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assets/css/main.css

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index.html

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<!-- Main -->
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<div id="main">
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<article class="thumb">
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<a href="images/fulls/solid.png" class="image"><img src="images/thumbs/solid.png" alt="" /></a>
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<h2> What is a basis function expansion? </h2>
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<p> A basis function expansion (BFE) uses relatively simple equations to represent a more complex
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distribution. Each term in the expansion is given a weight such that the sum of the functions
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<p>Nunc blandit nisi ligula magna sodales lectus elementum non. Integer id venenatis velit.</p>
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<h2>Why should I use basis function expansions?</h2>
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<p> Basis function expansions (BFEs) provide a mathematical framework for interrogating and understanding
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complex systems. Through this framework, it is possible to discover the underlying dynamics within
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simulations that span the full gamut of complexity, ranging from idealized periodic boxes to large
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cosmological simulations. This framework provides natural ties to analytic theory as well as new
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supervised and unsupervised machine learning tools. One such tool is multi-channel Single Spectrum
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Analysis (mSSA), and examples of using mSSA + BFE for dynamical discovery can be seen in
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<a href="https://ui.adsabs.harvard.edu/abs/2021MNRAS.501.5408W/abstract">here</a> and
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<a href="https://ui.adsabs.harvard.edu/abs/2023MNRAS.521.1757J/abstract">here</a> (see also the
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<a href = "https://exp-docs.readthedocs.io/en/latest/topics/ssa.html">EXP readme</a>).
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A particularly powerful use of BFE is as a universal language to succinctly summarize the relevant
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dynamical information in galaxies for comparison across and between different simulations.</p>
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</article>
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<h2>Basis Function Expansions for Cosmological Simulations</h2>
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<p>Basis function expansions (BFEs) can be used as a post-processing analysis framework for cosmological simulations.
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With BFEs, you can analyze the dark matter halo of your favorite galaxy from any cosmological
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simulation to find wakes, dipoles, and more. You can also succinctly describe the stellar disk of
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a galaxy, use the expansions to integrate orbits in the gravitational potential, and more. See some highlights
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of recent cosmological analyses below</p>
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<p> Add a blurb of your paper here! </p>
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</article>
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<h2>Basis Function Expansion for Analytic Theorists</h2>
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</article>
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<h2></h2>
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<p></p>
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<h2>Basis Function Expansions for N-body Dynamical Simulations</h2>
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</article>
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