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Carlos M. Ortiz Marrero

Data Scientist

Articles

Application of entropy and signal energy for ultrasound-based classification of three-dimensional printed polyetherketoneketone components

with Francesco Luzi, Michelle Fenn, Joseph Christ, Zachary Kennedy, Tamas Varga, Michael Hughes

The Journal of the Acoustical Society of America

[ Paper ]

Tracking the Chemical Evolution of Iodine Species Using Recurrent Neural Networks

with Jenna Bilbrey, Michel Sassi, Andrew Ritzmann, Neil Henson, Malachi Schram

ACS Omega

[ Paper ] [ Press Release ]

Robust Assessment of Real-World Adversarial Examples

with Brett Jefferson

CVPR 2020 Workshop on Adversarial Machine Learning in Computer Vision

[ Paper ] [ arXiv ] [ Talk (CVPR 2020) ] [ Slides (CVPR 2020) ]

Hypernetwork Science via High-Order Hypergraph Walks

with Sinan Aksoy, Cliff Joslyn, Brenda Praggastis, Emilie Purvine

EPJ Data Science

[ Paper, ] [ arXiv ]

Physics‐Informed Deep Neural Networks for Learning Parameters and Constitutive Relationships in Subsurface Flow Problems

with Alexandre Tartakovsky, Paris Perdikaris, Guzel Tartakovsky, David Barajas-Solano

Water Resources Research

[ Paper ] [ arXiv ] [ Slides (Indiana) ] [ Repo ]

On the Structure of Isometrically Embeddable Metric Spaces

with Katy Nowak and Steven Young

In Peer-Review

[ arXiv ]

Classification of Rank 5 Premodular Categories

with Paul Bruillard

Journal of Mathematical Physics

[ Paper ] [ arXiv ] [ Slides (JMM 2017) ]

Quantum Graph Homomorphisms via Operator Systems

with Vern Paulsen

Linear Algebra and its Applications

[ Paper ] [ arXiv ] [ Slides (Barcelona 2015) ] [ Slides (JMM 2016) ]

Lovász Theta Type Norms and Operator Systems

with Vern Paulsen

Linear Algebra and its Applications

[ Paper ] [ arXiv ] [ Slides (JMM 2015) ]

Projects

State Space Discovery and Data-Driven Modeling of Chemical Systems

with Michael Hughes, Francesco Luzi, Jenna Bilbrey

[ Website ]

Image Compression using Simulated Annealing

with A. Dutta, G. Kim, M. Lamoureux, M. Li, P. Ronagh, M. Sinha, C. Stiegler

[ Report ] [ Slides ]

Conferences

AMS Special Session on Topological Phases of Matter and Quantum Computation

with Paul Bruillard and Julia Plavnik

[ Website ] [ Volume ] [ Press Release ]