39 citations · 64 across the 2 of their papers we have counts for
7 papers
Optimization of Software on High Performance Computing Platforms for the LUX-ZEPLIN Dark Matter Experiment
Venkitesh Ayyar, Wahid Bhimji, Maria Elena Monzani +3
High Energy Physics experiments like the LUX-ZEPLIN dark matter experiment face unique challenges when running their computation on High Performance Computing resources. In this pa…
The use of Convolutional Neural Networks for signal-background classification in Particle Physics experiments
Venkitesh Ayyar, Wahid Bhimji, Lisa Gerhardt +2
The success of Convolutional Neural Networks (CNNs) in image classification has prompted efforts to study their use for classifying image data obtained in Particle Physics experime…
Radiative contribution to the composite-Higgs potential in a two-representation lattice model
Venkitesh Ayyar, Maarten Golterman, Daniel C. Hackett +4
Working in a two-representation lattice gauge theory that is close to a composite Higgs model, we calculate the low-energy constant CLR which controls the contribution of the elect…
Partial compositeness and baryon matrix elements on the lattice
Venkitesh Ayyar, Thomas DeGrand, Daniel C. Hackett +4
Partial compositeness is a mechanism for the generation of fermion masses which replaces a direct Higgs coupling to the fermions by a linear mixing with heavy composite partners. W…
Finite-temperature phase structure of SU(4) gauge theory with multiple fermion representations
Venkitesh Ayyar, Thomas DeGrand, Daniel C. Hackett +4
We investigate the phase structure of SU(4) gauge theory with the gauge field simultaneously coupled to two flavors of fermion in the fundamental representation and two flavors of…
Automated lattice data generation
Venkitesh Ayyar, Daniel C. Hackett, William I. Jay +1
The process of generating ensembles of gauge configurations (and measuring various observables over them) can be tedious and error-prone when done "by hand". In practice, most of t…