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researcher

C. Safta

30 papers hereh-index 201.5k citations240 works total

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

author position
  • first author5
  • middle author20
  • last author5

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML5
  • cs.CE4
  • stat.AP3
  • cond-mat.mtrl-sci2
  • eess.SY2

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedA Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges

160 citations · 318 across the 28 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

physics.data-an2017★ 33 cited

Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations

Xun Huan, Cosmin Safta, Khachik Sargsyan +6

The development of scramjet engines is an important research area for advancing hypersonic and orbital flights. Progress toward optimal engine designs requires accurate flow simula…

stat.CO2017★ 32 cited

Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions

Xun Huan, Cosmin Safta, Khachik Sargsyan +4

Compressive sensing is a powerful technique for recovering sparse solutions of underdetermined linear systems, which is often encountered in uncertainty quantification analysis of…

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