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Junpeng Gao

2 accepted papers

2024

Sim-to-Real of Soft Robots With Learned Residual Physics

RA-L 2024

Accurately modeling soft robots in simulation is computationally expensive and commonly falls short of representing the real world. This well-known discrepancy, known as the sim-to-real gap, can have several causes, such as coarsely approximated geometry and material models, manufacturing defects, v

Cited by 35SourcecodeScholar
2022

M2N: Mesh Movement Networks for PDE Solvers

NeurIPS 2022accept

Numerical Partial Differential Equation (PDE) solvers often require discretizing the physical domain by using a mesh. Mesh movement methods provide the capability to improve the accuracy of the numerical solution without introducing extra computational burden to the PDE solver, by increasing mesh re…

Cited by 19SourcePDFScholar