RESEARCH INTERESTS

Archaeological science, Ceramic technology, Thermomechanical properties of materials, computational materials science

ABOUT/BIOGRAPHY

Dr. Anno Hein is research director at the Institute of Nanoscience and Nanotechnology. He studied physics and informatics at the University of Bonn with a diploma thesis about NAA of archaeological ceramics and a PhD about total reflection XRF with synchrotron radiation at the Bonn Electron Stretcher Accelerator (ELSA), which he finalized in1996. In 1998, after an intermediate employment as software developer he came to the Institute of Materials Science (IMS) at the N.C.S.R. “Demokritos” (NCSR D) working as post-doctoral researcher within the framework of the European research project GEOPRO with focus on the integrated study of archaeological ceramics. From 2002 to 2006 he was holding a terminable position as associate researcher. After working in various projects concerning the characterization and conservation of archaeological materials in Greece, he took a permanent position as researcher in the Cultural Heritage Research Program at the NCSR D in 2010. In 2014 he was promoted to senior researcher. His research interests in the field of Cultural Heritage concern the investigation of archaeological materials in view of raw material management, manufacturing processes, dissemination and technology transfer. He has a particular interest in studies of the design and thermo-mechanical performance of functional ceramics and built structures. This involves apart from material testing the development of digital multi-scale models, which can be evaluated for example in computer simulations with the finite element method (FEM) or computational fluid dynamics (CFD). Furthermore, he works on data management, in view of open-source database development and the evaluation of ‘Big Data’, collected in the physico-chemical characterization of archaeological materials and raw materials. For this, apart from traditional multivariate statistics he is investigating the use of artificial intelligence and diverse machine learning models. In the running MAIA COST Action (CA23141 - Managing Artificial Intelligence in Archaeology) (https://maiacost.eu/ ) he is representative of Greece in the Management Committee and coordinator of one of the use cases in Working Group 2 ‘Digital Comparative Collections and AI Training Data for Archaeology’.  By now he has published 72 articles in peer-reviewed journals with an h-factor of 23, one book, 10 chapters in books and 50 articles in peer-reviewed conference proceedings or volumes. He is teaching in master courses at two Greek universities and he has given invited guest lectures at several European universities. Since 2021, I am Coordinator and Course Instructor of the course module CCC52 'Materials Science' within the MSc course 'Protection of Cultural Heritage and Monuments of Nature from the Effects of Climate Change (CCC)’ at the Hellenic Open University, School of Applied Arts and Sustainable Design (https://www.eap.gr/en/protection-of-cultural-heritage-and-monuments-of-nature-from-the-effects-of-climate-change/  ). Currently, he is supervising 5 PhD students and he has supervised two PhDs, which have been finalized in 2018 and 2024.

https://orcid.org/0000-0002-1129-4820

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PUBLICATIONS

Kouki, Sofia, Lorenzon, Marta, Cutillas-Victoria, Benjamín, Lichtenberger, Achim, Schreiber, Torben, Zardaryan, Mkrtich, Hein, Anno and Polymeris, Georgios, Against the grain: Leveraging machine learning to analyze mudbrick structures PLOS ONE, Volume 21, 2026 [doi]

Hein, Anno, Machine learning approaches in the evaluation of pXRF data in provenance studies of transport amphorae Archaeological and Anthropological Sciences, Volume 18, 2026 [doi]

Kouki, Sofia, Lorenzon, Marta, Cutillas-Victoria, Benjamín, Lichtenberger, Achim, Schreiber, Torben, Zardaryan, Mkrtich, Hein, Anno and Polymeris, Georgios, Against the grain: Leveraging machine learning to analyze mudbrick structures PLOS ONE, Volume 21, 2026 [doi]

Hein, Anno, Machine learning approaches in the evaluation of pXRF data in provenance studies of transport amphorae Archaeological and Anthropological Sciences, Volume 18, 2026 [doi]

Tsai, Che-Hsien, Kaza-Papageorgiou, Konstantina, Hein, Anno and Day, Peter M., Like a burning British neck: red to brown slipped vessels in Early Bronze Age Kontopigado-Alimos, Attica Archaeological and Anthropological Sciences, Volume 17, 2025 [doi]

Lis, Bartłomiej, Batziou, Anthi, Zeman, Piotr, Agnousiotis, Dimitris, Kofel-Lubczyńska, Dominika, Tzevelekidi, Vasiliki, Veropoulidou, Rena, Herrmann, Nicholas, Cruz, Krysten, Hein, Anno, Tsironis, Nikos and Warecka, Karolina, Mycenaean Pefkakia Excavation Project: report on archaeological research conducted in 2024 Polish Archaeology in the Mediterranean, Volume 34, Pages: 9 – 34, 2025 [doi]

Tsai, Che-Hsien, Kaza-Papageorgiou, Konstantina, Hein, Anno and Day, Peter M., Like a burning British neck: red to brown slipped vessels in Early Bronze Age Kontopigado-Alimos, Attica Archaeological and Anthropological Sciences, Volume 17, 2025 [doi]

Lis, Bartłomiej, Batziou, Anthi, Zeman, Piotr, Agnousiotis, Dimitris, Kofel-Lubczyńska, Dominika, Tzevelekidi, Vasiliki, Veropoulidou, Rena, Herrmann, Nicholas, Cruz, Krysten, Hein, Anno, Tsironis, Nikos and Warecka, Karolina, Mycenaean Pefkakia Excavation Project: report on archaeological research conducted in 2024 Polish Archaeology in the Mediterranean, Volume 34, Pages: 9 – 34, 2025 [doi]

Panagopoulou, Adamantia P., Vroom, Joanita, Hein, Anno and Kilikoglou, Vassilis, Exploring Colour Palette in Pottery from Western Anatolia and East Asia—Colour Schemes to Inspire Heritage, Volume 7, Pages: 4374 – 4402, 2024 [doi]

Panagopoulou, Adamantia P., Vroom, Joanita, Hein, Anno and Kilikoglou, Vassilis, Exploring Colour Palette in Pottery from Western Anatolia and East Asia—Colour Schemes to Inspire Heritage, Volume 7, Pages: 4374 – 4402, 2024 [doi]

Kajzer, Małgorzata, Marzec, Edyta and Hein, Anno, Exploring chaîne opératoires of Hellenistic ceramic oil lamps from Nea Paphos, Cyprus Levant, Volume 55, Pages: 195 – 217, 2023 [doi]

Coletti, Chiara, Bragié, Emily, Dalconi, Maria Chiara, Mazzoli, Claudio, Hein, Anno and Maritan, Lara, A new brick-type using grape stalks waste from wine production as pore-agent Open Ceramics, Volume 14, 2023 [doi]

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