Quantum interval neural network for uncertain structural static analysis

Quantum machine learning

Jacob Biamonte, Péter Wittek, Nicola Pancotti et al. · Nature · 2017 · 4.4K citations · Full text

Barren plateaus in quantum neural network training landscapes

Jarrod R. McClean, Sergio Boixo, Vadim Smelyanskiy et al. · Nature Communications · 2018 · 2.1K citations · Full text

Computing, Computer Science, Physics +17

Evaluating analytic gradients on quantum hardware

Maria Schuld, Ville Bergholm, Christian Gogolin et al. · Physical review. A/Physical review, A · 2019 · 1.1K citations · Full text

Computing, Chemistry, Computer Science +17

Expressibility and Entangling Capability of Parameterized Quantum Circuits for Hybrid Quantum‐Classical Algorithms

Advanced Quantum Technologies · 2019 · 797 citations · Full text

Computing, Computer Engineering, Computer Science +17

Training deep quantum neural networks

Kerstin Beer, Dmytro Bondarenko, Terry Farrelly et al. · Nature Communications · 2020 · 696 citations · Full text

Computing, Computer Science, Physics +13