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Lucas Friedrich
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 10
Top Topics
Neural Network
Cost Function
Mesh Refinement
Top Venues
CoRR
J. Sci. Comput.
Quantum Inf. Process.
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Publications
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Lucas Friedrich
,
Jonas Maziero
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration.
CoRR
(2024)
Lucas Friedrich
,
Jonas Maziero
Evolution strategies: application in hybrid quantum-classical neural networks.
Quantum Inf. Process.
22 (3) (2023)
Lucas Friedrich
,
Jonas Maziero
The quantum cost function concentration dependency on the parametrization expressivity.
CoRR
(2023)
Lucas Friedrich
,
Jonas Maziero
Natural evolutionary strategies applied to quantum-classical hybrid neural networks.
CoRR
(2022)
Lucas Friedrich
,
Jonas Maziero
Restricting to the chip architecture maintains the quantum neural network accuracy, if the parameterization is a 2-design.
CoRR
(2022)
Lucas Friedrich
,
Jonas Maziero
Avoiding Barren Plateaus with Classical Deep Neural Networks.
CoRR
(2022)
Lucas Friedrich
,
Gero Schnücke
,
Andrew R. Winters
,
David C. Del Rey Fernández
,
Gregor J. Gassner
,
Mark H. Carpenter
Entropy Stable Space-Time Discontinuous Galerkin Schemes with Summation-by-Parts Property for Hyperbolic Conservation Laws.
J. Sci. Comput.
80 (1) (2019)
David C. Del Rey Fernández
,
Mark H. Carpenter
,
Lisandro Dalcín
,
Lucas Friedrich
,
Andrew R. Winters
,
Gregor J. Gassner
,
Matteo Parsani
Entropy Stable p-Nonconforming Discretizations with the Summation-by-Parts Property for the Compressible Navier-Stokes Equations.
CoRR
(2019)
Lucas Friedrich
,
Andrew R. Winters
,
David C. Del Rey Fernández
,
Gregor J. Gassner
,
Matteo Parsani
,
Mark H. Carpenter
An Entropy Stable h / p Non-Conforming Discontinuous Galerkin Method with the Summation-by-Parts Property.
J. Sci. Comput.
77 (2) (2018)
Lucas Friedrich
,
David C. Del Rey Fernández
,
Andrew R. Winters
,
Gregor J. Gassner
,
David W. Zingg
,
Jason E. Hicken
Conservative and Stable Degree Preserving SBP Operators for Non-conforming Meshes.
J. Sci. Comput.
75 (2) (2018)