Concepedia

Performance evaluation of machine learning techniques in surface roughness prediction for 3D printed micro-lattice structures

B. Veera Siva Reddy, Ameer Malik Shaik, J. Krishnaiah, Sandeep Patil, Chetan P. Nikhare

Journal of Manufacturing Processes · 2025 · 32 citations · 51 references

DOI

Concepts

References

51

Additive manufacturing: technology, applications and research needs

Nannan Guo, Ming C. Leu · Frontiers of Mechanical Engineering · 2013 · 2K citations

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Machine learning in additive manufacturing: State-of-the-art and perspectives

Chengcheng Wang, Xipeng Tan, Shu Beng Tor et al. · Additive manufacturing · 2020 · 680 citations · Full text

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Surface post-treatments for metal additive manufacturing: Progress, challenges, and opportunities

Erfan Maleki, Sara Bagherifard, Michele Bandini et al. · Additive manufacturing · 2020 · 517 citations · Full text

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Prediction of surface roughness in extrusion-based additive manufacturing with machine learning

Zhixiong Li, Ziyang Zhang, Junchuan Shi et al. · Robotics and Computer-Integrated Manufacturing · 2019 · 429 citations

, , +13

The influence of additive manufacturing processing parameters on surface roughness and fatigue life

Joy Gockel, Luke Sheridan, Brittanie Koerper et al. · International Journal of Fatigue · 2019 · 405 citations

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