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Updated: Mar 21, 2026

MALDI-ToF MS Method for the Characterization of Synthetic Polymers with Varying Dispersity and End Groups
Published on: October 3, 2025
Domain-adapted discovery of PET depolymerisation routes using in-house curated scientific literature
Dawn Sivan1,2,3, Saima Zafar1,2, K Satheesh Kumar3
1Center for Advanced Intelligent Materials, Universiti Malaysia Pahang Al-Sultan Abdullah, 26300, Gambang, Pahang, Malaysia. rjose@umpsa.edu.my.
Abstract:
Curated chemical literature combined with a domain-adapted language model is shown to generate experimentally feasible PET depolymerisation pathways. This work establishes a practical data-guided approach for evaluating and discovering viable routes in plastic waste management.
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