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cs.LG2024
Machine learning-based optimization workflow of the homogeneity of spunbond nonwovens with human validation
Viny Saajan Victor, Andre Schmeißer, Heike Leitte +1
In the last ten years, the average annual growth rate of nonwoven production was 4%. In 2020 and 2021, nonwoven production has increased even further due to the huge demand for non…
cs.LG2024
Machine Learning Optimized Approach for Parameter Selection in MESHFREE Simulations
Paulami Banerjee, Mohan Padmanabha, Chaitanya Sanghavi +2
Meshfree simulation methods are emerging as compelling alternatives to conventional mesh-based approaches, particularly in the fields of Computational Fluid Dynamics (CFD) and cont…