3 papers
cond-mat.soft2026
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…
cond-mat.soft2025
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.…
cond-mat.soft2024
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…