7 citations · 8 across the 2 of their papers we have counts for
5 papers
Why adiabatic quantum annealing is unlikely to yield speed-up
Aarón Villanueva, Peyman Najafi, Hilbert J. Kappen
We study quantum annealing for combinatorial optimization with Hamiltonian where is diagonal, is the equal superposition state p…
Gravitational wave surrogates through automated machine learning
Damián Barsotti, Franco Cerino, Manuel Tiglio +1
We analyze a prospect for predicting gravitational waveforms from compact binaries based on automated machine learning (AutoML) from around a hundred different possible regression…
Arby Fast data-driven surrogates
Aarón Villanueva, Martin Beroiz, Juan Cabral +2
The availability of fast to evaluate and reliable predictive models is highly relevant in multi-query scenarios where evaluating some quantities in real, or near-real-time becomes…
Reduced Order and Surrogate Models for Gravitational Waves
Manuel Tiglio, Aarón Villanueva
We present an introduction to some of the state of the art in reduced order and surrogate modeling in gravitational wave (GW) science. Approaches that we cover include Principal Co…
On the stability and accuracy of the Empirical Interpolation Method and Gravitational Wave Surrogates
Manuel Tiglio, Aarón Villanueva
The combination of the Reduced Basis and the Empirical Interpolation Method (EIM) approaches have produced outstanding results in many disciplines. In particular, in gravitational…