Tito Andriollo

Physics-informed Holomorphic Neural Networks: Applications in Fracture Mechanics and Crack Detection

Speaker: Tito Andriollo

Location: SC200A Seminar Room (NCR), University of Galway

Date: Thursday, 23th October 2025

Tito Andriollo earned his MSc and PhD degrees in Mechanical Engineering from the Technical University of Denmark and is currently a tenure-track Assistant Professor in the Department of Mechanical and Production Engineering at Aarhus University. His research aims to achieve a mechanistic understanding of structure–property relationships in complex heterogeneous materials through a synergistic combination of theoretical, experimental, and machine learning methods.

A key theme of his work is leveraging physics-informed machine learning to develop computationally efficient models for predicting strength and fracture properties based on experimental data describing the shape and distribution of micro-scale defects and heterogeneities.

Seminar is hosted by Bharat Tripathi.

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