Michael J. Catanzaro

Michael J. Catanzaro

Iowa State University

H-index: 7

North America-United States

About Michael J. Catanzaro

Michael J. Catanzaro, With an exceptional h-index of 7 and a recent h-index of 6 (since 2020), a distinguished researcher at Iowa State University, specializes in the field of Machine Learning, Data Science, Topological Data Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Topological Parallax: A Geometric Specification for Deep Perception Models

Topological Data Analysis Captures Task-Driven fMRI Profiles in Individual Participants: A Classification Pipeline Based on Persistence

Combinatorial Exploration of Morse–Smale Functions on the Sphere via Interactive Visualization

Harmonic representatives in homology over arbitrary fields

Persistence landscapes of affine fractals

Fluctuations of cycles in a finite CW complex

Probability measures on graph trajectories

CALCULATING THE PERSISTENCE LANDSCAPE OF CANTOR SETS GENERATED BY ITERATED FUNCTION SYSTEMS

Michael J. Catanzaro Information

University

Position

Assistant Professor of Mathematics

Citations(all)

161

Citations(since 2020)

108

Cited By

92

hIndex(all)

7

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

5

Email

University Profile Page

Iowa State University

Google Scholar

View Google Scholar Profile

Michael J. Catanzaro Skills & Research Interests

Machine Learning

Data Science

Topological Data Analysis

Top articles of Michael J. Catanzaro

Title

Journal

Author(s)

Publication Date

Topological Parallax: A Geometric Specification for Deep Perception Models

Advances in Neural Information Processing Systems

Abraham Smith

Michael Catanzaro

Gabrielle Angeloro

Nirav Patel

Paul Bendich

2024/2/13

Topological Data Analysis Captures Task-Driven fMRI Profiles in Individual Participants: A Classification Pipeline Based on Persistence

Neuroinformatics

Michael J Catanzaro

Sam Rizzo

John Kopchick

Asadur Chowdury

David R Rosenberg

...

2024/1

Combinatorial Exploration of Morse–Smale Functions on the Sphere via Interactive Visualization

Youjia Zhou

Jānis Lazovskis

Michael J Catanzaro

Matthew Zabka

Bei Wang

2023/10/22

Harmonic representatives in homology over arbitrary fields

Journal of Applied and Computational Topology

Michael J Catanzaro

Brantley Vose

2023/9

Persistence landscapes of affine fractals

Demonstratio Mathematica

Michael J Catanzaro

Lee Przybylski

Eric S Weber

2022/5/27

Fluctuations of cycles in a finite CW complex

Israel Journal of Mathematics

Michael J Catanzaro

Vladimir Y Chernyak

John R Klein

2022/5

Probability measures on graph trajectories

arXiv preprint arXiv:2104.13566

Michael J Catanzaro

Vladimir Y Chernyak

John R Klein

2021/4/28

CALCULATING THE PERSISTENCE LANDSCAPE OF CANTOR SETS GENERATED BY ITERATED FUNCTION SYSTEMS

Persistence homology with applications in analysis and data science

Michael Catanzaro

Lee Przybylski

Eric Weber

2021

A model for random chain complexes

Abhandlungen aus dem Mathematischen Seminar der Universität Hamburg

Michael J Catanzaro

Matthew J Zabka

2021/10

Correction to: A higher Boltzmann distribution

Journal of Applied and Computational Topology

Michael J Catanzaro

Vladimir Y Chernyak

John R Klein

2021/9

From mathematics to medicine: A practical primer on topological data analysis (TDA) and the development of related analytic tools for the functional discovery of latent …

PloS one

Andrew Salch

Adam Regalski

Hassan Abdallah

Raviteja Suryadevara

Michael J Catanzaro

...

2021/8/12

Multiparameter persistent homology via generalized Morse theory

arXiv preprint arXiv:2107.08856

Peter Bubenik

Michael J Catanzaro

2021/7/19

Hypercurrents

arXiv preprint arXiv:2010.06783

Michael J Catanzaro

Vladimir Y Chernyak

John R Klein

2020/10/14

Moduli spaces of Morse functions for persistence

Journal of Applied and Computational Topology

Michael J Catanzaro

Justin M Curry

Brittany Terese Fasy

Jānis Lazovskis

Greg Malen

...

2020/9

See List of Professors in Michael J. Catanzaro University(Iowa State University)