Variational quantum algorithm for anion exchange across electrolyzer membrane

arXiv:2512.01120 · physics.flu-dyn, quant-ph · Submitted 2025-11-30 · Read on arXiv

physics.flu-dyn, quant-ph

Submitted: 2025-11-30

Updated: 2026-09-21

Terminology

• Accuracy — 7× in this paper · explained in 1 episode
• Quantum Circuits — 4× in this paper · explained in 2 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Entanglement — 2× in this paper · explained in 4 episodes
• Fidelity — 2× in this paper · explained in 2 episodes
• Ab Initio — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Ancillary Qubits — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Diffusion Processes — 1× in this paper · explained in 2 episodes
• Fisher Information — 1× in this paper · explained in 3 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Structural Integrity — 1× in this paper · explained in 3 episodes

Sources

• Physics-Informed Neural Networks: Bridging the Divide Between Conservative and Non-Conservative Equations
• Quantum computing with Qiskit
• The CMA Evolution Strategy: A Tutorial
• Optimization Strategies for Variational Quantum Algorithms in Noisy Landscapes

Related papers

• Conditional Flow Matching for Generation of 3D Multi-variable Instantaneous Urban Microclimate Fields
• Fast localized urban microclimate emulator: wind and temperatures in unseen urban morphologies
• Reward hacking in physical reinforcement learning revealed by turbulent drag reduction
• Diffraction of walking drops by a standing Faraday wave
• Linear causality and stability constraints on relativistic second-order magnetohydrodynamics
• Adjoint-based shape optimization of a ship hull using a Conditional Variational Autoencoder (CVAE) assisted propulsion surrogate model