Causality enforcing parametric heat transfer solvers for evolving geometries in advanced manufacturing

AJ Thomas, I Bilionis, E Barocio, RB Pipes - Computer Methods in Applied …, 2025 - Elsevier
We introduce a new method for solving parametric heat transfer partial differential equations
on evolving geometries in advanced manufacturing applications. Physics-informed neural …

A Systematic Study of Large Format Additive Manufacturing

H Brito, J Lino Alves - International Conference on Engineering …, 2024 - Springer
One of the most fascinating aspects of 3D printing is figuring out how big it can be printed,
hence the term LFAM (Large Format Additive Manufacturing) was born. However, it has …

[PDF][PDF] Toward Parametric Heat Transfer Solvers in Additive Manufacturing

A Thomas, E Barocio, I Bilionis, RB Pipes - 2024 - utw10945.utweb.utexas.edu
Physics informed neural networks (PINNs) have recently been a popular framework to
integrate experimental data and physics-based constraints specified via partial differential …

[PDF][PDF] Design for large scale-additive manufacturing

JHC de Brito - 2023 - repositorio-aberto.up.pt
The use of three-dimensional printing use has been increasing due to the industry trend
towards customizable products and small series. In addition, this technology meets the …