Research and Publications
The most relevant part of the R&D work developed by Rodrigo Sandoval has been focused in Modern Software Engineering approaches and most remarkably, in Modern Artificial Intelligence, especially in optimization heuristics, machine learning and, lately, in deep learning.
Relevant sources and references
Document Characterization Method (WO 2015125088 A1)
A (pending) patent co-authored with Juan Ignacio Saa and Jose Manuel Jimenez.
(Pending) Patent Documentation
Using a genetic algorithm for exploring a semiconductor fabrication model
Abstract: Initial iterations or generations of this particular Genetic Algorithm (GA) implementation for optimizing a semiconductor fabrication process, not only search for an optimal solution, but also, with the aid of a visual tool, help understanding the complex characteristics of the model. Finally, thanks to this visual analysis, some adjustments are proposed to the algorithm execution in order to drive the search more effectively, as explained using a reference TCAD simulation-based example.
IEEE Proceedings Reference
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