Author

Surangi W. Punyasena

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#data science Open access Oct 2026

PALYIM: A Modular, Open-Source Science Gateway for AI-Enabled Palynology Image Analysis

We introduce PALYIM (PALYnology IMage Analysis Platform), a web-based, intelligent, modular, and extensible platform under development for processing and visualizing Z-stack Whole Slide Image collections using published AI models for palynological analysis. Palynology refers to the study of pollen grains, spores, and o...

Sandeep Puthanveetil Satheesan, Luigi Marini, Shu Kong et al. · Zenodo (CERN European Organi... · 0 citations

#small language model Open access Oct 2026

Quantifying pollen and spore morphology using a language model.

In a typical systematic paper, specimen morphology is described with natural language, and taxonomic specialists use glossaries of technical terminology to establish and communicate taxon concepts, using morphology to delimit species. Textual descriptions of specimen morphology are therefore foundational to biological...

Luke Mander, Peng Sun, S. Punyasena et al. · Biology Letters · 0 citations