DEHGHANPOUR ABYANEH, MOHSEN
DEHGHANPOUR ABYANEH, MOHSEN
Dipartimento di Ingegneria Meccanica e Aerospaziale
105701
Enhancing Grinding Efficiency in Aluminum Alloys: An Ensemble-Stacking and Single Machine Learning Framework for Predicting Surface Roughness with SHAP-based interpretability
2026 Dehghanpour Abyaneh, Mohsen; Sadegh Javadi, Mohammad; Narimani, Parviz; Golabchi, Marzieh; Sesana, Raffaella; Hadad, Mohammadjafar
Machine learning applied to high-entropy alloy coatings process parameters and composition optimization – A case study
2026 Sesana, Raffaella; Dehghanpour Abyaneh, Mohsen; Golabchi, Marzieh; Corsaro, Luca; Sheibanian, Nazanin; Ozbilen, Sedat
Novel Analytical and Machine Learning Framework Predicting LPBF Heat Treatment Effects on Inconel™ 718 Hardness
2026 Dehghanpour Abyaneh, Mohsen; Sesana, Raffaella; Javadi, Mohammad Sadegh; Narimani, Parviz; Crachi, Matteo; Caraviello, Antonio
Thermal Data Optimization Through Uncertainty Reduction in Fatigue Limits Estimation: A TCM–ANN Framework for C45 Steel
2026 Corsaro, Luca; Dehghanpour Abyaneh, Mohsen; Sadegh Javadi, Mohammad; Cura', Francesca Maria; Sesana, Raffaella
Toward data-driven machining: Prediction of surface roughness in high-entropy alloy coatings using a stacking ensemble machine learning model
2026 Dehghanpour Abyaneh, Mohsen; Sesana, Raffaella; Javadi, Mohammad Sadegh; Sheibanian, Nazanin; Ozbilen, Sedat; Lupoi, Rocco
Advances in grinding sludge valorisation and recovery in the manufacturing industries
2025 Dehghanpour Abyaneh, M.; Sesana, R.
Surface, Microstructure, andWear Characterization of Annealed Cold-Sprayed HEA Coatings
2025 Sheibanian, Nazani; Sesana, Raffaella; Abyaneh, Mohsen Dehghanpour; Özbilen, Sebat; Lupoi, Rocco
Thermographic and Machine Learning approaches for a rapid estimation of gears bending fatigue strength
2025 Corsaro, Luca; Dehghanpour Abyaneh, Mohsen; Cura, Francesca Maria; Sesana, Raffaella
Digitalization of analysis of a concrete block layer using machine learning as a sustainable approach
2024 Narimani, Parviz; Dehghanpour Abyaneh, Mohsen; Mohammad Hosseinzadeh Golabchi, Marzieh; Golchin, Babak; Haque, Rezwanul; Jamshidi, Ali
Predicting Surface Roughness and Grinding Forces in UNS S34700 Steel Grinding: A Machine Learning and Genetic Algorithm Approach to Coolant Effects
2024 Dehghanpour Abyaneh, Mohsen; Narimani, Parviz; Javadi, Mohammad Sadegh; Mohammad Hosseinzadeh Golabchi, Marzieh; Attarsharghi, Samareh; Hadad, Mohammadjafar
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Enhancing Grinding Efficiency in Aluminum Alloys: An Ensemble-Stacking and Single Machine Learning Framework for Predicting Surface Roughness with SHAP-based interpretability / Dehghanpour Abyaneh, Mohsen; Sadegh Javadi, Mohammad; Narimani, Parviz; Golabchi, Marzieh; Sesana, Raffaella; Hadad, Mohammadjafar. - In: INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY. - ISSN 0268-3768. - ELETTRONICO. - (2026), pp. 1-24. [10.1007/s00170-026-17594-9] | 1-gen-2026 | Dehghanpour Abyaneh, MohsenGolabchi, MarziehSesana, Raffaella + | s00170-026-17594-9.pdf |
| Machine learning applied to high-entropy alloy coatings process parameters and composition optimization – A case study / Sesana, Raffaella; Dehghanpour Abyaneh, Mohsen; Golabchi, Marzieh; Corsaro, Luca; Sheibanian, Nazanin; Ozbilen, Sedat - In: High-Entropy Alloy Coatings - Fundamentals and Applications / Viswanathan S. Saji, Jamieson M. Brechtl. - STAMPA. - [s.l] : Routledge, Taylor and Francis, 2026. - ISBN 9781032907505. - pp. 1-33 | 1-gen-2026 | Raffaella SesanaMohsen Dehghanpour AbyanehMarzieh GolabchiLuca CorsaroNazanin Sheibanian + | HEA-CRC r2_Chapter 5B clean.pdf |
