Probabilistic physics-guided transfer learning for material property prediction in extrusion deposition additive manufacturing
We introduce the concept of physics-guided transfer learning to predict the thermal
conductivity of an additively manufactured short-fiber reinforced polymer (SFRP) using micro …
conductivity of an additively manufactured short-fiber reinforced polymer (SFRP) using micro …
Transferring melt pool knowledge between multiple materials in laser-directed energy deposition via Gaussian process regression
Laser-directed energy deposition (L-DED) enables the creation of near-net-shape parts with
location-specific materials, repair of machine components, and addition of features to …
location-specific materials, repair of machine components, and addition of features to …