Andrew L. Miller
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  • All Publications
  • All Publications
    • BinaryGFH-v2: Improved method to search for gravitational waves from sub-solar-mass, ultra-compact binaries using the Generalized Frequency-Hough Transform
    • Methods for Detecting Gravitational Waves from mini-Extreme-Mass-Ratio Inspirals I: Statistics Based on Time-Frequency Signal Tracks
    • Methods for Detecting Gravitational Waves from mini-Extreme-Mass-Ratio Inspirals II: A Spectral-Leakage-Aware Framework
    • Search for planetary-mass ultra-compact binaries using data from the first part of the LIGO--Virgo--KAGRA fourth observing run
    • Direct multi-model dark-matter search with gravitational-wave interferometers using data from the first part of the fourth LIGO-Virgo-KAGRA observing run
    • Directed searches for gravitational waves from ultralight vector boson clouds around merger remnant and galactic black holes during the first part of the fourth LIGO-Virgo-KAGRA observing run
    • Gravitational waves from sub-solar mass primordial black holes
    • Pattern-recognition techniques to search for gravitational waves from inspiraling, dark-dressed primordial black holes
    • The Science of the Einstein Telescope
    • Methodology for constraining ultralight vector bosons with gravitational wave searches targeting merger remnant black holes
    • Prospects for detecting asteroid-mass primordial black holes in extreme-mass-ratio inspirals with continuous gravitational waves
    • Searching for continuous gravitational waves from highly deformed compact objects with DECIGO
    • Characterizing Gravitational Wave Detector Networks: From A$^\sharp$ to Cosmic Explorer
    • Method to search for inspiraling planetary-mass ultra-compact binaries using the generalized frequency-Hough transform in LIGO O3a data
    • Gravitational Wave Constraints on Planetary-Mass Primordial Black Holes Using LIGO O3a Data
    • Continuous gravitational waves: A new window to look for heavy nonannihilating dark matter
    • Gravitational Wave Constraints on Planetary-Mass Primordial Black Holes Using LIGO O3a Data
    • Dark Matter and its Effect on Gravitational Wave Signals
    • Enabling multimessenger astronomy with continuous gravitational waves: Early warning and sky localization of binary neutron stars in the Einstein Telescope
    • Detection of anomalies amongst LIGO's glitch populations with autoencoders
    • Enabling multimessenger astronomy with continuous gravitational waves: Early warning and sky localization of binary neutron stars in the Einstein Telescope
    • Ultralight vector dark matter search using data from the KAGRA O3GK run
    • Probing the Pulsar Explanation of the Galactic-Center GeV Excess Using Continuous Gravitational-Wave Searches
    • Probing the Pulsar Explanation of the Galactic-Center GeV Excess Using Continuous Gravitational-Wave Searches
    • Science with the Einstein Telescope: a comparison of different designs
    • Cosmic Explorer: A Submission to the NSF MPSAC ngGW Subcommittee
    • Recent results from continuous gravitational wave searches using data from LIGO, Virgo, and KAGRA's third observing run
    • First search for ultralight dark matter with a space-based gravitational-wave antenna: LISA Pathfinder
    • Probing ensemble properties of vortex-avalanche pulsar glitches with a stochastic gravitational-wave background search
    • Measuring neutron star distances and properties with gravitational-wave parallax
    • Detection of early-universe gravitational-wave signatures and fundamental physics
    • Report of the Topical Group on Cosmic Probes of Fundamental Physics for for Snowmass 2021
    • Assessing the impact of non-Gaussian noise on convolutional neural networks that search for continuous gravitational waves
    • All-sky search for gravitational wave emission from scalar boson clouds around spinning black holes in LIGO O3 data
    • Distinguishing between dark-matter interactions with gravitational-wave detectors
    • Searching for Mini Extreme Mass Ratio Inspirals with Gravitational-Wave Detectors
    • Stochastic gravitational-wave background searches and constraints on neutron-star ellipticity
    • Snowmass2021 Cosmic Frontier White Paper: Probing dark matter with small-scale astrophysical observations
    • All-sky search for continuous gravitational waves from isolated neutron stars using Advanced LIGO and Advanced Virgo O3 data
    • Constraints on dark photon dark matter using data from LIGOs and Virgo's third observing run
    • Constraints on planetary and asteroid-mass primordial black holes from continuous gravitational-wave searches
    • Quantum gravity phenomenology at the dawn of the multi-messenger era: A review
    • Search for gravitational waves from Scorpius X-1 with a hidden Markov model in O3 LIGO data
