Manu: saving work in the theory section.
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@ -919,13 +919,44 @@ of Eq.~\eqref{eq:EI-eLDA}.
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\Big)
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\Big)
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d\br{}
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d\br{}
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\\
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\\
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&
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&=\int
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\Big(\be{c}{(I)}(\n{\bGam{\bw}}{}(\br{}))
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-
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\e{c}{\bw}(\n{\bGam{\bw}}{}(\br{}))
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\Big)\,\n{\bGam{\bw}}{}(\br{})
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d\br{}
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%\sum_{K>0}\delta_{IK}\left. \pdv{\e{c}{\bw}(\n{}{})}{\ew{K}} \right|_{\n{}{}=\n{\bGam{\bw}}{}(\br{})}
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%\sum_{K>0}\delta_{IK}\left. \pdv{\e{c}{\bw}(\n{}{})}{\ew{K}} \right|_{\n{}{}=\n{\bGam{\bw}}{}(\br{})}
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\end{split}
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\end{split}
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\eeq
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\eeq
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thus leading to the following Taylor expansion
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\beq
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\beq
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\begin{split}
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&
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\int \sum_{K>0} \qty(\delta_{IK} - \ew{K} ) \n{\bGam{\bw}}{}(\br{})
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\int \sum_{K>0} \qty(\delta_{IK} - \ew{K} ) \n{\bGam{\bw}}{}(\br{})
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\left. \pdv{\e{c}{\bw}(\n{}{})}{\ew{K}} \right|_{\n{}{}=\n{\bGam{\bw}}{}(\br{})} d\br{}
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\left. \pdv{\e{c}{\bw}(\n{}{})}{\ew{K}} \right|_{\n{}{}=\n{\bGam{\bw}}{}(\br{})} d\br{}
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\\
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&=-\int \e{c}{\bw}(\n{\bGam{(I)}}{}(\br{})) \n{\bGam{(I)}}{}(\br{}) d\br{}
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\\
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&+\int \be{c}{(I)}(\n{\bGam{(I)}}{}(\br{})) \n{\bGam{(I)}}{}(\br{}) d\br{}
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\\
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&+\int \Bigg[
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\n{\bGam{(I)}}{}(\br{})
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\left.\left(
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\pdv{\be{c}{{(I)}}(\n{}{})}{\n{}{}}
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-
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\pdv{\e{c}{{\bw}}(\n{}{})}{\n{}{}}
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\right)\right|_{\n{}{} =
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\n{\bGam{(I)}}{}(\br{})}
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\\
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&+\be{c}{(I)}(\n{\bGam{(I)}}{}(\br{}))
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-
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\e{c}{\bw}(\n{\bGam{(I)}}{}(\br{}))\Bigg]\times
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\Big(\n{\bGam{\bw}}{}(\br{})-\n{\bGam{(I)}}{}(\br{})\Big)
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d\br{}
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\\
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&
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+\mathcal{O}\left([\n{\bGam{\bw}}{}-\n{\bGam{(I)}}{}]^2\right).
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\end{split}
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\eeq
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\eeq
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}
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}
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