output
20172025
most citedA performance characterization of quantum generative models

28 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

6 papers

cs.LG2025

TabularQGAN: A quantum generative model for tabular data synthesis

Pallavi Bhardwaj, Caitlin Jones, Lasse Dierich +1

In this paper, we introduce a novel quantum generative model for synthesizing tabular data. Synthetic data is valuable in scenarios where real-world data is scarce or private, as i…

cond-mat.soft2024

Ion Selectivity in Uncharged Tapered Nanoslits through Heterogeneous Water Polarization

Tim Veenstra, Gerardo Campos-Villalobos, Giuliana Giunta +2

We employ molecular dynamics simulations to investigate ion and water transport driven by an electric field through quasi-two-dimensional nanoslits with a tapered geometry. Despite…

quant-ph2024★ 11 cited

Digitized Counterdiabatic Quantum Algorithms for Logistics Scheduling

Archismita Dalal, Iraitz Montalban, Narendra N. Hegade +7

We study a job shop scheduling problem for an automatized robot in a high-throughput laboratory and a travelling salesperson problem with recently proposed digitized counterdiabati…

quant-ph2023★ 28 cited

A performance characterization of quantum generative models

Carlos A. Riofrío, Oliver Mitevski, Caitlin Jones +6

Quantum generative modeling is a growing area of interest for industry-relevant applications. With the field still in its infancy, there are many competing techniques. This work is…

cond-mat.mtrl-sci2021★ 20 cited

Influence of N,N,N-trimethyl-1-adamantyl ammonium (TMAda+) Structure Directing Agent on Al Pair Distributions and Features in Chabazite Zeolite

Xiaoyu Wang, Yujia Wang, Ahmad Moini +3

While organic structure directing agents (OSDAs) are well known to have a directional influence on the topology of a crystallizing zeolite, the relationship between OSDA charge and…

stat.ME2017★ 15 cited

Outlyingness: why do outliers lie out?

Michiel Debruyne, Sebastiaan Höppner, Sven Serneels +1

Outlier detection is an inevitable step to most statistical data analyses. However, the mere detection of an outlying case does not always answer all scientific questions associate…