13 citations · 14 across the 4 of their papers we have counts for
5 papers
A roadmap for polymer informatics super-intelligence
Akhlak Mahmood, Janhavi Nistane, Huan Tran +2
Polymer informatics has matured from isolated property-prediction studies into an integrated discipline that couples data, models, and decision-making across the polymer design cyc…
Retrieval Augmented Generation of Literature-derived Polymer Knowledge: The Example of a Biodegradable Polymer Expert System
Sonakshi Gupta, Akhlak Mahmood, Wei Xiong +1
Polymer literature contains a large and growing body of experimental knowledge, yet much of it is buried in unstructured text and inconsistent terminology, making systematic retrie…
Accelerated design of proton exchange membranes for green hydrogen production with artificial intelligence
Huan Tran, Akhlak Mahmood, Harshal Chaudhari +5
Water electrolysis is an eco-friendly method for hydrogen production that has reached significant levels of technological maturity. Among commercialized water-electrolysis technolo…
AI-Driven Design of poly(ethylene terephthalate)-replacement copolymers
Chiho Kim, Wei Xiong, Akhlak Mahmood +2
Poly(ethylene terephthalate) (PET), a widely used thermoplastic in packaging, textiles, and engineering applications, is valued for its strength, clarity, and chemical resistance.…
Benchmarking Large Language Models for Polymer Property Predictions
Sonakshi Gupta, Akhlak Mahmood, Shivank Shukla +1
Machine learning has revolutionized polymer science by enabling rapid property prediction and generative design. Large language models (LLMs) offer further opportunities in polymer…