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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp1 Potential Gravitational Applications of Grid B.S. Sathyaprakash GridLab conference, 31 Mar-1 April, Eger, Hungary
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp2 Modern Astronomy Cosmic micro-wave background and big bang Optical, radio, x- and gamma-ray telescopes have revealed a lot of new objects and phenomena Pulsars X-ray binaries; gamma-ray emitting sources Supermassive Black holes Quasars and Radio galaxies
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp3 Astronomy has taught us that more than 90% of the Universe is dark Even this dark matter interacts gravitationally; we should be able to ‘see’ this matter via gravitational radiation it might emit But...
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp4 Plan of the talk Gravitational waves brief overview of gravitational waves astronomical sources interferometric detector projects around the world Gravitational wave data analysis and Grid large data sets big collaborations huge data base records
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp5 Gravitational Waves - A simple and brief overview of the theory
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp6 Newton’s law of Gravity The force of gravity between two masses m and M separated by a distance r is F = G m M / r 2 Newton’s law of gravity transmits force instantaneously - if body M changes its position it is felt by instantaneously by body m If Newton’s gravity is right we will be able to build a ‘gravitational telegraph’ which can transmit signals instantaneously - a violation of Einstein’s special relativity
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp7 Ripples in the Fabric of Spacetime Gravitational disturbances too travel at a finite speed - indeed the same speed as light. This is what we call gravitational waves According to Einstein gravity is nothing but warping of spacetime Therefore, gravitational waves are ripples in space-time warping that propagates at the speed of light.
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp8 Do Gravitational Waves Exist? Inspiral in Hulse-Taylor binary pulsar Two neutron stars in orbit Each has mass 1.4 times the mass of the Sun; Orbital period 7.5 Hrs stars are whirling around each other at a thousandth the speed of light Eventually the binary will coalesce emitting a burst of GW that will be observable using instruments that are currently being built But that will take another 100 million years According to Einstein’s theory the binary should emit GW GW carry rotational energy from the system which causes the two stars to spiral towards each other and a decrease in the period Observed period change is about 10 micro seconds per year This decrease in period is exactly as predicted by Einstein’s theory
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp9 Stellar mass GW sources - observable from ground Supernovae and birth of black holes Spinning neutron stars in X-ray binaries Relativistic Instabilities in young NS Binaries of black holes & neutron stars
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp10 GW Sources observable from space Merging super-massive black holes in galactic centers Signals from gravitational capture of small black holes by super-massive black holes
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp11 Observing the origin of the Universe
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp12 Gravitational Wave Detectors
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp13 Interaction of Gravitational Waves Plus polarization Cross polarization
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp14 Laser Interferometric Detectors Basic Principle of Operation Laser Beam Splitter Photo Diode Mirror Laser Beam
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp15 LIGO VIRGO GEO TAMA ACIGA LISA
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp16 Searching for Gravitational Waves How Grid Technology Can Help
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp17 A list of the problems Computationally limited searches - bigger computers means better science Hundreds of collaborators requiring to access data from a network of detectors distributed round the world Events are rare but data is poor with large false alarm rates - need to examine subsidiary channels of information A large number of database records - making sense out of garbage
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp18 What are we up against? Large Data Rates environmental background seismic disturbances solar flares and magnetic storms, cosmic rays,... instrumental noise electronic noise in feedback systems, laser frequency and intensity noise, thermal fluctuations in mirrors, vibration of suspension systems,... Important to understand detectors before any analysis begins a large number of channels are collected to record detector state - any analysis should look at all this data Interferometers collect data at rates of order 10 Mbytes per second, 24/7; 300 Tbytes per year We want to be able analyse at least part of that data
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp19 Distributed data Interferometer projects work collaboratively - all data is accessible everyone in the collaboration wherever in the world they may be How do we make all this data available to the community? data replication to multiple sites - GriPhyN, Triana guaranteeing data integrity data discovery tools and P2P data access
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp20 Types of gravitational wave signals Transients - last for a short duration so that detector motion can be neglected Transients with known shape, e.g. black hole binaries Transients with unknown shape, e.g. supernovae Stochastic backgrounds population of astronomical sources primordial stochastic gravitational wave signals Continuous waves - last for a duration long enough so that detector motion cannot be neglected Typically very weak amplitude, signal power a billion times smaller than noise power long integration times needed slowly changing frequency depending on several parameters
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp21 Near all-sky sensitivity All sky sensitivity Quadrupolar antenna pattern multiple detectors to determine direction to source Wide band sensitivity 1 kHz around 100 Hz
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp22 Why GW data analysis challenging? Signals with known shapes but unknown parameters large parameter space for example, 10 parameters in black hole binary search great number of wave cycles to integrate for example, 10 10 wave cycles in a year from a neutron star Signals of unknown shape uncertain and inaccurate, physical models for example waves from supernovae and black hole collisions Very weak signal strengths long integration times for example up to a year for neutron star signals a lot of pixels on the sky due to Doppler modulation Implies the need for large computational resources
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp23 Compute-intensive searches - An example Searching for black hole binaries that last for about a few seconds in the detector band A pattern matching technique is employed since the signal shape is known, but... signal parameters are not known before hand must filter the data through a large number of templates corresponding to different parameters a search in a 10-dimensional space Triana is currently implementing this search on a compute cluster to be extended using Grids issues - distributed data, on-line search, load balancing data serial search is preferred due to astrophysical reasons
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp24 Knowledge discovery Not all problems are computational resource intensive - some can be handled computationally, for example short bursts of unknown shape as in supernovae, but produce huge data bases millions of records inserted into the database each day must go back to the original data set to veto out false alarms (that is, spurious non-GW events produced by instrumental and environmental background) need an automatic bridge between analysis pipeline and database Database query functionality built into Triana...
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp25 Two searches that urgently require grid technology Searching for black hole binaries large parameter space masses, spins, orientations, need to go back to numerical simulations that produced the templates and to refine the search need to analyse thousands of subsidiary channels to confirm or veto out events All sky search for neutron stars week signals warranting integration of large data sets Doppler modulation in the signal caused by the motion of the detector means billions of pixels in the sky currently the search is restricted to targeted known sources
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GridLab, Eger, 31 Mar-1 Apr 2003B.Sathyaprakash@astro.cf.ac.ukp26 Scientific rewards from GW observations (Very) Early Universe Gravitational Wave Observations Solar, stellar interiorsCosmology Quantum theory Astrophysics Fundamental physics Extreme Gravity
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