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A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries
Arxiv
0+阅读 · 4月3日
A deterministic solver for the linear Boltzmann model of a single mono-directional proton beam
Arxiv
0+阅读 · 4月1日
Evaluating Variational Quantum Eigensolver and Quantum Dynamics Algorithms on the Advection-Diffusion Equation
Arxiv
0+阅读 · 3月31日
A simple and general framework for the construction of exactly div-curl-grad compatible discontinuous Galerkin finite element schemes on unstructured simplex meshes
Arxiv
0+阅读 · 3月31日
Generative Latent Neural PDE Solver using Flow Matching
Generative Latent Neural PDE Solver using Flow Matching
Arxiv
0+阅读 · 3月28日
A posteriori error estimates for the finite element discretization of second-order PDEs set in unbounded domains
Arxiv
0+阅读 · 3月28日
Multi-fidelity Learning of Reduced Order Models for Parabolic PDE Constrained Optimization
Arxiv
0+阅读 · 3月27日
Output-Feedback Boundary Control of Thermally and Flow-Induced Vibrations in Slender Timoshenko Beams
Arxiv
0+阅读 · 3月27日
Weakly-Constrained 4D Var for Downscaling with Uncertainty using Data-Driven Surrogate Models
Arxiv
0+阅读 · 3月4日
Active Learning for Neural PDE Solvers
Arxiv
0+阅读 · 3月24日
Deep Feynman-Kac Methods for High-dimensional Semilinear Parabolic Equations: Revisit
Arxiv
0+阅读 · 3月20日
Meshing method to build a centrosymmetric matrix to solve partial differential equations on an irreducible domain including a planar symmetry
Arxiv
0+阅读 · 3月11日
Shock with Confidence: Formal Proofs of Correctness for Hyperbolic Partial Differential Equation Solvers
Arxiv
0+阅读 · 3月18日
Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields
Arxiv
0+阅读 · 3月11日
Solving Differential Equations with Constrained Learning
Arxiv
0+阅读 · 3月10日
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