activity
20212026
most citedReconstructing partonic kinematics at colliders with Machine Learning

8 citations · 18 across the 8 of their papers we have counts for

collaborators

13 papers

hep-ph2026

Analytic parametrisations of the scale dependence of proton parton distributions

David F. Rentería-Estrada

Parton distribution functions (PDFs) are non-perturbative inputs whose scale dependence is governed by the Dokshitzer-Gribov-Lipatov-Altarelli-Parisi (DGLAP) equations. Their numer…

hep-ph2026

Quantum Fourier integration of decay rates at next-to-leading order

David F. Rentería-Estrada

We discuss the use of quantum neural networks (QNNs) as a tool for integrating decay rates at next-to-leading order (NLO) in perturbation theory. Data-encoding quantum circuits adm…

hep-ph2026

A quantum representation of fragmentation functions through variational quantum circuits

David F. Rentería-Estrada, Roger J. Hernández-Pinto, Germán Rodrigo +2

We present a variational quantum-circuit model for fragmentation functions (FFs). Isospin and charge-conjugation symmetries are imposed to construct an independent six-flavor basis…

hep-ph2026

Understanding IR singularities in the Loop-Tree Duality

Germán Rodrigo, Leandro Cieri, Prasanna K. Dhani +11

One of the main advantages of the Loop-Tree Duality representation of scattering amplitudes is that it makes the origin of infrared and threshold singularities particularly transpa…

quant-ph2024★ 4 cited

Quantum integration of decay rates at second order in perturbation theory

Jorge J. Martínez de Lejarza, David F. Rentería-Estrada, Michele Grossi +1

We present the first quantum computation of a total decay rate in high-energy physics at second order in perturbative quantum field theory. This work underscores the confluence of…

hep-ph2024

Using analytic models to describe effective PDFs

Salvador A. Ochoa-Oregon, David F. Rentería-Estrada, Roger J. Hernández-Pinto +2

Parton distribution functions play a pivotal role in hadron collider phenomenology. They are non-perturbative quantities extracted from fits to available data, and their scale depe…

hep-ph2024★ 3 cited

Vacuum amplitudes and time-like causal unitary in the loop-tree duality

The LTD Collaboration, Selomit Ramírez-Uribe, Andrés E. Rentería-Olivo +8

We present the first proof-of-concept application to decay processes at higher perturbative orders of LTD causal unitary, a novel methodology that exploits the causal properties of…

hep-ph2023

Using photon-hadron production to impose restrictions on heavy-hadrons fragmentation functions

German F. R. Sborlini, Roger Hernández-Pinto, Salvador Ochoa-Oregon +1

Fragmentation Functions (FF) are universal non-perturbative objects that model hadronization in some general kind of processes. They are mainly extracted from experimental data, he…

hep-ph2023★ 3 cited

Constraining fragmentation functions through hadron-photon production at higher-orders

Salvador A. Ochoa-Oregon, David F. Rentería-Estrada, Roger J. Hernández-Pinto +1

In certain situations, such as one-particle inclusive processes, it is possible to model the hadronization through Fragmentation Functions (FFs), which are universal non-perturbati…

hep-ph2022

Reconstructing parton collisions with machine learning techniques

German F. R. Sborlini, David F. Rentería-Estrada, Roger J. Hernández-Pinto +1

Having access to the parton-level kinematics is important for understanding the internal dynamics of particle collisions. Here, we present new results aiming to an efficient recons…

hep-ph2021★ 8 cited

Reconstructing partonic kinematics at colliders with Machine Learning

David F. Rentería-Estrada, Roger J. Hernández-Pinto, German F. R. Sborlini +1

In the context of high-energy physics, a reliable description of the parton-level kinematics plays a crucial role for understanding the internal structure of hadrons and improving…

hep-ph2021

Elucidating the internal structure of hadrons through direct photon production

David F. Rentería-Estrada, Roger J. Hernández-Pinto, German F. R. Sborlini

The accurate description of the internal structure of hadrons is a very challenging task. In order to compare the predictions with the highly-accurate experimental data, it is nece…

hep-ph2021

Analysis of the internal structure of hadrons using direct photon production

David F. Rentería-Estrada, Roger J. Hernández-Pinto, German F. R. Sborlini

Achieving a precise description of the internal structure of hadrons is a hard task, since there are several bottlenecks to obtain theoretical predictions starting from first princ…