    • First search for ultralight dark matter with a space-based gravitational-wave antenna: LISA Pathfinder
    • Probing new light gauge bosons with gravitational-wave interferometers using an adapted semicoherent method
    • Continuous Gravitational-Wave Data Analysis with General Purpose Computing on Graphic Processing Units
    • Diving below the Spin-down Limit: Constraints on Gravitational Waves from the Energetic Young Pulsar PSR J0537-6910
    • Probing new light gauge bosons with gravitational-wave interferometers using an adapted semi-coherent method
    • Probing planetary-mass primordial black holes with continuous gravitational waves
    • Search for anisotropic gravitational-wave backgrounds using data from Advanced LIGO and Advanced Virgo's first three observing runs
    • Snowmass2021-Letter of Interest Search for gravitational waves from ultralight boson clouds around black holes
    • Using gravitational-wave interferometers as particle detectors to directly probe the existence of dark matter
    • A Doppler-modulation based veto to discard false continuous gravitational-wave candidates
    • A Machine Learning Based Source Property Inference for Compact Binary Mergers
    • Bayesian inference for compact binary coalescences with bilby: validation and application to the first LIGO-Virgo gravitational-wave transient catalogue
    • Directed search for continuous gravitational-wave signals from the Galactic Center in the Advanced LIGO second observing run
    • Gravitational-wave Constraints on the Equatorial Ellipticity of Millisecond Pulsars
    • A new data analysis framework for the search of continuous gravitational wave signals
    • A resampling algorithm to detect continuous gravitational-wave signals from neutron stars in binary systems
    • Direct constraints on ultra-light boson mass from searches for continuous gravitational waves
    • How effective is machine learning to detect long transient gravitational waves from neutron stars in a real search?
    • Matched-filter study and energy budget suggest no detectable gravitational-wave 'extended emission' from GW170817
    • Search for gravitational waves from a long-lived remnant of the binary neutron star merger GW170817
    • Sensitivity study using machine learning algorithms on simulated r-mode gravitational wave signals from newborn neutron stars
    • Using machine learning and the Hough Transform to search for gravitational waves due to r-mode emission by isolated neutron stars
    • Method to search for long duration gravitational wave transients from isolated neutron stars using the generalized frequency-Hough transform
    • Phase decomposition of the template metric for continuous gravitational-wave searches
    • Semicoherent analysis method to search for continuous gravitational waves emitted by ultralight boson clouds around spinning black holes
    • An improved algorithm for narrow-band searches of continuous gravitational waves
    • Comparison of methods for the detection of gravitational waves from unknown neutron stars
    • How beaming of gravitational waves compares to the beaming of electromagnetic waves: impacts to gravitational wave detection
    • Mesoscopic surface roughness of ice crystals pervasive across a wide range of ice crystal conditions.
  • Tutorials
    • Machine Learning Tutorial on Classifying Gravitational-Wave Signals
    • Machine Learning Tutorial on Parameter Estimation of Gravitational-Wave Signals
    • Tutorial on the frequency-Hough transform to search for continuous gravitational waves
    • Tutorial on the generalized frequency-Hough transform to search for gravitational waves from inspiraling binary systems
  • Projects
    • Constraining the millisecond pulsar hypothesis of the GeV excess using continuous gravitational waves
    • Detecting gravitational waves from sub-solar mass primordial black holes
    • Detector glitch classification with machine learning
    • Directly detecting particle dark matter with LIGO, Virgo and KAGRA
    • Machine learning to detect continuous gravitational waves
    • Multi-messenger astronomy with continuous gravitational waves
  • Projects
  • Recent Talks
    • Long-lived sources of gravitational waves (mini) extreme mass ratio inspirals, inspiraling primordial black holes and neutron stars
    • Probing neutron stars and dark matter with continuous gravitational waves
  • Experience
  • Teaching
    • Learn JavaScript
    • Learn Python
  • Repositories

Pattern-recognition techniques to search for gravitational waves from inspiraling, dark-dressed primordial black holes

May 1, 2025·
Charchit Kumar Sethi
Andrew L. Miller
Andrew L. Miller
,
Sarah Caudill
· 0 min read
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Publication
59th Rencontres de Moriond on Gravitation
Last updated on May 1, 2025
Andrew L. Miller
Authors
Andrew L. Miller
Associate Professor
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