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Detecting the early inspiral of a gravitational-wave signal with convolutional neural networks

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Grégory Baltus
Justin Janquart
Melissa Lopez
Amit Reza
Jean-René Cudell
Sarah Caudill

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Publication

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VIR-0026A-21

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10:34, Monday, 18 January, 2021

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baltus

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https://tds.virgo-gw.eu/ql/?c=16274

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- Magnetic coupling to the Advanced Virgo payloads and its impact on the low frequency sensitivity (VIR-0295A-18)
- Maximum Entropy Spectral Analysis: a case study (VIR-0494A-21)
- Maximum mass of compact stars from gravitational wave events with finite-temperature equations of state (VIR-1049A-21)
- Maximum mass of compact stars from gravitational wave events with finite-temperature equations of state (VIR-0027A-21)
- Meta-Material Enhanced Spatial Mode Decomposition (VIR-1015A-21)
- Meta-modelling of the nucleonic Equation of State (VIR-0160A-21)
- Minimally-modeled search of higher multipole gravitational-wave radiation in compact binary coalescences (VIR-0781B-21)
- Minutes of the transient F2F meeting, January 22nd 2018 (VIR-0078A-18)
- Modeling gravitational waves from exotic compact objects (VIR-0996B-20)
- Modelling dense matter at finite temperature in compact stars (VIR-0628A-21)
- Modelling inhomogeneous matter at finite temperature in compact stars (VIR-1041A-21)
- Models of binary neutron star remnants with tabulated equations of state (VIR-0359B-21)
- Models of relativistic stars as neutron star merger remnants (VIR-0450B-21)
- Models of relativistic stars as neutron star merger remnants (VIR-0451A-21)
- Multi-messenger Bayesian analysis of binary neutron star mergers and constraints on the equation of state (VIR-0788A-21)
- Multi-messenger Observations of a Binary Neutron Star Merger (VIR-0594A-20)
- Multi-messenger Observations of a Binary Neutron Star Merger (for Frontier Research in Astrophysics - III (FRAPWS2018) proceedings) (VIR-0978B-19)
- Multi-messenger Observations of a Binary Neutron Star Merger (VIR-0593B-20)
- Multi-messenger Observations of a Binary Neutron Star Merger (VIR-0802A-17)
- Multi-messenger astronomy with gravitational waves and high-energy neutrinos (VIR-0717A-11)
- Multiband Gravitational Wave Parameter Estimation: A Study of Future Detectors (VIR-1204B-19)
- Neural networks for gravitational-wave trigger selection in single-detector periods (VIR-0913C-21)
- Neutron-star crusts at finite temperature (VIR-0668A-21)
- Neutron-star crusts at finite temperature in a multi-component approach (VIR-0162A-21)
- New Burst/CBC chairs candidates presentations (VIR-0840A-20)
- New tests of general relativity during the propagation of gravitational waves (VIR-0930A-20)
- Next generation of TEOBResumS for non-circular systems (VIR-0803B-21)
- Nonlinear dynamics of oscillating neutron stars in scalar-tensor gravity (VIR-0757A-21)
- O1 and O2 single Interferometer triggers in association with Fermi-GBM events (VIR-0032A-19)
- O1 overview and schedule LV-EM Forum Telecon (Thursday, May 12, 2016) (VIR-0237A-16)
- O3 CBC status update (VIR-0935A-20)
- O3a/O3b CBC update (VIR-0135A-20)
- O3b data mitigation updates at the Virgo Detchar meeting (VIR-0740A-20)
- Observation of Gravitational Waves from a Binary Black Hole Merger (VIR-0015E-16)
- Observation of gravitational waves from a binary neutron-star merger with LIGO and Virgo detectors. Presentation at: Clues on GRB origin from chemical evolution models Sexten Center for Astrophysics 2018/01/29-2018/02/02 (VIR-0076A-18)
