17 citations · 26 across the 6 of their papers we have counts for
4 papers · 1 filter
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…
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.…
Polymer Composites Informatics for Flammability, Thermal, Mechanical and Electrical Property Predictions
Huan Tran, Chiho Kim, Rishi Gurnani +8
Polymer composite performance depends significantly on the polymer matrix, additives, processing conditions, and measurement setups. Traditional physics-based optimization methods…