3 papers
cs.RO2026
Neural Control: Adjoint Learning Through Equilibrium Constraints
Dezhong Tong, Jiawen Wang, Hengyi Zhou +3
Many physical AI tasks require sequential implicit computation: at each step, boundary controls are applied, and the resulting configuration is obtained by solving an equilibrium p…
cs.RO2026
Highly Deformable Proprioceptive Membrane for Real-Time 3D Shape Reconstruction
Guanyu Xu, Jiaqi Wang, Dezhong Tong +1
Reconstructing the three-dimensional (3D) geometry of object surfaces is essential for robot perception, yet vision-based approaches degrade under low illumination or occlusion. Th…
cond-mat.soft2025
Discrete Differential Geometry for Simulating Nonlinear Behaviors of Flexible Systems: A Survey
Dezhong Tong, Andrew Choi, Jiaqi Wang +7
Flexible slender structures such as rods, ribbons, plates, and shells exhibit extreme nonlinear responses bending, twisting, buckling, wrinkling, and self contact, that defy conven…