Panagiotis Tsilifis

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Microstructure characterization in thermal barrier coatings using Sparse Polynomial Chaos Classifiers and Global Sensitivity Analysis. Reliab. Eng. Syst. Saf. Panagiotis Tsilifis, Roger G. Ghanem, Ryan Jacobs
2025	J	`jnl`	Bayesian inverse problems with conditional Sinkhorn generative adversarial networks in least volume latent spaces. Neural Networks Qiuyi Chen, Panagiotis Tsilifis, Mark D. Fuge
2024	J	`jnl`	Bayesian Inverse Problems with Conditional Sinkhorn Generative Adversarial Networks in Least Volume Latent Spaces. CoRR Qiuyi Chen, Panagiotis Tsilifis, Mark D. Fuge
2022	J	`jnl`	Multifidelity Model Calibration in Structural Dynamics Using Stochastic Variational Inference on Manifolds. Entropy Panagiotis Tsilifis, Piyush Pandita, Sayan Ghosh, Liping Wang
2020	J	`jnl`	Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes. CoRR Panagiotis Tsilifis, Piyush Pandita, Sayan Ghosh, Valeria Andreoli, Thomas Vandeputte, Liping Wang
2020	J	`jnl`	Sparse Polynomial Chaos expansions using variational relevance vector machines. J. Comput. Phys. Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
2019	J	`jnl`	Compressive sensing adaptation for polynomial chaos expansions. J. Comput. Phys. Panagiotis Tsilifis, Xun Huan, Cosmin Safta, Khachik Sargsyan, Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm, Roger G. Ghanem
2019	J	`jnl`	Sparse Polynomial Chaos expansions using Variational Relevance Vector Machines. CoRR Panagiotis Tsilifis, Iason Papaioannou, Daniel Straub, Fabio Nobile
2018	J	`jnl`	The Stochastic Quasi-chemical Model for Bacterial Growth: Variational Bayesian Parameter Update. J. Nonlinear Sci. Panagiotis Tsilifis, William J. Browning, Thomas E. Wood, Paul K. Newton, Roger G. Ghanem
2017	J	`jnl`	Efficient Bayesian Experimentation Using an Expected Information Gain Lower Bound. SIAM/ASA J. Uncertain. Quantification Panagiotis Tsilifis, Roger G. Ghanem, Paris Hajali
2017	J	`jnl`	Homogeneous chaos basis adaptation for design optimization under uncertainty: Application to the oil well placement problem. Artif. Intell. Eng. Des. Anal. Manuf. Charanraj Thimmisetty, Panagiotis Tsilifis, Roger G. Ghanem
2017	J	`jnl`	Reduced Wiener Chaos representation of random fields via basis adaptation and projection. J. Comput. Phys. Panagiotis Tsilifis, Roger G. Ghanem
2016	J	`jnl`	Markov Chain Monte Carlo Inference of Parametric Dictionaries for Sparse Bayesian Approximations. IEEE Trans. Signal Process. Theodora Chaspari, Andreas Tsiartas, Panagiotis Tsilifis, Shrikanth S. Narayanan