Garrison Lawrence Horswill Johnston

Neural-Augmented Kelvinlet for Real-Time Soft Tissue Deformation Modeling

Accurate and efficient modeling of soft-tissue interactions is fundamental for advancing surgical simulation, surgical robotics, and model-based surgical automation. To achieve real-time latency, classical Finite Element Method (FEM) solvers are often replaced with neural approximations; however, na