Panagiotis Tsilifis

Orcid: 0000-0001-5830-8508

According to our database1, Panagiotis Tsilifis authored at least 10 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Bayesian Inverse Problems with Conditional Sinkhorn Generative Adversarial Networks in Least Volume Latent Spaces.
CoRR, 2024

2022
Multifidelity Model Calibration in Structural Dynamics Using Stochastic Variational Inference on Manifolds.
Entropy, 2022

2020
Sparse Polynomial Chaos expansions using variational relevance vector machines.
J. Comput. Phys., 2020

Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes.
CoRR, 2020

2019
Compressive sensing adaptation for polynomial chaos expansions.
J. Comput. Phys., 2019

2018
The Stochastic Quasi-chemical Model for Bacterial Growth: Variational Bayesian Parameter Update.
J. Nonlinear Sci., 2018

2017
Efficient Bayesian Experimentation Using an Expected Information Gain Lower Bound.
SIAM/ASA J. Uncertain. Quantification, 2017

Reduced Wiener Chaos representation of random fields via basis adaptation and projection.
J. Comput. Phys., 2017

Homogeneous chaos basis adaptation for design optimization under uncertainty: Application to the oil well placement problem.
Artif. Intell. Eng. Des. Anal. Manuf., 2017

2016
Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations.
IEEE Trans. Signal Process., 2016


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