Archivio Istituzionale della RicercaPETROLO, MARCO
PETROLO, MARCO
Dipartimento di Ingegneria Meccanica e Aerospaziale
014349
A theory-guided probabilistic machine learning framework for accelerated prediction of process-induced deformations in advanced composites
2024 Schoenholz, C.; Zappino, E.; Petrolo, M.; Zobeiry, N.
Accurate prediction of process-induced deformations in composites using layer-wise models and theory-guided probabilistic machine learning
2024 Schoenholz, C.; Zappino, E.; Petrolo, M.; Zobeiry, N.
Characterization and Simulation of Advanced Coatings for Space Applications
2024 Mantoan, R.; Zappino, E.; Petrolo, M.; Lorella, E.; Cimino, R.
Coupled thermoelastic analysis of beam structures using a refined 1D finite element model
2024 Filippi, M.; Azzara, R.; Santori, M.; Petrolo, M.; Carrera, E.
Curing simulation of composites through 1D multi-field finite element models
2024 Zappino, E.; Santori, M.; Zobeiry, N.; Petrolo, M.
Higher-order 1D stick models for the flutter analysis of aircraft structures
2024 Zappino, E.; Santori, M.; Petrolo, M.; Carrera, E.
Layer-Wise modeling of temperature distributions and degree of cure to evaluate process-induced deformation and residual stress
2024 Zappino, E.; Petrolo, M.; Santori, M.
Multifield Micromechanics Analysis of Composites with Defects using CUF
2024 Carrera, E.; Pagani, A.; Petrolo, M.; Masia, R.; Trombini, M.
Numerical analysis of process-induced deformations and stresses in aeronautical composite components
2024 Masia, R.; Petrolo, M.; Zappino, E.; Zobeiry, N.; Carrera, E.
Rapid numerical assessment of process-induced dimensional changes and residual stresses in large aerospace composite parts
2024 Zappino, E.; Zobeiry, N.; Masia, R.; Petrolo, M.
Selection of beam, plate, and shell theories using an axiomatic/asymptotic method and neural networks
2024 Petrolo, M.; Iannotti, P.; Pagani, A.; Carrera, E.
Variable-kinematics finite elements for propagation analyses of two-dimensional waveguides
2024 Filippi, M.; Magliacano, D.; Petrolo, M.; Carrera, E.
Wave propagation in Pre-stressed Structures with Geometric Non-linearities through Carrera Unified Formulation
2024 Filippi, M.; Magliacano, D.; Petrolo, M.; Carrera, E.
AN ANALYTICAL TOOL FOR STUDYING THE IMPACT OF PROCESS PARAMETERS ON THE MECHANICAL RESPONSE OF COMPOSITES
2023 Zappino, E.; Petrolo, M.; Masia, R.; Santori, M.; Zobeiry, N.
An Optimization Strategy Based on Machine Learning and LayerWise Models to Minimize Process-Induced Deformations in CFRP Parts
2023 Zobeiry, N; Zappino, E.; Schoenholz, C.; Masia, R.; Petrolo, M.
Are There Cases in Which Classical Beam Theories Fail to Compute the Fundamental Frequency?
2023 Carrera, E.; Augello, R.; Petrolo, M.
Derivation of Best Theory Diagrams through the use of Failure Indexes
2023 Petrolo, M.; Iannotti, P.; Pagani, A.; Carrera, E.
Global-local modeling of composite structures through node-dependent kinematics and convolutional neural networks
2023 Petrolo, M.; Iannotti, P.; Trombini, M.; Melis, M.
High-Fidelity 1D and 2D Models for Static and Dynamic Analyses of Wind Turbine Rotor Blades
