Carlos M Ortiz Marrero

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Nathan WiebeUniversity of TorontoVerified email at uw.edu
Mária KieferováUniversity of Technology Sydney/ Google ResearchVerified email at uwaterloo.ca
Michael RagoneMorrey Visiting Assistant Professor, UC BerkeleyVerified email at berkeley.edu
Sinan G AksoyPacific Northwest National LaboratoryVerified email at ucsd.edu
Marco CerezoStaff Scientist, Los Alamos National LaboratoryVerified email at lanl.gov
Bojko BakalovProfessor of Mathematics, North Carolina State UniversityVerified email at ncsu.edu
Alexander F. KemperNorth Carolina State UniversityVerified email at ncsu.edu
Vern PaulsenDepartment of Pure Mathematics, Institute for Quantum Computing, University of WaterlooVerified email at uwaterloo.ca
Lorenzo LuziRice UniversityVerified email at rice.edu
Paul BruillardResearch Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Jenna (Bilbrey) PopePacific Northwest National LaboratoryVerified email at pnnl.gov
Brett A. JeffersonPacific Northwest National LaboratoryVerified email at pnnl.gov
Davis BrownUniversity of PennsylvaniaVerified email at seas.upenn.edu
Jim FurchesPacific Northwest National LaboratoryVerified email at pnnl.gov
Torin F. StetinaSenior Scientist, Xanadu Quantum TechnologiesVerified email at xanadu.ai
Jack CeroniUndergraduate Student, University of TorontoVerified email at mail.utoronto.ca
Stephen J YoungPacific Northwest National LaboratoryVerified email at pnnl.gov
Wai-Tong (Louis) FanIndiana UniversityVerified email at iu.edu
Javier Rubio-Herrero, PhDUniversity of North TexasVerified email at unt.edu
Neil HensonPacific Northwest National LaboratoryVerified email at pnnl.gov

Carlos M Ortiz Marrero

Pacific Northwest National Laboratory, North Carolina State University

Verified email at pnnl.gov - Homepage

Machine Learning Quantum Computing


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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	508*	2020
Entanglement-induced barren plateaus C Ortiz Marrero, M Kieferová, N Wiebe PRX Quantum 2 (4), 040316, 2021	367	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	142	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	128*	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	42	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	14	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	11	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
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	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 2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 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

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