| Physics‐informed deep neural networks for learning parameters and constitutive relationships in subsurface flow problems AM Tartakovsky, CO Marrero, P Perdikaris, GD Tartakovsky, ... Water Resources Research 56 (5), e2019WR026731, 2020 | 475* | 2020 |
| Entanglement-induced barren plateaus C Ortiz Marrero, M Kieferová, N Wiebe PRX Quantum 2 (4), 040316, 2021 | 350 | 2021 |
| Hypernetwork science via high-order hypergraph walks SG Aksoy, C Joslyn, CO Marrero, B Praggastis, E Purvine EPJ Data Science 9 (1), 16, 2020 | 132 | 2020 |
| A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits M Ragone, BN Bakalov, F Sauvage, AF Kemper, C Ortiz Marrero, ... Nature Communications 15 (1), 7172, 2024 | 107* | 2024 |
| Quantum graph homomorphisms via operator systems CM Ortiz, VI Paulsen Linear Algebra and its Applications 497, 23-43, 2016 | 43 | 2016 |
| Quantum Generative Training Using R\'enyi Divergences M Kieferova, OM Carlos, N Wiebe arXiv preprint arXiv:2106.09567, 2021 | 40 | 2021 |
| Lovász theta type norms and operator systems CM Ortiz, VI Paulsen Linear Algebra and its Applications 477, 128-147, 2015 | 27 | 2015 |
| Classification of rank 5 premodular categories P Bruillard, CM Ortiz-Marrero Journal of Mathematical Physics 59 (1), 2018 | 20 | 2018 |
| Evaluating generative networks using Gaussian mixtures of image features L Luzi, CO Marrero, N Wynar, RG Baraniuk, MJ Henry Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 14 | 2023 |
| The SVD of convolutional weights: a CNN interpretability framework B Praggastis, D Brown, CO Marrero, E Purvine, M Shapiro, B Wang arXiv preprint arXiv:2208.06894, 2022 | 12 | 2022 |
| Generating approximate ground states of molecules using quantum machine learning J Ceroni, TF Stetina, M Kieferova, CO Marrero, JM Arrazola, N Wiebe arXiv preprint arXiv:2210.05489, 2022 | 10 | 2022 |
| Modeling atmospheric data and identifying dynamics Temporal data-driven modeling of air pollutants J Rubio-Herrero, CO Marrero, WTL Fan Journal of Cleaner Production 333, 129863, 2022 | 8 | 2022 |
| Tracking the chemical evolution of iodine species using recurrent neural networks JA Bilbrey, CO Marrero, M Sassi, AM Ritzmann, NJ Henson, M Schram ACS omega 5 (9), 4588-4594, 2020 | 6 | 2020 |
| Robust assessment of real-world adversarial examples B Jefferson, CO Marrero Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 6* | 2020 |
| Seven open problems in applied combinatorics SG Aksoy, R Bennink, Y Chen, J Frías, YR Gel, B Kay, U Naumann, ... arXiv preprint arXiv:2303.11464, 2023 | 2 | 2023 |
| Variational Methods for Computing Non-Local Quantum Strategies J Furches, N Wiebe, CO Marrero arXiv preprint arXiv:2311.01363, 2023 | 1 | 2023 |
| On the structure of isometrically embeddable metric spaces K Nowak, CO Marrero, SJ Young arXiv preprint arXiv:1808.10509, 2018 | 1 | 2018 |
| Adaptive Quantum Generative Training using an Unbounded Loss Function K Sherbert, J Furches, K Shirali, SE Economou, CO Marrero arXiv preprint arXiv:2408.00218, 2024 | | 2024 |
| Demonstration of a Quantum Graph Coloring Game on a Trapped Ion Quantum Computer A Than, J Furches, N Wiebe, C Marrero, N Linke Bulletin of the American Physical Society, 2024 | | 2024 |
| Quantum Neural Networks: Issues, Training, and Applications CM Ortiz Marrero, N Wiebe, JC Furches, MJ Ragone Pacific Northwest National Laboratory (PNNL), Richland, WA (United States), 2023 | | 2023 |
