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Vincent E. Elfving — most-cited papers & profile · AI for Science
← authors
·
overview
Vincent E. Elfving
15
papers ·
17
citations ·
15
h-index
Pôle Léonard de Vinci
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Protocols for Trainable and Differentiable Quantum Generative Modelling
2022 · 7 citations
Physics-Informed Quantum Machine Learning: Solving nonlinear differential equations in latent spaces without costly grid evaluations
2023 · 3 citations
What can we learn from quantum convolutional neural networks?
2023 · 2 citations
Experimental differentiation and extremization with analog quantum circuits
2025
Evaluation of derivatives using approximate generalized parameter shift rule
2025
Simulating quantum chemistry in the seniority-zero space on qubit-based quantum computers
2020
Quantum Approximate Optimization for Hard Problems in Linear Algebra
2020
Solving nonlinear differential equations with differentiable quantum circuits
2020
Generalized quantum circuit differentiation rules
2021
Quantum Kernel Methods for Solving Differential Equations
2022
Topics
Quantum Machine Learning
Quantum Algorithms
Variational Methods
Quantum Simulation
Quantum Software
Theory
NISQ
Hardware