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Dr. Qibang Liu Research Scientist, UIUC@NCSA | Adjunct Assistant Professor, KSU
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Dr. Qibang Liu is a Research Scientist at the National Center for Supercomputing Applications (NCSA) at the University of Illinois Urbana–Champaign and an Adjunct Assistant Professor at Kansas State University. His research focuses on advancing state-of-the-art numerical algorithms and AI-driven methods, leveraging high-performance and AI computing to solve multiscale, multiphysics scientific and engineering problems. He develops next-generation tools that enable breakthroughs in materials science, advanced manufacturing, and structural engineering. His core interests include scientific machine learning (SciML), AI-aided engineering (A2E), multiphysics simulation, and computational mechanics. SciML, A2E (AI-aided Engineering), Multiphysics Simulation, Computational Mechanics, Peridynamics, Advanced Manufacturing Univariate conditional variational autoencoder (UcVAE) for morphogenic pattern design in FP-based manufacturingUcVAE architecture enabling one-to-many mapping from target pattern to feasible process conditions. GINOT predicts solutions from geometries represented by point cloud. Toward metamaterial design: Neural operator transformer for forward prediction and diffusion model for inverse designSDF-based Metamaterial Design using Diffusion Model XOSBPD for Dynamic Uniaxial Tension Fracture Paper 1 | Paper 2 | Paper 3 | Paper 4 | Code | Read More Fabric Meshing for Textile Composites |