- Observation of gravitational waves from a binary neutron-star merger with LIGO and Virgo detectors. Summary: Presentation of the results associated to GW170817, limiting to the gravitational wave side. This is within the ASI (Italian Space Agency) workshop "Onde gravitazionali, fotoni e neutrini: l’inizio di una nuova Astronomia multi-messaggero dallo spazio e dalla Terra", December 4th 2017. Agenda at: http://www.asi.it/it/eventi/workshop/workshop-onde-gravitazionali-asi-4-dicembre.. WARNING: due to file size limit I upload a pdf , thus no animations and videos (nio new material..these are taken from our outreach pages..). ====>NOTE: I have added the comments received by P&P (a few references to papers to be added in the plots. And the "for LV collaboration") (VIR-0910A-17)
- Observational Black Hole Spectroscopy: A time-domain multimode analysis of GW150914 (VIR-0095A-19)
- Observational Black Hole Spectroscopy: A time-domain multimode analysis of GW150914 (Paper) (VIR-0111A-19)
- Observational Black Hole spectroscopy: A time domain analysis of black hole ringdown (Amaldi13-GR22) (VIR-0746A-19)
- Observational black hole spectroscopy: A time domain analysis of black hole ringdown (Amaldi13) (VIR-0740A-19)
- Observational results from the LIGO and Virgo detectors (VIR-0003A-14)
- Observing gravitational-wave transient GW150914 with minimal assumptions (VIR-0061B-16)
- Offline Fermi-GBM follow-up of LIGO/Virgo CBC and burst triggers in O1, O2 and O3 (VIR-0102A-20)
- On my CBC chair candidacy (VIR-0843A-20)
- On the performance limits of coatings for gravitational wave detectors made of alternating layers of two materials (VIR-0721A-21)
- Open Data Workshop: Specific Issues for CBC Analysis (VIR-0497A-20)
- Open data and data analysis: introduction (VIR-0491A-20)
- Optical Properties of High-Quality Oxide Coating Materials Used in Gravitational-Wave Advanced Detectors (VIR-0025A-19)
- Optimization of seismometer arrays for the cancellation of Newtonian noise from seismic body waves (VIR-0191C-19)
- Optimizing gravitational-wave searches for a population of coalescing binaries: Intrinsic parameters (VIR-0471A-13)
- Overview of cWB off-line results for Stellar Mass BBH search on O2 run (VIR-0203A-18)
- Parameter Estimation with Gravitational Waves (VIR-0288A-21)
- Parameter estimation for strong phase transitions in supranuclear matter using gravitational-wave astronomy (VIR-0606A-20)
- Perfect is the enemy of good enough: predicting electromagnetic counterparts using low-latency, gravitational-wave data products (VIR-0171A-21)
- Population properties of compact objects from the second LIGO–Virgo Gravitational-Wave Transient Catalog (VIR-0883B-20)
- Poster Amaldi - Searches for Compact Binary Coalescence Events using Neural Networks in LIGO/Virgo Second Observation Period (VIR-0815B-21)
- Pre-merger localization of compact-binary mergers with third generation observatories (VIR-0652A-21)
- Predicting remnant black hole properties with neural networks (VIR-0601A-20)
- Present results and future challenges with the network of gravitational wave detectors. Invited Presentation at: Current problems in theoretical physics: Gravitational Waves Vietri Sul Mare 2018/03/26 http://paft18.sa.infn.it/ (VIR-0159A-18)
- Presentation at INAF (VIR-0578A-13)
- Probing modified gravity theories and cosmology using gravitational-waves and associated electromagnetic counterparts (VIR-0259B-20)
- Probing spacetime birefringence with gravitational waves (VIR-0888A-21)
- Probing the properties of binary neutron star merger remnants via equilibrium models (VIR-0867A-21)
- Progenitors of low-mass binary black-hole mergers in the isolated binary evolution scenario (VIR-0328A-20)
- Properties of the binary black hole merger GW150914 (VIR-0059B-16)
- Proposal for the future of CBC catalogs (VIR-0301A-20)
- Prospects for Observing and Localizing Gravitational-Wave Transients with Advanced LIGO, Advanced Virgo and KAGRA (VIR-0288C-12)
- PyCBC Live: a realtime search for compact binary mergers in the advanced detector era (VIR-1008B-20)
- PyCBC OSG (VIR-0736A-18)
- Quantum black hole spectroscopy: probing the quantum nature of the black hole area using LIGO-Virgo ringdown detections (VIR-0813A-20)
