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DOC: Fix grammar in gw-discov.md #879

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InessaPawson merged 1 commit into from
Oct 13, 2025
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DOC: Fix grammar in gw-discov.md #879

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10 changes: 5 additions & 5 deletions content/en/case-studies/gw-discov.md
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Expand Up @@ -50,9 +50,9 @@ made from warped spacetime.
processes in the Universe, the data LIGO collects may have far-reaching
effects on many areas of physics including gravitation, relativity,
astrophysics, cosmology, particle physics, and nuclear physics.
* Crunch observed data via numerical relativity computations that involves
* Crunch observed data via numerical relativity computations that involve
complex maths in order to discern signal from noise, filter out relevant
signal and statistically estimate significance of observed data.
signal and statistically estimate the significance of observed data.
* Data visualization so that the binary / numerical results can be
comprehended.

Expand All @@ -64,7 +64,7 @@ made from warped spacetime.

Gravitational Waves are hard to detect as they produce a very small effect
and have tiny interaction with matter. Processing and analyzing all of
LIGO's data requires a vast computing infrastructure.After taking care of
LIGO's data requires a vast computing infrastructure. After taking care of
noise, which is billions of times of the signal, there is still very
complex relativity equations and huge amounts of data which present a
computational challenge:
Expand Down Expand Up @@ -150,8 +150,8 @@ title = 'Dependency graph showing how PyCBC package depends on NumPy'

GW detection has enabled researchers to discover entirely unexpected phenomena
while providing new insight into many of the most profound astrophysical
phenomena known. Number crunching and data visualization is a crucial step
that helps scientists gain insights into data gathered from the scientific
phenomena known. Number crunching and data visualization are crucial steps
that help scientists gain insights into data gathered from scientific
observations and understand the results. The computations are complex and
cannot be comprehended by humans unless it is visualized using computer
simulations that are fed with the real observed data and analysis. NumPy
Expand Down