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Tensile strength analysis of additively manufactured CM 247LC alloy specimen by employing machine learning classifiers
Jatti, Vijaykumar S., Sawant, Dhruv A., Khedkar, Nitin K., Jatti, Vinaykumar S., Salunkhe, Sachin, Pagáč, Marek, Abouel Nasr, Emad S.
Published in PloS one (29.07.2024)
Published in PloS one (29.07.2024)
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Journal Article
Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing
Herzog, T., Brandt, M., Trinchi, A., Sola, A., Molotnikov, A.
Published in Journal of intelligent manufacturing (01.04.2024)
Published in Journal of intelligent manufacturing (01.04.2024)
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Journal Article
In situ process monitoring of multi-layer deposition in wire arc additive manufacturing (WAAM) process with acoustic data analysis and machine learning
Rahman, Md Arifur, Jamal, Suhaima, Cruz, Meenalosini Vimal, Silwal, Bishal, Taheri, Hossein
Published in International journal of advanced manufacturing technology (01.06.2024)
Published in International journal of advanced manufacturing technology (01.06.2024)
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Journal Article
Learning-based error modeling in FDM 3D printing process
Charalampous, Paschalis, Kostavelis, Ioannis, Kontodina, Theodora, Tzovaras, Dimitrios
Published in Rapid prototyping journal (02.04.2021)
Published in Rapid prototyping journal (02.04.2021)
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Journal Article
Using acoustic emission signal analysis and machine learning algorithms for predicting mechanical hardness in laser directed energy deposition parts
Xu, Ke, Mahmoud, Youmna, Manoochehri, Souran, Vallabh, Chaitanya Krishna Prasad
Published in International journal of advanced manufacturing technology (01.06.2025)
Published in International journal of advanced manufacturing technology (01.06.2025)
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Journal Article
Supervised Machine Learning and Physics Machine Learning approach for prediction of peak temperature distribution in Additive Friction Stir Deposition of Aluminium Alloy
Mishra, Akshansh, Jatt, Vijaykumar, Sefene, Eyob Messele, Salunkhe, Sachin, Cep, Robert, Abouel Nasr, Emad
Published in PloS one (04.04.2025)
Published in PloS one (04.04.2025)
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Journal Article
Deep learning with mixup augmentation for improved pore detection during additive manufacturing
Ahmmed, Bulbul, Rau, Elisabeth G., Mudunuru, Maruti K., Karra, Satish, Tempelman, Joshua R., Wachtor, Adam J., Forien, Jean-Baptiste, Guss, Gabe M., Calta, Nicholas P., DePond, Phillip J., Matthews, Manyalibo J.
Published in Scientific reports (11.06.2024)
Published in Scientific reports (11.06.2024)
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Journal Article
Detection of layer height–based defects in additively manufactured part using deep learning algorithm
Castro, Pradeep, Pathinettampadian, Gurusamy, Nandagopal, Sachein, Subramaniyan, Mohan Kumar
Published in International journal of advanced manufacturing technology (01.12.2024)
Published in International journal of advanced manufacturing technology (01.12.2024)
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Journal Article
Neural Networks for Geospatial Data
Zhan, Wentao, Datta, Abhirup
Published in Journal of the American Statistical Association (02.01.2025)
Published in Journal of the American Statistical Association (02.01.2025)
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Journal Article
Universal light SAM algorithm for in situ melting pool monitoring of L-DED/L-PBF/PAM processes
Chen, Jiahong, Li, Hui, Shen, Shengnan, Wang, Yingjie, Ma, Rongzhe, Chen, Haoyuan, Yin, Hong, Xia, Liwei
Published in Journal of computational design and engineering (01.07.2025)
Published in Journal of computational design and engineering (01.07.2025)
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Journal Article
A Framework for Dynamic User Modeling Integrating Data Stream Mining and Process Mining in Educational Contexts
Yesenia Zavaleta-Sanchez, Maria, Benitez-Guerrero, Edgard, Gilberto Molero-Castillo, Guillermo, Mezura-Godoy, Carmen, Gerardo Montane-Jimenez, Luis
Published in IEEE access (2025)
Published in IEEE access (2025)
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Journal Article