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.
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.
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.
Layer-wise structural theories for thermomechanical modeling of process-induced defects in CFRP parts
2023 Petrolo, M.; Zappino, E.
Low-Velocity Impact Analysis of Stiffened Composite Plates Using Higher-Order Layer-Wise Models
2023 Saputo, S.; Nagaraj, M. H.; Pagani, A.; Petrolo, M.; Carrera, E.
OPTIMAL LAY-UPS TO MINIMIZE PROCESS-INDUCED DEFORMATIONS IN L-SHAPED CFRP PARTS
2023 Zappino, E.; Schoenholz, C.; Masia, R.; Zobeiry, N.; Petrolo, M.
Refined structural theories for dynamic analysis of composite structures subjected to random excitation
2023 Tortorelli, E.; Filippi, M.; Pagani, A.; Petrolo, M.; Carrera, E.
Refined structural theories for dynamic and fatigue analyses of structure subjected to random excitations
2023 Filippi, M.; Tortorelli, E.; Petrolo, M.; Carrera, E.
Refinement of Structural Theories for Composite Shells through Convolutional Neural Networks
2023 Petrolo, M.; Iannotti, P.; Trombini, M.; Melis, M.
| 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 + | - |
| 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 | - |
| 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 |
| Layer-wise structural theories for thermomechanical modeling of process-induced defects in CFRP parts / Petrolo, M.; Zappino, E.. - ELETTRONICO. - (2023). (Intervento presentato al convegno 4th National Congress on Thermal Stresses tenutosi a Chongqing, China nel 31/03/2023 - 02/04/2023). | 1-gen-2023 | M. PetroloE. Zappino | PZ_NCTS_2023.pdf |
| Low-Velocity Impact Analysis of Stiffened Composite Plates Using Higher-Order Layer-Wise Models / Saputo, S.; Nagaraj, M. H.; Pagani, A.; Petrolo, M.; Carrera, E.. - (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 | S. SaputoM. H. NagarajA. PaganiM. PetroloE. Carrera | SNPPC_SSDM_2023.pdf |
| OPTIMAL LAY-UPS TO MINIMIZE PROCESS-INDUCED DEFORMATIONS IN L-SHAPED CFRP PARTS / Zappino, E.; Schoenholz, C.; Masia, R.; Zobeiry, N.; Petrolo, M.. - ELETTRONICO. - (2023). (Intervento presentato al convegno SAMPE 2023 Conference tenutosi a Seattle nel 17-20 April 2023) [10.33599/nasampe/s.23.0143]. | 1-gen-2023 | E. ZappinoR. MasiaM. Petrolo + | TP23-0000000143.pdf |
| Refined structural theories for dynamic analysis of composite structures subjected to random excitation / Tortorelli, E.; Filippi, M.; Pagani, A.; Petrolo, M.; Carrera, E.. - (2023). (Intervento presentato al convegno 9th International Conference on Fatigue of Composites, ICFC9 tenutosi a Vicenza nel 21-23 June 2023). | 1-gen-2023 | E. TortorelliM. FilippiA. PaganiM. PetroloE. Carrera | TFPPC_ICFC9_2023.pdf |
| Refined structural theories for dynamic and fatigue analyses of structure subjected to random excitations / Filippi, M.; Tortorelli, E.; Petrolo, M.; Carrera, E.. - 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 | M. FilippiE. TortorelliM. PetroloE. Carrera | FTPC_AIDAA2023.pdf |
| Refinement of Structural Theories for Composite Shells through Convolutional Neural Networks / Petrolo, M.; Iannotti, P.; Trombini, M.; Melis, M.. - (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) [10.21741/9781644902813-31]. | 1-gen-2023 | M. PetroloP. IannottiM. Trombini + | PITM_AIDAA2023_Paper.pdf |