The chirp of two merging neutron stars
- Round
- Data analysis
- Points
- 27
- Level
- Silver
- Taught in
- Section D5
Adapted from IOAA 2022 (Kutaisi), data-analysis problem 1, parts 1.2.1 to 1.2.3. We have restated it in our own words and kept the original data. The original problem first asked for the values to be read from an image of the signal, and we give the values that the official solution read from it. The solution was last checked on 20 October 2026.
On 17 August 2017 the LIGO detectors recorded the gravitational waves of GW170817, from two neutron stars spiralling into each other. The table gives the frequency
| −28 | 39.1 | −12 | 53.8 |
| −26 | 39.1 | −10 | 56.7 |
| −24 | 41.3 | −8 | 63.1 |
| −22 | 41.3 | −6 | 70.1 |
| −20 | 43.5 | −4 | 78.0 |
| −18 | 45.9 | −2 | 101.7 |
| −16 | 48.4 | 0 | 182.4 |
| −14 | 51.0 |
While the frequency is low, the way it rises depends on the masses
where
- The formula gives
, a constant . The note with gives , so . A graph of against is therefore a straight line with slope . - In units of
Hz , the values of are 5.68, 5.68, 4.91, 4.91, 4.27, 3.70, 3.21, 2.80, 2.42, 2.11, 1.58, 1.20, 0.90, 0.44 and 0.09. - The points lie along a straight line. The best line, by the least squares of Section D6, has slope
s with an uncertainty of s , which is 2.1%. It reaches zero at s, very close to the merger, as it should. - The size of the slope is
, so . Here kg/s, and , so kg, which is 1.20 solar masses. - The chirp mass goes as the slope to the power 3/5, so its fractional uncertainty is 3/5 of the slope's, 1.2%, or 0.015 solar masses.
- Dividing by
gives the chirp mass in the frame of the source.
AnswerThe chirp mass is 1.201 ± 0.015 solar masses as measured, and 1.189 ± 0.015 solar masses in the frame of the source. The official solution finds 1.20 solar masses with a 95% range of ±0.03, which is twice our uncertainty of one standard deviation.
This problem also appears among the olympiad problems of Section D5, Turning curves into straight lines, which teaches the ideas it uses. Equation and figure numbers refer to the course.