A three-dimensional phase-field model is developed to simulate grain evolutions during powder-bed-fusion (PBF) additive manufacturing, while the physically-informed temperature profile is implemented ...

Quantile regression offers an invaluable tool to discern effects that would be missed by other conventional regression models, which are solely based on modeling conditional mean. Quantile regression ...

Charles Goulding and Lia Palumbo explore how 3D printing, scanning, and digital design are advancing equestrian equipment and ...

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...

Suggested Citation: "2 Process Monitoring and Control." National Academies of Sciences, Engineering, and Medicine. 2019. Data-Driven Modeling for Additive Manufacturing of Metals: Proceedings of a ...

Limitations of linear regression applied on ecological data -- Things are not always linear : additive modeling -- Dealing with heterogeneity -- Mixed effects modeling for nested data -- Violation of ...

While the days of consumer hype are now behind us, 3D printing can still seem like sci-fi from much of its mainstream portrayal. Movies and TV still treat the technology more like magic than a reality ...

The annual market report finds that wind turbine blade applications drove a 43.8% year-over-year surge in global carbon fiber demand to 224,510 metric tons, while China's capacity share exceeded half ...

Additive manufacturing (AM) is the process in which a three-dimensional object is built by adding subsequent layers of materials. AM enables novel material compositions and shapes, often without the ...