- Quantum black hole spectroscopy: probing the quantum nature of the black hole area using LIGO-Virgo ringdown detections (VIR-0909A-20)
- Quantum noise reduction in Advanced Virgo (from the contribution to ICNFP 2020) (VIR-0165B-21)
- Realtime search for compact binary mergers in Advanced LIGO and Virgo’s third observing run using PyCBC Live (VIR-0693E-20)
- Recent GW results from the LIGO-Virgo-Kagra Collaboration (VIR-0876A-21)
- Recent Observations of Gravitational Waves by LIGO and Virgo Detectors (VIR-0315B-21)
- Recent observations of GWs by LIGO and Virgo detectors (VIR-0991A-21)
- Recognizing black holes in gravitational-wave observations: Telling apart pretenders in mass-gap binaries (VIR-0305D-20)
- Results from LIGO Virgo KAGRA Collaboration for last observing run (VIR-0950B-21)
- Review and paper quality (VIR-0492A-20)
- Review of the content of the repository for the ligo.skymap.acceptance.tests (VIR-1033A-20)
- Rotating CCSNe parameter estimation (VIR-0974A-20)
- Running LDG analysis pipelines on Virgo compute clusters (VIR-0511A-13)
- STAC presentation on Offline Pipelines (VIR-0700A-18)
- Safety tests on new h(t) gating technique for MBTA (VIR-0009B-19)
- Search for Gravitational Waves Associated with Gamma-Ray Bursts Detected by Fermi and Swift During the LIGO-Virgo Run O3b (VIR-1099A-21)
- Search for Gravitational Waves Associated with Gamma-Ray Bursts detected by Fermi and Swift during the LIGO-Virgo Run O3a (VIR-0885B-20)
- Search for spatial and temporal coincidence between Fermi-LAT exposure maps and gravitational wave sky localisations (VIR-1041D-20)
- Search for sub-solar mass binaries in the first half of Advanced LIGO and Virgo third observation run (VIR-0541A-21)
- Search for sub-solar mass binaries in the first half of Advanced LIGO and Virgo third observation run (VIR-0877E-21)
- Searches for Compact Binary Coalescence events using Neural Networks in LIGO/Virgo Second Observation Period (VIR-1068C-20)
- Searches for Compact Binary Coalescence events using Neural Networks in LIGO/Virgo Second Observation Period (VIR-1078A-20)
- Searches for gravitational-wave events in coincidence with $gamma$ events (VIR-0042A-11)
- Searching for Gamma-Ray counterparts to Gravitational Waves from merging binary neutron stars with CTA (VIR-0917A-17)
- Searching for new physics during gravitational waves propagation (VIR-0675A-21)
- Searching for new physics during gravitational waves propagation (VIR-1082A-21)
- Seismic array measurements at Virgo’s West End Building for the configuration of a Newtonian-noise cancellation system (VIR-0505B-19)
- Sensitivity to Gravitational Waves from Compact Binary Coalescences Achieved during LIGO’s Fifth and Virgo’s First Science Run (VIR-0171A-10)
- Short gamma-ray burst central engines (VIR-0174A-18)
- Silentec – A method to study transient noises and clean the data (VIR-0379A-16)
- Silica fibers production and characterization for future gravitational waves detectors (VIR-1235A-19)
- Slides - A joint GW/GRB Bayesian study for low-luminosity short GRB population - Virgo Week July 2021 Presentation (VIR-0783A-21)
- Source classification of LIGO-Virgo candidate events (VIR-1090A-21)
- Source classification of compact binary mergers in the LIGO and Virgo data with the MBTA pipeline (VIR-0506A-21)
- Spiral-wave wind for the blue kilonova (VIR-0701A-19)
- Splitting the third hair: constraints on Kerr-Newman black holes from merger-ringdown gravitational-wave observations (VIR-1036A-21)
- Splitting the third hair: constraints on Kerr-Newman black holes from merger-ringdown gravitational-waves observations (VIR-0807A-21)
- Status and plans of the Virgo gravitational wave detector (VIR-1061A-20)
- Status of Advanced Virgo and upgrades before next observing runs (from the contribution to ICNFP 2020 conference) (VIR-0168F-21)
- Status of TEOBResumS and related waveform models (VIR-0580A-18)
- Status of the Virgo gravitational-wave detector and the O3 Observing Run (proceedings for EPS-HEP2019, Ghent (BE), 13th July 2019) (VIR-0987A-19)
