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Can AI learn to read ancient pottery the way an archaeologist does?

A new deep learning model classifies Japanese Sue ware from 3D scans with high accuracy, using three-dimensional point clouds directly. The model achieved an overall accuracy of 93.2%, performing almost perfectly on visually distinct categories, while focusing on regions that may correspond to expert archaeologists' considerations.

SourceNagoya University·JournalJournal of Archaeological Science·TypeComputational simulation/modeling·DateMar 26, 2026

Ancient fishing nets resurrected from pottery using X-ray CT: a world-first achievement by Kumamoto University researchers

A team of researchers led by Professor Hiroki Obata reconstructed the structure of prehistoric fishing nets from ancient pottery using X-ray CT. The study revealed a rich diversity in net-making techniques between regions and highlighted the importance of sustainability practices in ancient cultures.

SourceKumamoto University·JournalJournal of Archaeological Science·TypeImaging analysis·DateSep 26, 2025

What pottery reveals about prehistoric Central European culinary traditions

A groundbreaking study in PLOS ONE analyzed fat residues trapped in pottery vessels to uncover the prehistoric culinary traditions of central Germany. The results show a diverse range of food sources, including dairy products, meat, and plant-based foods, with significant changes occurring between the Early Neolithic and Late Bronze Age.

SourceUniversitat Autonoma de Barcelona·JournalPLOS ONE·TypeExperimental study·DateMay 21, 2024

Experiment captures why pottery forms are culturally distinct

Researchers capture cultural differences in pottery forms without selective transmission, attributing them to cognitive biases and community-specific techniques. This finding has implications for interpreting archaeological artifacts, potentially leading to new insights into the dynamics of cultural assimilation and artistic innovation.

SourceKobe University·JournalPNAS Nexus·TypeObservational study·DateFeb 28, 2024

Community culture shapes ceramics

A contemporary experiment suggests that ceramic shapes can be used as a proxy for ancient cultures, with variations between communities more pronounced than within. Community-specific deviations in morphological features support this assumption, highlighting individual variation among potters.

SourcePNAS Nexus·JournalPNAS Nexus·DateFeb 27, 2024

Pots full of history

Prehistoric pottery production discovered to be linked to hunter-gatherer communities, not solely farming, and influenced culinary traditions in Europe. Analysis of pot residues reveals information on cooked products and food processing methods.

SourceNicolaus Copernicus University in Torun·JournalProceedings of the National Academy of Sciences·DateDec 11, 2023

Anarcheological first: A poem by Virgil appears on the remnants of a Roman oil amphora

Researchers have made a groundbreaking discovery in the form of an oil amphora from the Roman region of Betica, featuring written text on its underside. The fragment, which corresponds to the seventh and eighth verses of Virgil's poem 'The Georgics', reveals insights into the poet's life and knowledge of the fertile Guadalquivir plain.

SourceUniversity of Córdoba·JournalJournal of Roman Archaeology·TypeObservational study·DateJun 21, 2023

Want better kimchi? Make it like the ancients did

Researchers found that traditional handmade clay jars, called onggi, ferment kimchi faster and produce more beneficial bacteria due to their unique porous structure. The study highlights the connection between the earthenware's material properties and the fermentation process, providing new insights into ancient technology.

SourceGeorgia Institute of Technology·JournalJournal of The Royal Society Interface·TypeExperimental study·DateApr 12, 2023

Lasers and chemistry reveal how ancient pottery was made — and how an empire functioned

Researchers analyzed ancient Wari pottery to understand how the empire spread its aesthetic. They found that potters across the empire created their own ceramics, decorated in traditional Wari style, with distinct chemical signatures from different regions. This bottom-up approach highlights local agency and economies' importance.

SourceField Museum·JournalJournal of Archaeological Science·DateMar 14, 2023

Neolithic culinary traditions uncovered

Scientists have uncovered evidence of cereal cooking, dairy products and meat-based dishes in ancient pots from Scottish crannogs. Cereal biomarkers were detected in one-third of pots, providing the earliest biomolecular evidence for cereals in absorbed pottery residues.

SourceUniversity of Bristol·JournalNature Communications·TypeObservational study·DateSep 6, 2022

Leafy greens first dished up 3,500 years ago

Researchers from Goethe University and the University of Bristol analyzed prehistoric pots and found complex distributions of plant lipids, indicating the processing of various plant species. The study reveals that leafy greens were first used in West African cuisine around 3,500 years ago.

SourceGoethe University Frankfurt·JournalArchaeological and Anthropological Sciences·TypeImaging analysis·DateJan 28, 2022

An ancient disaster

Researchers have found conclusive evidence that a massive cosmic airburst destroyed the biblical city of Tall el-Hammam in the Jordan Valley around 3600 years ago. The impact, which is believed to be equivalent to a 12-megaton explosion, was characterized by temperatures exceeding 2,000°C and the formation of melted metals and glass.

SourceUniversity of California - Santa Barbara·JournalScientific Reports·TypeObservational study·DateSep 28, 2021

Ceramics provide insights into medieval Islamic cuisine

A study of organic residues on ceramic pottery from rural and urban Sicily during the 9th to 12th century AD reveals a diverse range of vegetables, fruits, beeswax, and animal food products. The findings are consistent with Arabic literature's colorful dishes and highlight regional differences in cuisine preferences and ceramics use.

SourcePLOS·JournalPLOS ONE·DateJun 9, 2021

Worth one's salt

Researchers at LSU discovered a vast network of ancient Maya salt kitchen buildings, indicating the salt was produced on a large scale. Salt cakes were standardized units, potentially used as currency, and played a crucial role in the economy.

SourceLouisiana State University·JournalJournal of Anthropological Archaeology·DateMar 22, 2021

'X-ray gun' helps researchers pinpoint the origins of pottery found on ancient shipwreck

Archaeologists used a portable X-ray fluorescence detector to analyze ceramic pieces from the Java Sea Shipwreck, pinning their origins to specific kiln sites in southeastern China. The findings reveal complex trade networks between Asia and Africa in the 12th and 13th centuries, challenging traditional Eurocentric views of globalization.

SourceField Museum·JournalJournal of Archaeological Science·DateFeb 8, 2019

The origins of pottery linked with intensified fishing in the post-glacial period

A three-year study by researchers at BioArCh, the University of York, suggests that ceramic vessels were used by early hunter-gatherer ancestors to store and process fish, with an association remaining stable even after climate warming. The study reveals new insights into prehistoric food processing habits during the post-glacial period.

SourceUniversity of York·JournalProceedings of the National Academy of Sciences·DateJul 16, 2018

Jerusalem tower younger than thought

Researchers at the Weizmann Institute of Science used advanced radiocarbon dating methods to determine the age of a massive stone tower in Jerusalem. The new date, around 800-900 BCE, is nearly 1,000 years younger than the previously assigned date of 1700 BCE and moves the construction of the tower to the Iron Age.

SourceWeizmann Institute of Science·JournalRadiocarbon·DateJun 15, 2017