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Updated: May 17, 2025

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通过设计实验和机器学习算法来设定的FDM 3D打印参数的多目标优化

Antonio Panico1, Alberto Corvi2, Luca Collini1

  • 1Department of Engineering for Industrial Systems and Technologies, University of Parma, Parma, 43124, Italy.

Scientific reports
|May 14, 2025
PubMed
概括

优化融合沉积建模 (FDM) 3D打印涉及复杂的参数相互作用. 这项研究发现,沉积模式显著影响机械性能",线条"在拉伸强度和弹性模量方面产生了最好的平衡结果.

关键词:
增材制造 增材制造 增材制造实验设计 (DOE) 是指实验的设计.在NSGA-II中,NSGA-II是最重要的.随机的森林 随机的森林

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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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