2026/03/20
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Publication highlight
This study showcases the fabrication of ultralight polymer nanolattices by high-precision 3D nanofabrication and AI-driven design optimization. Using Two-Photon Polymerization followed by pyrolysis, the researchers produce carbon nanostructures with exceptional strength-to-weight ratios and millimeter-scale printing of millions of unit cells, advancing next-generation lightweight metamaterials.
Advanced Materials
Ultrahigh Specific Strength by Bayesian Optimization of Carbon Nanolattices
P. Serles, J. Yeo, M. Haché, P. Guerra Demingos, J. Kong, P. Kiefer, S. Dhulipala, B. Kumral et al.
Abstract (excerpt)
Nanoarchitected materials are at the frontier of metamaterial design and have set the benchmark for mechanical performance in several contemporary applications. However, traditional nanoarchitected designs with conventional topologies exhibit poor stress distributions and induce premature nodal failure. Here, using multi-objective Bayesian optimization and two-photon polymerization, optimized carbon nanolattices with an exceptional specific strength of 2.03 MPa m3 kg−1 at low densities <215 kg m−3 are ...
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