2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
MeshODENet: A Graph-Informed Neural Ordinary Differential Equation Neural Network for Simulating Mesh-Based Physical Systems
Kangzheng Liu, Leixin Ma
The simulation of complex physical systems using a discretized mesh is a cornerstone of applied mechanics, but traditional numerical solvers are often computationally prohibitive f…
cond-mat.soft2023★ 2 cited
Rapid design of fully soft deployable structures via kirigami cuts and active learning
Leixin Ma, Mrunmayi Mungekar, Vwani Roychowdhury +1
Soft deployable structures - unlike conventional piecewise rigid deployables based on hinges and springs - can assume intricate 3-D shapes, thereby enabling transformative technolo…
cs.RO2023★ 1 cited
Design of Bistable Soft Deployable Structures via a Kirigami-inspired Planar Fabrication Approach
Mrunmayi Mungekar, Leixin Ma, Wenzhong Yan +3
Fully soft bistable mechanisms have shown extensive applications ranging from soft robotics, wearable devices, and medical tools, to energy harvesting. However, the lack of design…