| Novel Analytical and Machine Learning Framework Predicting LPBF Heat Treatment Effects on Inconel™ 718 Hardness / Dehghanpour Abyaneh, Mohsen; Sesana, Raffaella; Javadi, Mohammad Sadegh; Narimani, Parviz; Crachi, Matteo; Caraviello, Antonio. - In: JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE. - ISSN 1059-9495. - ELETTRONICO. - (2026), pp. 1-23. [10.1007/s11665-026-13900-4] | 1-gen-2026 | Dehghanpour Abyaneh, MohsenSesana, RaffaellaCrachi, Matteo + | s11665-026-13900-4.pdf |
| Thermal Data Optimization Through Uncertainty Reduction in Fatigue Limits Estimation: A TCM–ANN Framework for C45 Steel / Corsaro, Luca; Dehghanpour Abyaneh, Mohsen; Sadegh Javadi, Mohammad; Cura', Francesca Maria; Sesana, Raffaella. - In: METALS. - ISSN 2075-4701. - ELETTRONICO. - 16:1(2026), pp. 1-23. [10.3390/met16010042] | 1-gen-2026 | Luca CorsaroMohsen Dehghanpour AbyanehFrancesca Maria CuraRaffaella Sesana + | metals-16-00042.pdf |
| Toward data-driven machining: Prediction of surface roughness in high-entropy alloy coatings using a stacking ensemble machine learning model / Dehghanpour Abyaneh, Mohsen; Sesana, Raffaella; Javadi, Mohammad Sadegh; Sheibanian, Nazanin; Ozbilen, Sedat; Lupoi, Rocco. - In: PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS. PART C, JOURNAL OF MECHANICAL ENGINEERING SCIENCE. - ISSN 0954-4062. - ELETTRONICO. - 1:11(2026), pp. 1-11. [10.1177/09544062261425296] | 1-gen-2026 | Dehghanpour Abyaneh, MohsenSesana, RaffaellaSheibanian, NazaninLupoi, Rocco + | dehghanpour-abyaneh-et-al-2026-toward-data-driven-machining-prediction-of-surface-roughness-in-high-entropy-alloy.pdf |
| Advances in grinding sludge valorisation and recovery in the manufacturing industries / Dehghanpour Abyaneh, M.; Sesana, R.. - In: LA METALLURGIA ITALIANA. - ISSN 0026-0843. - ELETTRONICO. - 3:(2025), pp. 45-56. | 1-gen-2025 | M. Dehghanpour AbyanehR. Sesana | Aim_marzo2025_5.pdf |
| Surface, Microstructure, andWear Characterization of Annealed Cold-Sprayed HEA Coatings / Sheibanian, Nazani; Sesana, Raffaella; Abyaneh, Mohsen Dehghanpour; Özbilen, Sebat; Lupoi, Rocco. - In: ENGINEERING PROCEEDINGS. - ISSN 2673-4591. - ELETTRONICO. - 85:35(2025), pp. 1-9. [10.3390/engproc2025085035] | 1-gen-2025 | Sheibanian, NazaniSesana, RaffaellaAbyaneh, Mohsen Dehghanpour + | engproc-85-00035.pdf |
| Thermographic and Machine Learning approaches for a rapid estimation of gears bending fatigue strength / Corsaro, Luca; Dehghanpour Abyaneh, Mohsen; Cura, Francesca Maria; Sesana, Raffaella. - In: FORSCHUNG IM INGENIEURWESEN-ENGINEERING RESEARCH. - ISSN 0015-7899. - ELETTRONICO. - 89:1(2025), pp. 1-13. [10.1007/s10010-025-00863-6] | 1-gen-2025 | Corsaro, LucaDehghanpour Abyaneh, MohsenCura, Francesca MariaSesana, Raffaella | s10010-025-00863-6.pdf |
| Digitalization of analysis of a concrete block layer using machine learning as a sustainable approach / Narimani, Parviz; Dehghanpour Abyaneh, Mohsen; Mohammad Hosseinzadeh Golabchi, Marzieh; Golchin, Babak; Haque, Rezwanul; Jamshidi, Ali. - In: SUSTAINABILITY. - ISSN 2071-1050. - ELETTRONICO. - 16:17(2024). [10.3390/su16177591] | 1-gen-2024 | Mohsen, Dehghanpour AbyanehMarzieh, Golabchi + | sustainability-16-07591.pdf |
| Predicting Surface Roughness and Grinding Forces in UNS S34700 Steel Grinding: A Machine Learning and Genetic Algorithm Approach to Coolant Effects / Dehghanpour Abyaneh, Mohsen; Narimani, Parviz; Javadi, Mohammad Sadegh; Mohammad Hosseinzadeh Golabchi, Marzieh; Attarsharghi, Samareh; Hadad, Mohammadjafar. - In: PHYSCHEM. - ISSN 2673-7167. - ELETTRONICO. - 4:4(2024), pp. 495-523. [10.3390/physchem4040035] | 1-gen-2024 | Mohsen, Dehghanpour AbyanehMarzieh, Golabchi + | physchem-04-00035-v2.pdf |