2023 Azzara, R.; Filippi, M.; Petrolo, M.
High-Fidelity Stress Fields in Contact Problems using Beam, Plates, and Shells Layer-Wise Models
2023 Saputo, S.; Petrolo, M.; Pagani, A.; Carrera, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A theory-guided probabilistic machine learning framework for accelerated prediction of process-induced deformations in advanced composites / Schoenholz, C.; Zappino, E.; Petrolo, M.; Zobeiry, N.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 21st European Conference on Composite Materials (ECCM21) tenutosi a Nantes nel 2-5 July 2024) [10.60691/yj56-np80]. | 1-gen-2024 | E. ZappinoM. Petrolo + | - |
| Accurate prediction of process-induced deformations in composites using layer-wise models and theory-guided probabilistic machine learning / Schoenholz, C.; Zappino, E.; Petrolo, M.; Zobeiry, N.. - ELETTRONICO. - (2024). (Intervento presentato al convegno ASME 2024 Aerospace Structures, Structural Dynamics, and Materials Conference SSDM2024 April 29 - May 1, 2024, Renton, Washington tenutosi a Renton, WA, USA nel 29 April - 1 May 2024). | 1-gen-2024 | E. ZappinoM. Petrolo + | - |
| Characterization and Simulation of Advanced Coatings for Space Applications / Mantoan, R.; Zappino, E.; Petrolo, M.; Lorella, E.; Cimino, R.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 75th International Astronautical Congress (IAC) tenutosi a Milan nel 14-18 October 2024). | 1-gen-2024 | E. ZappinoM. Petrolo + | - |
| Coupled thermoelastic analysis of beam structures using a refined 1D finite element model / Filippi, M.; Azzara, R.; Santori, M.; Petrolo, M.; Carrera, E.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 34th Congress of the International Council of the Aeronautical Sciences (ICAS) tenutosi a Firenze nel 9-13 September 2024). | 1-gen-2024 | M. FilippiR. AzzaraM. SantoriM. PetroloE. Carrera | - |
| Curing simulation of composites through 1D multi-field finite element models / Zappino, E.; Santori, M.; Zobeiry, N.; Petrolo, M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno American Society for Composites 39th Annual Technical Conference / 20th US-Japan Conference on Composite Materials tenutosi a San Diego, USA nel 21-24 October 2024). | 1-gen-2024 | E. ZappinoM. SantoriN. ZobeiryM. Petrolo | - |
| Higher-order 1D stick models for the flutter analysis of aircraft structures / Zappino, E.; Santori, M.; Petrolo, M.; Carrera, E.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 34th Congress of the International Council of the Aeronautical Sciences (ICAS) tenutosi a Firenze nel 9-13 September 2024). | 1-gen-2024 | E. ZappinoM. SantoriM. PetroloE. Carrera | - |
| Layer-Wise modeling of temperature distributions and degree of cure to evaluate process-induced deformation and residual stress / Zappino, E.; Petrolo, M.; Santori, M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno ASME 2024 Aerospace Structures, Structural Dynamics, and Materials Conference SSDM2024 April 29 - May 1, 2024, Renton, Washington tenutosi a Renton, WA, USA nel 29 April - 1 May 2024). | 1-gen-2024 | E. ZappinoM. PetroloM. Santori | - |
| Multifield Micromechanics Analysis of Composites with Defects using CUF / Carrera, E.; Pagani, A.; Petrolo, M.; Masia, R.; Trombini, M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics tenutosi a Vancouver nel 21-26 July 2024). | 1-gen-2024 | E. CarreraA. PaganiM. PetroloR. MasiaM. Trombini | - |
| Numerical analysis of process-induced deformations and stresses in aeronautical composite components / Masia, R.; Petrolo, M.; Zappino, E.; Zobeiry, N.; Carrera, E.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 34th Congress of the International Council of the Aeronautical Sciences (ICAS) tenutosi a Firenze nel 9-13 September 2024). | 1-gen-2024 | R. MasiaM. PetroloE. ZappinoN. ZobeiryE. Carrera | - |
| Rapid numerical assessment of process-induced dimensional changes and residual stresses in large aerospace composite parts / Zappino, E.; Zobeiry, N.; Masia, R.; Petrolo, M.. - ELETTRONICO. - (2024). (Intervento presentato al convegno ASME 2024 Aerospace Structures, Structural Dynamics, and Materials Conference SSDM2024 April 29 - May 1, 2024, Renton, Washington tenutosi a Renton, WA, USA nel 29 April - 1 May 2024). | 1-gen-2024 | E. ZappinoR. MasiaM. Petrolo + | - |
