Zobrazeno 1 - 10
of 525
pro vyhledávání: '"Milani, Abbas"'
Autor:
Hosseinionari, Hadi, Bajelani, Mohammad, van Heusden, Klaske, Milani, Abbas S., Seethaler, Rudolf
Shaping thermoplastic sheets into three-dimensional products is challenging since overheating results in failed manufactured parts and wasted material. To this end, we propose an indirect data-driven predictive control approach using Model Predictive
Externí odkaz:
http://arxiv.org/abs/2407.17013
Autor:
Ramezankhani, Milad, Milani, Abbas S.
Physics-Informed Neural Networks (PINNs) have gained popularity in solving nonlinear partial differential equations (PDEs) via integrating physical laws into the training of neural networks, making them superior in many scientific and engineering app
Externí odkaz:
http://arxiv.org/abs/2308.06447
Autor:
Ramezankhani, Milad, Nazemi, Amir, Narayan, Apurva, Voggenreiter, Heinz, Harandi, Mehrtash, Seethaler, Rudolf, Milani, Abbas S.
Despite the successful implementations of physics-informed neural networks in different scientific domains, it has been shown that for complex nonlinear systems, achieving an accurate model requires extensive hyperparameter tuning, network architectu
Externí odkaz:
http://arxiv.org/abs/2202.06139
Autor:
Hosseinionari, Hadi, Seethaler, Rudolf, Krishnamurthy, Rohith Jayaraman, Jalilvand, Iman, Milani, Abbas S.
Publikováno v:
In Journal of Manufacturing Processes 12 December 2024 131:312-326
