Winderl, David; Huang, Qunsheng; van der Griend, Arianne; Yeung, Richie
Architecture-Aware Synthesis of Stabilizer Circuits from Clifford Tableaus
Quantum Information Processing 2024
QIP
2024

Huang, Qunsheng; Winderl, David; van der Griend, Arianne; Yeung, Richie
Redefining Lexicographical Ordering: Optimizing Pauli String Decompositions for Quantum Compiling
2024 IEEE International Conference on Quantum Computing and Engineering
IEEE
2024

Michael Bader, Anshu Dubey, Bethany Lusch
Proceedings of the 2024 SIAM Conference on Parallel Processing for Scientific Computing (PP)
SIAM
2024

Benjamin Rodenberg
Verification and debugging of partitioned multiphysics simulation with preCICE and open-source solvers
5th International Conference on Computational Engineering
2024

Bolager, Erik Lien;Cukarska, Ana;Burak, Iryna;Monfared, Zahra;Dietrich, Felix
Gradient-free training of recurrent neural networks
TBA
2024

Datar, Chinmay;Kapoor, Taniya;Chandra, Abhishek;Sun, Qing;Burak, Iryna;Bolager, Erik Lien;Veselovska, Anna;Fornasier, Massimo;Dietrich, Felix
Solving partial differential equations with sampled neural networks
tba
2024

Atamert Rahma; Chinmay Datar; Felix Dietrich
Training Hamiltonian neural networks without backpropagation
NeurIPS 2024 Workshop on Machine Learning and the Physical Sciences
2024

Kislaya Ravi; Vladyslav Fediukov; Felix Dietrich; Tobias Neckel; Fabian Buse; Michael Bergmann; Hans-Joachim Bungartz
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
Machine Learning: Science and Technology
2024
5
4
Oct
045015

Vladyslav Fediukov; Felix Dietrich; Fabian Buse; Jana Huhne
Uncertainty Quantification For Wheeled Locomotion Machine Learning Predictions On Soft Soil
Proceedings of the 21st International and 12th Asia-Pacific Regional Conference of the ISTVS
International Society for Terrain-Vehicle Systems
2024

Tom Bertalan; Felix Dietrich; Ioannis G. Kevrekidis
Transformations establishing equivalence across neural networks: When have two networks learned the same task?
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024
34
7
Jun