| Selection of beam, plate, and shell theories using an axiomatic/asymptotic method and neural networks / Petrolo, M.; Iannotti, P.; Pagani, A.; Carrera, E.. - (2024). (Intervento presentato al convegno ASME 2024 Aerospace Structures, Structural Dynamics, and Materials Conference SSDM2024 April 29 - May 1, 2024, Renton, Washington tenutosi a Renton, WA, USA nel 29 April - 1 May 2024). | 1-gen-2024 | M. PetroloP. IannottiA. PaganiE. Carrera | - |
| Variable-kinematics finite elements for propagation analyses of two-dimensional waveguides / Filippi, M.; Magliacano, D.; Petrolo, M.; Carrera, E.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 30th AIAA/CEAS Aeroacoustics Conference (2024) tenutosi a Rome nel 4-7 June 2024) [10.2514/6.2024-3078]. | 1-gen-2024 | M. FilippiD. MagliacanoM. PetroloE. Carrera | - |
| Wave propagation in Pre-stressed Structures with Geometric Non-linearities through Carrera Unified Formulation / Filippi, M.; Magliacano, D.; Petrolo, M.; Carrera, E.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 30th AIAA/CEAS Aeroacoustics Conference (2024) tenutosi a Rome nel 4-7 June 2024) [10.2514/6.2024-3028]. | 1-gen-2024 | M. FilippiD. MagliacanoM. PetroloE. Carrera | - |
| AN ANALYTICAL TOOL FOR STUDYING THE IMPACT OF PROCESS PARAMETERS ON THE MECHANICAL RESPONSE OF COMPOSITES / Zappino, E.; Petrolo, M.; Masia, R.; Santori, M.; Zobeiry, N.. - ELETTRONICO. - (2023). (Intervento presentato al convegno 27th Congress of the Italian Association of Aeronautics and Astronautics, AIDAA 2023 tenutosi a Padova nel 4-7 September 2023). | 1-gen-2023 | E. ZappinoM. PetroloR. MasiaM. Santori + | ZPMSZ_AIDAA2023.pdf |
| An Optimization Strategy Based on Machine Learning and LayerWise Models to Minimize Process-Induced Deformations in CFRP Parts / Zobeiry, N; Zappino, E.; Schoenholz, C.; Masia, R.; Petrolo, M.. - ELETTRONICO. - (2023). (Intervento presentato al convegno ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, SSDM2023 tenutosi a San Diego nel 19-21 June 2023). | 1-gen-2023 | E. ZappinoR. MasiaM. Petrolo + | SSDM2023-106945.pdf |
| Are There Cases in Which Classical Beam Theories Fail to Compute the Fundamental Frequency? / Carrera, E.; Augello, R.; Petrolo, M.. - ELETTRONICO. - (2023). (Intervento presentato al convegno ASME 2023 Aerospace Structures, Structural Dynamics, and Materials Conference, SSDM2023 tenutosi a San Diego nel 19-21 June 2023) [10.1115/ssdm2023-107271]. | 1-gen-2023 | E. CarreraR. AugelloM. Petrolo | SSDM2023-107271.pdf |
| Derivation of Best Theory Diagrams through the use of Failure Indexes / Petrolo, M.; Iannotti, P.; Pagani, A.; Carrera, E.. - ELETTRONICO. - (2023). (Intervento presentato al convegno AIAA SCITECH 2023 Forum tenutosi a National Harbor nel 23-27 January 2023) [10.2514/6.2023-0592]. | 1-gen-2023 | M. PetroloP. IannottiA. PaganiE. Carrera | 6.2023-0592.pdf |
| Global-local modeling of composite structures through node-dependent kinematics and convolutional neural networks / Petrolo, M.; Iannotti, P.; Trombini, M.; Melis, M.. - (2023). (Intervento presentato al convegno ICCS26 - 26th International Conference on Composite Structures & MECHCOMP8 - 8th International Conference on Mechanics of Composites tenutosi a Porto nel 27-30 June 2023). | 1-gen-2023 | M. PetroloP. IannottiM. Trombini + | ICCS26_proceedings_020723.pdf |
| High-Fidelity 1D and 2D Models for Static and Dynamic Analyses of Wind Turbine Rotor Blades / Azzara, R.; Filippi, M.; Petrolo, M.. - ELETTRONICO. - (2023). (Intervento presentato al convegno Wind Energy Science Conference 2023 tenutosi a Glasgow nel 23-26 May 2023). | 1-gen-2023 | R. AzzaraM. FilippiM. Petrolo | AFP_WESC2023.pdf |
| High-Fidelity Stress Fields in Contact Problems using Beam, Plates, and Shells Layer-Wise Models / Saputo, S.; Petrolo, M.; Pagani, A.; Carrera, E.. - ELETTRONICO. - (2023). (Intervento presentato al convegno VII International Conference on Computational Contact Mechanics, ICCCM 2023 tenutosi a Torino nel 5-7 July 2023). | 1-gen-2023 | S. SaputoM. PetroloA. PaganiE. Carrera | ICCCM2023_Book_of_abstracts.pdf |