10 citations · 11 across the 3 of their papers we have counts for
5 papers
Probabilistic Time Series Forecasting with Implicit Quantile Networks
Adèle Gouttes, Kashif Rasul, Mateusz Koren +2
Here, we propose a general method for probabilistic time series forecasting. We combine an autoregressive recurrent neural network to model temporal dynamics with Implicit Quantile…
Extraction of bare Form Factors for Decays in non-perturbative HQET
Felix Bahr, Debasish Banerjee, Fabio Bernardoni +3
We discuss the extraction of the ground state matrix elements from Euclidean lattice correlation functions. The em…
The spectrum of 2+1 dimensional Yang-Mills theory on a twisted spatial torus
Margarita García Pérez, Antonio González-Arroyo, Mateusz Koren +1
We compute and analyse the low-lying spectrum of 2+1 dimensional Yang-Mills theory on a spatial torus of size with twisted boundary conditions. This paper exten…
Screening in two-dimensional gauge theories
Piotr Korcyl, Mateusz Koren
We analyze the problem of screening in 1+1 dimensional gauge theories. Using QED2 as a warm-up for the non-abelian models we show the mechanism of the string breaking, in particula…
Large-N reduction with adjoint Wilson fermions
Barak Bringoltz, Mateusz Koren, Stephen R. Sharpe
We analyze the large-N behavior of SU(N) lattice gauge theories with adjoint fermions by studying volume-reduced models, as pioneered by Eguchi and Kawai. We perform simulations on…