Ji-Yuan Cai

KnockGS:interaction-Grounded Calibrationof Physical Gaussian Representations

This work proposes KnockGS, an interaction-response PhysicalGS framework that estimates the elasticity and density scales of a 3D Gaussian object from its dynamics under a known applied force, and recovers the scales substantially more accurately than response retrieval, global regression, or a fixed default material.