Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos,...

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Sonification Sonification in Theoretical Physics in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007
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Page 1: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Sonification Sonification in Theoretical Physicsin Theoretical Physics

Katharina VogtProf. W. PlessasProf. R. Höldrich

Todtmoos, 12th september 2007

Page 2: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Oversound

• Bats• Doppler effect • Alarm • Geiger counter• Computer sounds• Sonar• Heart beat• Bells

Page 3: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Overview

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 4: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 5: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

• Science focused on visualisation

• Changes: – real time audio synthesis software– human audition– growing amounts of data

• Auditory Display:

possible alternative and complement

Page 6: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 7: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Galilei

Page 8: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Doppler effect

Page 9: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Examples

• Galilei, Dopplereffekt• Discovery of Quantum Fluctuations• Plasma and Radio Wave Science• Listening to Earthquakes • Oscillations of yeast cells with AFM• EEG - data• Social Sciences

Page 10: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Example: Quantum Oscillations

Pereverzev S. V. , Loshak A., Backhaus S., Davies J.C. and Packard R. E., „Quantum Oscillations between two weakly coupled reservoirs of superfluid 3He“, Nature, Vol. 388, July 1997, pp. 449 – 451.

Josephson B. D. „Possible new effects of superconductive tunneling“, Phys. Lett. 1, 251 – 253, 1962.

f=(2-1)/h ... mean energy per particle

Page 11: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

0

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1 2 3 4 5 6 7 8

Hz

Auditory Display / Sonfication

• 1992 - 1st International Conference on Auditory Display (ICAD)

• Sonification = use of audio to convey information• Applications:

– Auditory Graphs

– Attensons

– Earcons

– Auditory Icons

Page 12: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Methods in research

Audification:• mapped to 1-d• ev. transposed

Parameter mapping:

Model-based sonification

Page 13: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Advantages

Page 14: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Advantages

+ eyes-free conditions + high temporal and frequency resolution+ parallel audio streams+ the formation of auditory gestalt + backgrounding+ usually interactive

Furthermore in physics:+ many (parameter) dimensions + audio streams as mathematical subspaces+ wave phenomena in nature

Page 15: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Disadvantages

- low resolution in some variables- potentially the annoyance- no persistence - user limitations and cultural bias- longer history of visualisation- the lack of absolute value and perceptual

orthogonality

Page 16: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Aims of Sonification

1. Alternative representation of data

2. Use of audition in order to analyse scientific data

3. Artistic application

Page 17: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 18: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Sonifications so far

SonEnvir - Sonification Environment (2005-2007)

• Spin models (Ising and Potts model)• Pilot project on topological objects in QCD• Baryon spectra of CQMs• Simple sonifications of the Dirac spectrum• Smaller projects: chaotic double pendulum,

logistic equation

Page 19: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Ising and Potts Model

Ising model:• spin up and down• phase transition

magnetic/ non-magnetic

Potts model:• discrete,• q vectors on unit circle• For q5 1st order phase transition• For q4 continuous€

H = −J SiS j(i, j )nn

∑ − h Sii

Page 20: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Audification of the Ising model

Sequentialisation: (“torus-path” or Hilbert curve)

Page 21: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Parameter Mapping of Ising Model

Page 22: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 23: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Sonification in lattice QCD - pilot study

topological charge20 configurations - 15 smearing steps€

Q =g2

16π 2d4xεμνρσ∫ Fμν Fρσ

Page 24: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Sonification in lattice QCD - pilot study

Page 25: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.
Page 26: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Motivation

Auditory Display and Sonification• Examples• Methods

Sonifications…• …of Numerical Spin Models• …in Lattice QCD

Outlook

Page 27: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Outlook

• XY-model

• Lattice QCD

Page 28: Sonification in Theoretical Physics Katharina Vogt Prof. W. Plessas Prof. R. Höldrich Todtmoos, 12th september 2007.

Sonification is a possible alternative and complement to visualisation and data analysis, also in physics.

Audio examples:• http://sonenvir.at/data• www.icad.org