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Antonina Kosikova

4 papers hereh-index 227 citations7 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.SP1
  • eess.SY1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedBayesian Structural Identification using Gaussian Process Discrepancy Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023

On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques

Omid Sedehi, Antonina M. Kosikova, Costas Papadimitriou +1

Machine Learning (ML) has widely been used for modeling and predicting physical systems. These techniques offer high expressive power and good generalizability for interpolation wi…

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