Laura Mainini

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Topics

Bayesian Estimation

Monte Carlo Sampling

Active Learning

Optimization Method

Top Venues

Knowl. Based Syst.

Publications

Francesco Di Fiore, Laura Mainini
NM2-BO: Non-Myopic Multifidelity Bayesian Optimization. Knowl. Based Syst. 299 (2024)
Francesco Di Fiore, Laura Mainini
Physics-Aware Multifidelity Bayesian Optimization: a Generalized Formulation. CoRR (2023)
Francesco Di Fiore, Michela Nardelli, Laura Mainini
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal. CoRR (2023)
Laura Mainini, Andrea Serani, Markus P. Rumpfkeil, Edmondo A. Minisci, Domenico Quagliarella, Hayriye Pehlivan Solak, Sihmehmet Yildiz, S. Ficini, Riccardo Pellegrini, Francesco Di Fiore, Dean E. Bryson, Melike Nikbay, Matteo Diez, Phil Beran
Analytical Benchmark Problems for Multifidelity Optimization Methods. CoRR (2022)
Francesco Di Fiore, Laura Mainini
Non-Myopic Multifidelity Bayesian Optimization. CoRR (2022)
Pier Carlo Berri, Matteo D. L. Dalla Vedova, Laura Mainini
Computational framework for real-time diagnostics and prognostics of aircraft actuation systems. Comput. Ind. 132 (2021)
Francesco Grassi, Giorgio Manganini, Michele Garraffa, Laura Mainini
Resource Aware Multifidelity Active Learning for Efficient Optimization. CoRR (2020)
Pier Carlo Berri, Matteo D. L. Dalla Vedova, Laura Mainini
Computational framework for real-time diagnostics and prognostics of aircraft actuation systems. CoRR (2020)
Douglas L. Allaire, D. Kordonowy, M. Lecerf, Laura Mainini, Karen Willcox
Multifidelity DDDAS Methods with Application to a Self-aware Aerospace Vehicle. ICCS (2014)
Douglas L. Allaire, J. Chambers, Raghvendra V. Cowlagi, David N. Kordonowy, M. Lecerf, Laura Mainini, F. Ulker, Karen Willcox
An Offline/Online DDDAS Capability for Self-Aware Aerospace Vehicles. ICCS (2013)