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Variational Quantum Circuits

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10:05

2026-09-15

meshapplied.com

ai-research

Variational Quantum Circuits in Physics-Informed Neural Networks

A systematic evaluation of variational quantum circuits (VQCs) inside physics-informed neural networks (PINNs) for 2D incompressible Navier–Stokes found no robust quantum advantage across Taylor–Green…

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Physics-Informed Neural Networks 1 Navier–Stokes 1 PennyLane 1 HarmMLP 1 Quantum-Train 1 Burgers 1 JanosMozer 1

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ai research 1 machine learning 1 neural networks 1 ai safety 1