- Status on TOV solvers and Post-Merger Signals (LVK Extreme matter f2f 2021-09-06) (VIR-1003A-21)
- Strategies for the Follow-Up of Gravitational Wave Transients at Very High-Energy Gamma Rays with the Cherenkov Telescope Array (VIR-0000B-19)
- Strong and weak lensing of Gravitational Waves: a semi-analytical approach (VIR-1252A-19)
- Study of the Advence Virgo timing resolution for the inspiral low latency pipeline MBTA with software injections (VIR-0275A-12)
- Sub-grid models for MHD simulations of binary neutron star mergers (VIR-0063A-21)
- Sub-solar mass CBC search with MBTA (VIR-0069A-21)
- Summary of the April 23 meeting with astronomers (VIR-0177B-15)
- Systematics of prompt black-hole formation in neutron star mergers (VIR-0822A-20)
- TEOBResum: improved tidal multipolar gravitational waveforms up to merger (VIR-0705A-18)
- TEOBResumS: assessment of consistent next-to-quasicircular corrections and post-adiabatic approximation in multipolar binary black holes waveforms (VIR-0316B-21)
- TIGER: A data analysis pipeline for testing the strong-field dynamics of general relativity with gravitational wave signals from coalescing compact binaries (VIR-0454A-13)
- Technical note on the measurement of inspiral higher order modes by coherentWaveBurst in GW190814 (VIR-0319B-20)
- Temperature, distortions and lensing in a compensation plate (corrected version of VIR-0160A-15) (VIR-0164A-15)
- Ternary Quarter Wavelength Coatings for Gravitational Wave Detector Mirrors: Design Optimization via Exhaustive Search (VIR-0095B-21)
- Testing The Area Quantisation Hypothesis From Black Hole Ringdown Signals (VIR-0744A-19)
- Testing the area quantisation hypothesis from black hole ringdown signals (VIR-0107B-19)
- Testing the area quantisation hypothesis from black hole ringdown signals (VIR-0206A-19)
- Testing the consistency of BAYESTAR localisations (VIR-0046A-21)
- Tests of General Relativity with Binary Black Holes from the second LIGO–Virgo Gravitational-Wave Transient Catalog (VIR-0884B-20)
- Tests of General Relativity with GW170817 (VIR-0627D-18)
- Tests of general relativity from binary black hole coalescences (VIR-0170A-18)
- Tests of general relativity with GW150914 (VIR-0056B-16)
- The Compose data base (VIR-1048A-21)
- The LIGO-Virgo O3 run and the follow-up investigations (VIR-1094A-21)
- The LSC-Virgo White Paper on Gravitational Wave Data Analysis and Astrophysics (2018-2019 edition) (VIR-0119B-18)
- The LSC-Virgo White Paper on Gravitational Wave Data Analysis and Astrophysics (Summer 2019 edition) (VIR-0812B-19)
- The LSC-Virgo-KAGRA Observational Science White Paper (Summer 2020 edition) (VIR-0666B-20)
- The LSC-Virgo-KAGRA Observational Science White Paper (Summer 2021 edition) (VIR-0753D-21)
- The Low-Latency R&D subgroup (VIR-0264A-18)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-0505A-21)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-0879A-21)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-1067B-20)
- The NSBH "coherent" EM/GW projetc (VIR-0606A-18)
- The O3 run and the LVC alert system: lessons learned (VIR-0920A-20)
- The Origin of LVC’s merging compact objects (from BBHs to DNS) (VIR-0106A-20)
- The Rate of Binary Black Hole Mergers Inferred from Advanced LIGO Observations Surrounding GW150914 (VIR-0057B-16)
- The Search for Advanced LIGO Single Interferometer Compact Binary Coalescence Signals in Coincidence with Gamma-Ray Events in Fermi-GBM (VIR-1022A-19)
- The Virgo O3 run and the impact of the environment (VIR-0941A-21)
- The detection of compact binary mergers using the Advanced LIGO and Advanced Virgo detectors (VIR-0727A-19)
- The document on data release policy (VIR-0648B-20)
- The effect of the energy functional on the pasta-phase properties of catalysed neutron stars (VIR-0793A-21)
- The first year of AUTh group in Virgo - presentation at VSC, 2021-07-28 (A) & 2021-08-25 (B) & final version presented at VSC (C) (VIR-0922C-21)
