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Articles

DInf-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids

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By Marc Habermann, Avinash Sharma Verified, Christian Theobalt, Shanthika Naik
| arxiv.org
[Submitted on 15 Jan 2026] Title:DInf-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids View a PDF of the paper titled DInf-Grid: A Neural Differential Equation Solver with Differentiable Feature Grids, by Navami Kairanda and Shanthika Naik and Marc Habermann and Avinash Sharma and Christian Theobalt and Vladislav Golyanik View PDF HTML (experimental) Abstract:We present a novel differentiable grid-based representation for efficiently solving differential equations...
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