69 citations · 309 across the 20 of their papers we have counts for
4 papers · 2 filters
Parameterization-based Neural Network: Predicting Non-linear Stress-Strain Response of Composites
Haotian Feng, Pavana Prabhakar
Composite materials like syntactic foams have complex internal microstructures that manifest high-stress concentrations due to material discontinuities occurring from hollow region…
Architected Flexible Syntactic Foams: Additive Manufacturing and Reinforcing Particle driven Matrix Segregation
Hridyesh Tewani, Megan Hinaus, Mayukh Talukdar +2
Polymer syntactic foams are transforming materials that will shape the future of next-generation aerospace and marine structures. When manufactured using traditional processes, lik…
Physics-Constrained Neural Network for Design and Feature-Based Optimization of Weave Architectures
Haotian Feng, Sabarinathan P Subramaniyan, Hridyesh Tewani +1
Woven fabrics play an essential role in everyday textiles for clothing/sportswear, water filtration, and retaining walls, to reinforcements in stiff composites for lightweight stru…
Role of Material Directionality on the Mechanical Response of Miura-Ori Composite Structures
Haotian Feng, Guanjin Yan, Pavana Prabhakar
This paper aims to understand the role of directional material properties on the mechanical responses of origami structures. We consider the Miura-Ori structures our target model d…