- The gravitational wave follow-up program of the Cherenkov Telescope Array (VIR-0653B-19)
- The hunt for environmental noise in Virgo during the third observing run (VIR-0520D-20)
- The hunt for sub-solar primordial black holes in low mass ratio binaries is open (VIR-0497A-21)
- The information emission rate of binary black holes remnants detected by LIGO-Virgo obey the Bekenstein-Hod universal bound (VIR-0955A-19)
- The kilonova of GW190425-like events (VIR-0134A-20)
- The next generation: Impact of high-order analytical information on effective one body waveform models for noncircularized, spin-aligned black hole binaries (VIR-0933A-21)
- The nuclear matter density functional under the nucleonic hypothesis (VIR-0968A-21)
- The recent observation of gravitational waves from two neutron stars - black holes coalescences (VIR-0853A-21)
- The research on amorphous coatings for future GW detectors (Proceedings TAUP 2019) (VIR-1048A-19)
- The robustness of the association of GW170817 and GRB 170817A (VIR-0684A-21)
- The role of eXTP in the multi-messenger astronomy era (VIR-1039C-21)
- The stepping-stone sampling algorithm for calculating the evidence of gravitational wave models (VIR-0658A-18)
- Torino group presentation (VIR-0735A-18)
- Total local rate iso-lines on the gamma-ray burst luminosity function plane (VIR-0209A-21)
- Total-variation methods for gravitational-wave denoising: performance tests on Advanced LIGO data (VIR-0331A-18)
- Tour d’horizon : les trous noirs, les ondes gravitationnelles et la physique fondamentale (VIR-1236A-19)
- Towards asteroseismology of core-collapse supernovae with gravitational-wave observations - II. Spacetime perturbations (VIR-0410A-18)
- Towards the AdV computing model update: CDP part (to be presented at ECC meeting) (VIR-0706C-18)
- UNIFIED EQUATION OF STATE FOR NEUTRON STARS BASED ON THE GOGNY INTERACTION (VIR-0864A-21)
- Uncertainties in the pasta-phase properties in catalysed neutron stars (VIR-0360A-21)
- Unveiling the enigma of ATLAS17aeu (VIR-0462A-18)
- Update Circular with final skymap of GW170104 (VIR-0279A-17)
- Updated universal relations for tidal deformabilities of neutron stars from phenomenological equations of state (VIR-1113A-20)
- Upgrading GWcosmo towards O3 H0 estimation. (VIR-0629A-20)
- Using Omicron to improve PyCBC search’s sensitivity (VIR-1019A-21)
- Using Omicron to improve PyCBC's search sensitivity (ISAPP school version) (VIR-0561A-21)
- VIRGO-the-future (my personal vision) (VIR-0486B-20)
- Very Low Latency Search Pipeline for Low Mass Compact Binary Coalescences in the LIGO S6 and Virgo VSR2 Data (VIR-0253C-10)
- Veto streams studies with PyCBC offline O3 results (VIR-0380A-21)
- Vibration analysis of the Advanced Virgo payloads (Internationtal Conference on Advances in Vibrations FEUP, 31 March 2015) (VIR-0175A-15)
- Virgo data characterization and impact on gravitational wave searches. (VIR-0040A-12)
- Virgo offline computing and data processing (VIR-0541A-19)
- Virgo offline computing and data processing (VIR-0782A-18)
- Was GW190814 a Black Hole - Strange Quark Star system? (VIR-0812A-21)
- Waveforms for coalescing binaries: a status report (VIR-0099A-20)
- Waveforms from coalescing binaries: where we need to improve? (VIR-0809A-21)
- Wavelet graphs for the detection of gravitational waves: application to eccentric binary black holes (VIR-0091A-19)
- Working with Gravitational-Wave sky localizations: new methods and implementations (VIR-0630A-19)
- cWB offline O2 searches related to CBC sources (VIR-0825A-17)
- coherentWaveBurst contribution to current LVC papers (VIR-0387A-20)
- gwmodel: a Python infrastructure for gravitational wave parameter estimation (VIR-0712A-19)
- kiloHertz gravitational waves from binary neutron star remnants: time-domain model and constraints on extreme matter (VIR-0809A-19)
- ￼￼Gravitational-wave observation: the tale of the discoveries (VIR-0817A-17)

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- Full Virgo Collaboration Publication and Presentation Rules are available here.