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researcher

K. Shirvan

13 papers hereh-index 292.6k citations204 works total

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

author position
  • middle author2
  • last author10

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NE2
  • stat.AP2
  • cs.CE1
  • cs.CV1
  • econ.GN1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedOn the prediction of critical heat flux using a physics-informed machine learning-aided framework

182 citations · 442 across the 13 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2018★ 45 cited

Demonstration of the Relationship between Sensitivity and Identifiability for Inverse Uncertainty Quantification

Xu Wu, Koroush Shirvan, Tomasz Kozlowski

Inverse Uncertainty Quantification (UQ), or Bayesian calibration, is the process to quantify the uncertainties of random input parameters based on experimental data. The introducti…

stat.AP2018★ 68 cited

Inverse Uncertainty Quantification using the Modular Bayesian Approach based on Gaussian Process, Part 2: Application to TRACE

Xu Wu, Tomasz Kozlowski, Hadi Meidani +1

Inverse Uncertainty Quantification (UQ) is a process to quantify the uncertainties in random input parameters while achieving consistency between code simulations and physical obse…

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