Panagiotis Tsilifis

Compressive sensing adaptation for polynomial chaos expansions

Panagiotis Tsilifis, Xun Huan, Cosmin Safta et al. · Journal of Computational Physics · 2019 · 70 citations · Full text

Natural Sciences, Mathematics, Sensors +9

Reduced Wiener Chaos representation of random fields via basis adaptation and projection

Panagiotis Tsilifis, Roger Ghanem · Journal of Computational Physics · 2017 · 50 citations · Full text

Natural Sciences, Industrial Engineering, Dynamical Systems +11

Surrogate-based sequential Bayesian experimental design using non-stationary Gaussian Processes

Piyush Pandita, Panagiotis Tsilifis, Nimish M. Awalgaonkar et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 30 citations

Computing, Biostatistics, Bayesian Data Analysis +13

Homogeneous chaos basis adaptation for design optimization under uncertainty: Application to the oil well placement problem

Charanraj Thimmisetty, Panagiotis Tsilifis, Roger Ghanem · Artificial intelligence for engineering design analysis and manufacturing · 2017 · 27 citations

Natural Sciences, Mathematics, Petroleum Engineering +14

Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes

Panagiotis Tsilifis, Piyush Pandita, Sayan Ghosh et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 26 citations · Full text

Computing, Computer Science, Machine Learning +13