Machine learning aided design and optimization of conformal porous structures

A comprehensive review of injection mold cooling by using conformal cooling channels and thermally enhanced molds

S Arman, I Lazoglu - The International Journal of Advanced Manufacturing …, 2023 - Springer
Conformal cooling channels (CCCs) are employed to improve the cooling rate due to the
equal distance from the mold surface. CCCs play a key role in mold injection productivity by …
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High-resolution shape deformation prediction in additive manufacturing using 3d cnn

B Standfield, D Gračanin, R Wang… - 2022 Winter Simulation …, 2022 - ieeexplore.ieee.org
Additive manufacturing (AM) processes usually have lower geometric quality and when
compared to subtractive manufacturing processes. However, AM processes are seeing more …
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Applications in Data-Driven Additive Manufacturing

M Safdar, G Lamouche, PP Paul, G Wood… - Engineering of Additive …, 2023 - Springer
AM lifecycle is divided into major sources, and preparation of data generated by each
source is discussed separately. These sources of features can be grouped into design …
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