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Home/Authors/Haibin Ling

Haibin Ling

1 indexed paper

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Publications per year

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26

Top categories

Comp. Eng.×1physics.comp-ph×1physics.plasm-ph×1

Frequent co-authors

Yufeng Wang1×
Lu Wei1×

Research Timeline

2026
Conservative Discrete Structure Stabilizes Autoregressive Rollouts in a 1D Drift Diffusion Poisson Benchmark

The paper demonstrates that enforcing a local conservative finite volume structure is crucial for achieving stable, accurate long-term autoregressive rollouts of plasma transport simulations, outperforming learned neural network approaches.

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Papers

cs.CEphysics.comp-phphysics.plasm-phRecentMay 31, 2026

Conservative Discrete Structure Stabilizes Autoregressive Rollouts in a 1D Drift Diffusion Poisson Benchmark

Yufeng Wang, Lu Wei, Haibin Ling

The paper demonstrates that enforcing a local conservative finite volume structure is crucial for achieving stable, accurate long-term autoregressive rollouts of plasma transport simulations, outperfo…

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