Lucas Friedrich

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Top Venues

J. Sci. Comput.

Quantum Inf. Process.

Publications

Lucas Friedrich, Jonas Maziero
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration. CoRR (2024)
Lucas Friedrich, Jonas Maziero
Restricting to the chip architecture maintains the quantum neural network accuracy. Quantum Inf. Process. 23 (4) (2024)
Lucas Friedrich, Tiago de Souza Farias, Jonas Maziero
Barren plateaus induced by the dimension of qudits. 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)