Machine Learning‐Driven Grayscale Digital Light Processing for Mechanically Robust 3D‐Printed Gradient Materials (Adv. Mater. 42/2025)

Machine Learning-Driven Grayscale Digital Light Processing In their Research Article (DOI: 10.1002/adma.202504075), Jisoo Nam, Boxin Chen, and Miso Kim combine machine learning-driven optimization with grayscale digital light processing to create 3D-printed gradient materials with tailored mechanical properties. Pixel-level light control enables seamless stiffness modulation, improving stress distribution, toughness, and fatigue life. The cover image illustrates the translation of digital design data into architected gradients for durable, high-performance impact absorbers and protective structures.

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Publication Details

Journal
Advanced Materials
Published
2025-10-01
DOI
https://doi.org/10.1002/adma.70839
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
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article

Machine Learning‐Driven Grayscale Digital Light Processing for Mechanically Robust 3D‐Printed Gradient Materials (Adv. Mater. 42/2025)

B. Chen, Miso Kim, Jisoo Nam
Advanced Materials
Additive Manufacturing and 3D Printing Technologies
article

Machine Learning‐Driven Grayscale Digital Light Processing for Mechanically Robust 3D‐Printed Gradient Materials (Adv. Mater. 42/2025)

B. Chen, Miso Kim, Jisoo Nam
article en

Abstract

Machine Learning-Driven Grayscale Digital Light Processing In their Research Article (DOI: 10.1002/adma.202504075), Jisoo Nam, Boxin Chen, and Miso Kim combine machine learning-driven optimization with grayscale digital light processing to create 3D-printed gradient materials with tailored mechanical properties. Pixel-level light control enables seamless stiffness modulation, improving stress distribution, toughness, and fatigue life. The cover image illustrates the translation of digital design data into architected gradients for durable, high-performance impact absorbers and protective structures.

Advanced MaterialsVol. 37(42)
Korea Advanced Institute of Science and Technology (KR), Sungkyunkwan University (KR)
Openalex Percentile: Top 67%
Additive Manufacturing and 3D Printing Technologies
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