3 papers
stat.ME2025
Monitoring 3D Lattice Structures in Additive Manufacturing Using Topological Data Analysis
Yulin An, Xueqi Zhao, Enrique del Castillo
We present a new method for the statistical process control of lattice structures using tools from Topological Data Analysis. Motivated by applications in additive manufacturing, s…
stat.ML2025
High-Dimensional Statistical Process Control via Manifold Fitting and Learning
Burak I. Tas, Enrique del Castillo
We address the Statistical Process Control (SPC) of high-dimensional, dynamic industrial processes from two complementary perspectives: manifold fitting and manifold learning, both…
cs.CV2025
An AI Approach for Learning the Spectrum of the Laplace-Beltrami Operator
Yulin An, Enrique del Castillo
The spectrum of the Laplace-Beltrami (LB) operator is central in geometric deep learning tasks, capturing intrinsic properties of the shape of the object under consideration. The b…