2 citations · 2 across the 2 of their papers we have counts for
4 papers
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities
Ali Riza Durmaz, Akhil Thomas, Lokesh Mishra +2
While large language models learn sound statistical representations of the language and information therein, ontologies are symbolic knowledge representations that can complement t…
Microstructure quality control of steels using deep learning
Ali Riza Durmaz, Sai Teja Potu, Daniel Romich +2
In quality control, microstructures are investigated rigorously to ensure structural integrity, exclude the presence of critical volume defects, and validate the formation of the t…
Micromechanical fatigue experiments for validation of microstructure-sensitive fatigue simulation models
Ali Riza Durmaz, Erik Natkowski, Nikolai Arnaudov +5
Crack initiation governs high cycle fatigue life and is susceptible to microstructural details. While corresponding microstructure-sensitive models are available, their validation…
Addressing materials' microstructure diversity using transfer learning
Aurèle Goetz, Ali Riza Durmaz, Martin Müller +4
Materials' microstructures are signatures of their alloying composition and processing history. Therefore, microstructures exist in a wide variety. As materials become increasingly…