Publications
Upcoming/Preprints
• Anish Satpati, Marco Maurizi, et al., Augmented piezoelectricity through AI-designed metamaterials (2026).
• Yu-Tong Wang, Marco Maurizi, et al., Inverse Design of three-dimensional metamaterials with tunable band structure (2026).
• Paolo Secchi, Daniel S. Balint, and Marco Maurizi, Neural-Schwarz Tiling for Geometry-Universal PDE Solving at Scale (2026). Arxiv.
2025
• Anish Satpati, Marco Maurizi, et al., Multi-objective automatic discovery of optimized metamaterials for varying velocity impact protection (2025).
• Marco Maurizi, Derek Xu, Yu-Tong Wang, et al., Designing metamaterials with programmable nonlinear responses and geometric constraints in graph space. Nature Machine Intelligence. [CODE] [DATA]
2022
• Marco Maurizi, et al., Inverse design of truss lattice materials with superior buckling resistance (2022). npj Computational Materials.
• Marco Maurizi, et al., Predicting stress, strain and deformation fields in materials and structures with graph neural networks(2022). Scientific Reports.
• Marco Maurizi, et al., Fracture resistance of 3D nano-architected lattice materials (2022). Extreme Mechanics Letters.
2021
• Marco Maurizi, et al., Interlocking mechanism design based on deep-learning methods (2021). Applications in Engineering Science.
2019
• Marco Maurizi, et al., Dynamic measurements using FDM 3D-printed embedded strain sensors (2019). Sensors.