Marco Cavaglia

Professor

Missouri University of Science and Technology

United States

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Articles (11)

Year:

2024

Year:

2024

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2020

Year:

2020

Year:

2020

Year:

2020

Collaborators (5)

Joël Karel

University of Maastricht

NETHERLANDS

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Michael Coughlin

Assistant Professor of Physics

University of Minnesota

UNITED STATES

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Miquel Miravet

University of Southampton

UNITED KINGDOM

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Kurt Driessens

University of Maastricht

NETHERLANDS

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Melissa Lopez Portilla

Utrecht University

NETHERLANDS

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Marco Cavaglia

Research Interests

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Articles (11)

Bayesian real-time classification of multi-messenger electromagnetic and gravitational-wave observations

Detection of anomalies amongst LIGO’s glitch populations with autoencoders

Characterization of gravitational-wave detector noise with fractals

Using supervised learning algorithms as a follow-up method in the search of gravitational waves from core-collapse supernovae

Detecting and reconstructing gravitational waves from the next galactic core-collapse supernova in the advanced detector era

NNETFIX: an artificial neural network-based denoising engine for gravitational-wave signals

A needle in (many) haystacks: Using the false alarm rate to sift gravitational waves from noise

Enhancing gravitational-wave science with machine learning

Modeling spurious forces on the LISA spacecraft across a full solar cycle

Two-Dimensional Correlation Function of Binary Black Hole Coalescences

Improving the background of gravitational-wave searches for core collapse supernovae: a machine learning approach

Collaborators (5)

Joël Karel

Michael Coughlin

Miquel Miravet

Kurt Driessens

Melissa Lopez Portilla

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