%%
%% Sample TeX file for the HRMS Dijon 2023 abstracts
%% 
%% Lines (or parts of) beginning with at least one '%' are comments 
%% and are silently ignored by LaTeX
%%
%% Codings beginning with \ are LaTeX macros, or commands.
%% They are used to tell the LaTeX parser how to format the document.
%% All the macros below are mandatory.
%%
%% Various informations about latex may be found at
%%
%%   http://en.wikibooks.org/wiki/LaTeX
%%
%% *-----------------------------------------------------------------------------------------*
\begin{filecontents}{Fig_TonoloMelli2021.eps}
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%%Title: (Fig_TonoloMelli2021)
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%%CreationDate: (Wednesday, May 31 2023 16:10:33 CEST)
%%For: (francesca)
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		/Width Width
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	    >>
	>>
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	t_array t_i 2 copy 1 add get 3 1 roll get 
	4 -1 roll add 3 1 roll add moveto
	/t_i t_i 2 add store
}bd
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/base_charpath		% string array
{
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    { % char
	t_c 0 3 -1 roll put
        currentpoint
	t_c cply sop
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    }forall
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definefont pop
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L3? dup dup{save exch}if
% languagelevel2 ONLY code goes here
/Range 0 def
/DataSource 0 def
/val 0 def
/nRange 0 def
/mulRange 0 def
/d0 0 def
/r0 0 def
/di 0 def
/ri 0 def
/a0 0 def
/a1 0 def
/r1 0 def
/r2 0 def
/dx 0 def
/Nsteps 0 def
/sh3tp 0 def
/ymax 0 def
/ymin 0 def
/xmax 0 def
/xmin 0 def
/setupFunEval % funDict -- 	% this calculates and sets up a function dict for evaulation.
{
    begin
	/nRange Range length 2 idiv store
	/mulRange   % precompute the range data needed to map a sample value from the table to a range value
		    % this data looks like [ range0mul range0min range1mul range1min ... rangeN-1mul rangeN-1min ]
	[ 
	    0 1 nRange 1 sub
	    { % index
		    2 mul/nDim2 xd		% 2*dimension# we are dealing with
		    Range nDim2 get		% ymin
		    Range nDim2 1 add get	% ymin ymax 
		    1 index sub			% ymin (ymax-ymin)
						% xmin = 0, xmax = 255 (2^bitspersample - 1)
		    255 div			% ymin (ymax-ymin)/(xmax - xmin)
		    exch			% (ymax-ymin)/(xmax - xmin) ymin
	    }for
	]store
    end
}bd
/FunEval % val1 fundict -> comp1 comp2 ... compN
{
    begin
	% the value passed in is the base index into the table
	nRange mul /val xd	% compute the actual index to the table
				% since there are nRange entries per base index
	0 1 nRange 1 sub
	{
	    dup 2 mul/nDim2 xd % dim
	    val	% base value to use to do our lookup
	    add DataSource exch get %  lookedupval
	    mulRange nDim2 get mul 	% lookedupval*(ymax-ymin)/(xmax-xmin)
	    mulRange nDim2 1 add get % lookedupval*(ymax-ymin)/(xmax-xmin) ymin
	    add % interpolated result
	}for	% comp1 comp2 ... compN
    end
}bd
/max % a b -> max(a, b)
{
	2 copy lt
	{exch pop}{pop}ifelse
}bd
/sh2
{	% emulation of shading type 2. Assumes shading dictionary is top dictionary on the dict stack
	/Coords load aload pop 	% x0 y0 x1 y1
	3 index 3 index translate	% origin is now at beginning point of shading
					% x0 y0 x1 y1
	3 -1 roll sub	% x0 x1 y1-y0
	3 1 roll exch 	% y1-y0 x1 x0
	sub				% y1-y0 x1-x0
	2 copy
	dup mul exch dup mul add sqrt	% length of segment between two points
	dup
	scale  
	atan	% atan (dy/dx)
	%dup (rotation angle = )print ==
	rotate		% now line between 0,0 and 1,0 is the line perpendicular to which the axial lines are drawn					
	
	/Function load setupFunEval	% may need to setup function dictionary by calling setupFunEval
	
	% this is now specific to axial shadings. Compute the maximum bounds to fill
	clippath {pathbbox}stopped {0 0 0 0}if newpath 	% x0 y0 x1 y1
	/ymax xs
	/xmax xs
	/ymin xs
	/xmin xs
	currentdict/Extend known
	{
		/Extend load 0 get
		{	
			0/Function load FunEval sc	% evaluate the function to get a color and set it
			xmin ymin xmin abs ymax ymin sub rectfill
		}if
	}if
	% paint the rects. The sampling frequency is that of our table
	/Nsteps/Function load/Size get 0 get 1 sub store
	/dx 1 Nsteps div store
	gsave
		/di ymax ymin sub store
		/Function load
		% loop Nsteps + 1 times, incrementing the index by 1 each time
		0 1 Nsteps
		{
			1 index FunEval sc
			0 ymin dx di rectfill
			dx 0 translate
		}for
		pop	% pop our function
	grestore	% origin is back to start point
	currentdict/Extend known
	{
		/Extend load 1 get
		{	
			Nsteps/Function load FunEval sc	% last element
			1 ymin xmax 1 sub abs ymax ymin sub rectfill
		}if
	}if
}bd
/shp	% this paints our shape for shading type 3
{	% x1 r1 x0 r0 -
	4 copy
	% fill interior arc
	dup 0 gt{
		0 exch a1 a0 arc
	}{
		pop 0 moveto
	}ifelse
	dup 0 gt{
		0 exch a0 a1 arcn
	}{
		pop 0 lineto
	}ifelse
	
