@@ -33,7 +33,7 @@ <h1><a href="index.html"> The <strong>EXP</strong> Collaboration </a></h1>
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3737 < h2 > What is a basis function expansion? </ h2 >
3838 < p > A basis function expansion (BFE) uses relatively simple equations to represent a more complex
3939 distribution. Each term in the expansion is given a weight such that the sum of the functions
@@ -52,27 +52,42 @@ <h2> What is a basis function expansion? </h2>
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55+ < h2 > Why should I use basis function expansions?</ h2 >
56+ < p > Basis function expansions (BFEs) provide a mathematical framework for interrogating and understanding
57+ complex systems. Through this framework, it is possible to discover the underlying dynamics within
58+ simulations that span the full gamut of complexity, ranging from idealized periodic boxes to large
59+ cosmological simulations. This framework provides natural ties to analytic theory as well as new
60+ supervised and unsupervised machine learning tools. One such tool is multi-channel Single Spectrum
61+ Analysis (mSSA), and examples of using mSSA + BFE for dynamical discovery can be seen in
62+ < a href ="https://ui.adsabs.harvard.edu/abs/2021MNRAS.501.5408W/abstract "> here</ a > and
63+ < a href ="https://ui.adsabs.harvard.edu/abs/2023MNRAS.521.1757J/abstract "> here</ a > (see also the
64+ < a href = "https://exp-docs.readthedocs.io/en/latest/topics/ssa.html "> EXP readme</ a > ).
65+ A particularly powerful use of BFE is as a universal language to succinctly summarize the relevant
66+ dynamical information in galaxies for comparison across and between different simulations.</ p >
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70+ < h2 > Basis Function Expansions for Cosmological Simulations</ h2 >
71+ < p > Basis function expansions (BFEs) can be used as a post-processing analysis framework for cosmological simulations.
72+ With BFEs, you can analyze the dark matter halo of your favorite galaxy from any cosmological
73+ simulation to find wakes, dipoles, and more. You can also succinctly describe the stellar disk of
74+ a galaxy, use the expansions to integrate orbits in the gravitational potential, and more. See some highlights
75+ of recent cosmological analyses below</ p >
76+ < p > Add a blurb of your paper here! </ p >
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80+ < h2 > Basis Function Expansion for Analytic Theorists </ h2 >
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90+ < h2 > Basis Function Expansions for N-body Dynamical Simulations </ h2 >
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