HPCwire annual Editors' Choice Awards celebrate the most significant breakthroughs in high-performance computing (HPC) over the past 12 months.
REMAT Researchers win 2025 HPCwire Editors' Choice Award for Best Use of HPC in Industry (Automotive, Aerospace, Manufacturing, Chemical, etc.) Researchers from the University of Illinois Urbana-Champaign, Massachusetts Institute of Technology (MIT) and the National Center for Supercomputing Applications (NCSA) have developed a novel generative AI model, trained on NCSA's Delta system. The model enables inverse design of complex patterned polymers by rapidly generating multiple high-fidelity manufacturing solutions form desired pattern images, and advance AI-driven materials through HPC.
Liu, Q., Cai, P., Abueidda, D., Vyas, S., Koric, S., Gomez-Bombarelli, R., Geubelle, P. Univariate conditional variational autoencoder for morphogenic pattern design in frontal polymerization-based manufacturing. Computer Methods in Applied Mechanics and Engineering 438, 117848 (2025). https://doi.org/10.1016/j.cma.2025.117848