measurement approaches, yet their use for hydrologic interpretation is often problematic. Here, we int…

physics.geo-ph2017★ 57 cited

Summary statistics from training images as prior information in probabilistic inversion

T. Lochbühler, J. A. Vrugt, M. Sadegh +1

A strategy is presented to incorporate prior information from conceptual geological models in probabilistic inversion of geophysical data. The conceptual geological models are repr…

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