conftrace_

mesh-free method

6 papers

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Co-occurring keywords · papers mentioning both

partial differential equation (5) neural network (2) physics-informed neural network (2) forward problem (1) non-rigid shape matching (1) heat diffusion (1) topology optimization (1) numerical method (1) constrained learning (1) neural shape representation (1)

Papers

Learning to Solve PDEs on Neural Shape Representations CVPR 2026 Solving Differential Equations with Constrained Learning ICLR 2025 Neural Q-learning for solving PDEs JMLR 2023 PIXEL: Physics-Informed Cell Representations for Fast and Accurate PDE Solvers AAAI 2023 Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching NeurIPS 2022 NTopo: Mesh-free Topology Optimization using Implicit Neural Representations NeurIPS 2021