Laura Mainini
Laura Mainini
Research Affiliate, Massachusetts Institute of Technology
Verified email at
Cited by
Cited by
Projection-based model reduction: Formulations for physics-based machine learning
R Swischuk, L Mainini, B Peherstorfer, K Willcox
Computers & Fluids 179, 704-717, 2019
Surrogate Modeling Approach to Support Real-time Structural Assessment and Decision-making
L Mainini, K Willcox
AIAA Journal 53 (6), 1612-1626, 2015
Multifidelity DDDAS methods with application to a self-aware aerospace vehicle
D Allaire, D Kordonowy, M Lecerf, L Mainini, K Willcox
Procedia Computer Science 29, 1182-1192, 2014
A surrogate modeling approach to support real-time structural assessment and decision-making
L Mainini, K Willcox
10th AIAA Multidisciplinary Design Optimization Conference, National Harbor …, 2014
An offline/online DDDAS capability for self-aware aerospace vehicles
D Allaire, J Chambers, R Cowlagi, D Kordonowy, M Lecerf, L Mainini, ...
Procedia Computer Science 18, 1959-1968, 2013
Data to decisions: Real-time structural assessment from sparse measurements affected by uncertainty
L Mainini, KE Willcox
Computers & Structures 182, 296-312, 2017
Real-time fault detection and prognostics for aircraft actuation systems
PCC Berri, MDL Dalla Vedova, L Mainini
AIAA Scitech 2019 Forum, 2210, 2019
Multidisciplinary integrated framework for the optimal design of a jet aircraft wing
L Mainini, P Maggiore
International Journal of Aerospace Engineering 2012, 2012
A modelling framework to support power architecture trade-off studies for More-Electric Aircraft
AG Garriga, P Govindaraju, SS Ponnusamy, N Cimmino, L Mainini
Transportation Research Procedia 29, 146-156, 2018
Diagnostics of Actuation System Faults from Dynamic Data
PC Berri, MDL Dalla Vedova, L Mainini
Proceedings of the 6th European Conference on Computational Mechanics (ECCM …, 2018
A multi-fidelity framework to support the design of More-Electric Actuation
A Garcia Garriga, SS Ponnusamy, L Mainini
2018 Multidisciplinary Analysis and Optimization Conference, 3741, 2018
Sensitivity analysis of surrogate-based methodology for real time structural assessment
L Mainini, K Willcox
56th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2015
Structural assessment and sensor placement strategy for self-aware aerospace vehicles
Structural Health Monitoring 2017, 2017
Sensor placement strategy to inform decisions
L Mainini, KE Willcox
18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 3820, 2017
Multidisciplinary design optimization for hybrid electric vehicles: component sizing and multi-fidelity frontal crashworthiness
PG Anselma, CB Niutta, L Mainini, G Belingardi
Structural and Multidisciplinary Optimization 62 (4), 2149-2166, 2020
A modelling and simulation framework for the integrated design of aircraft systems
N Cimmino, SS Ponnusamy, AG Garriga, L Mainini
Proceedings of the Institution of Mechanical Engineers, Part G: Journal of …, 2019
Mars garden an engineered greenhouse for a sustainable residence on mars
S Babakhanova, S Baber, F Bernelli Zazzera, E Hinterman, J Hoffman, ...
AIAA Propulsion and Energy 2019 Forum, 4059, 2019
Multidisciplinary integrated design environment for aircraft wing sizing
L Mainini, M Mattone, M Di Sciuva, P Maggiore
13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, 9190, 2010
A Machine Learning Enabled Multi-Fidelity Platform for the Integrated Design of Aircraft Systems
AG Garriga, L Mainini, SS Ponnusamy
Journal of Mechanical Design 141 (12), 2019
Sensor placement strategy to inform decisions
KE Willcox, L Mainini
American Institute of Aeronautics and Astronautics, 2017
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