	fill
	% fill exterior arc
	dup 0 gt{
		0 exch a0 a1 arc
	}{
		pop 0 moveto
	}ifelse
	dup 0 gt{
		0 exch a1 a0 arcn
	}{
		pop 0 lineto
	}ifelse
	
	fill
}bd
/calcmaxs
{	% calculate maximum distance vector from origin to corner points
	% of bbox
	xmin dup mul ymin dup mul add sqrt		% (xmin2 + ymin2)
	xmax dup mul ymin dup mul add sqrt		% (xmax2 + ymin2)
	xmin dup mul ymax dup mul add sqrt		% (xmin2 + ymax2)
	xmax dup mul ymax dup mul add sqrt		% (xmax2 + ymax2)
	max max max								% maximum value
}bd
/sh3
{	% emulation of shading type 3. Assumes shading dictionary is top dictionary on the dict stack
	/Coords load aload pop 	% x0 y0 r1 x1 y1 r2
	5 index 5 index translate	% origin is now at first circle origin
	3 -1 roll 6 -1 roll sub		% y0 r1 y1 r2 dx
	3 -1 roll 5 -1 roll sub		% r1 r2 dx dy
	2 copy dup mul exch dup mul add sqrt
	/dx xs						% r1 r2 dx dy
	2 copy 0 ne exch 0 ne or
	{
		% r1 r2 dx dy
		exch atan rotate	% we are now rotated so dy is zero and positive values of dx move us as expected
	}{
		pop pop
	}ifelse
	% r1 r2		
	/r2 xs
	/r1 xs
	/Function load 
	dup/Size get 0 get 1 sub	% this is the size of our table minus 1
	/Nsteps xs		% at some point we should optimize this better so NSteps is based on needed steps for the device
	setupFunEval		% may need to setup function dictionary by calling setupFunEval
	% determine the case:
	% case 0: circle1 inside circle2
	% case 1: circle 2 inside circle 1
	% case 2: r1 = r2 
	% case 3: r1 != r2
	dx r2 add r1 lt{
		% circle 2 inside of circle 1
		0 
	}{
		dx r1 add r2 le
		{ % circle 1 inside of circle 2
			1
		}{ % circles don't contain each other
			r1 r2 eq
			{	% equal
				2
			}{ % r1 != r2
				3
			}ifelse		
		}ifelse
	}ifelse
	/sh3tp xs		% sh3tp has the number of our different cases
	clippath {pathbbox}stopped {0 0 0 0}if 
	newpath 	% x0 y0 x1 y1
	/ymax xs
	/xmax xs
	/ymin xs
	/xmin xs
	% Arc angle atan( sqrt((dx*dx + dy*dy) - dr*dr), dr)
	dx dup mul r2 r1 sub dup mul sub dup 0 gt
	{
		sqrt r2 r1 sub atan
		/a0 exch 180 exch sub store 
		/a1 a0 neg store 
	}{
		pop
		/a0 0 store
		/a1 360 store		
	}ifelse		
	currentdict/Extend known
	{
		/Extend load 0 get r1 0 gt and	% no need to extend if the radius of the first end is 0
		{	
			0/Function load FunEval sc	% evaluate the function to get a color and set it
			% case 0: circle1 inside circle2
			% case 1: circle 2 inside circle 1
			% case 2: circles don't contain each other and r1 == r2
			% case 3: circles don't contain each other and r1 != r2
			{ 
				{	% case 0
					dx 0 r1 360 0 arcn
					xmin ymin moveto
					xmax ymin lineto
					xmax ymax lineto
					xmin ymax lineto
					xmin ymin lineto
					eofill		% for the bigger radius we fill everything except our circle
				}
				{	% case 1
					r1 0 gt{0 0 r1 0 360 arc fill}if
				}
				{	% case 2
					% r1 == r2, extend 0
					% r3 = r, x3 = -(abs(minx) + r), x1 = 0
				
					% x(i+1) r(i+1) x(i) r(i) shp
					0 r1 xmin abs r1 add neg r1 shp
				}
				{	% case 3
					% no containment, r1 != r2
				
					r2 r1 gt{	% the endpoint we are drawing is that with a circle of zero radius
						% x(i+1) r(i+1) x(i) r(i) shp
						0 r1
						r1 neg r2 r1 sub div dx mul	% this is point of beginning circle
						0	% point of ending circle
						shp	% takes x(i+1) r(i+1) x(i) r(i)
					}{	% the first circle is the bigger of the two
						% we find a circle on our line which is outside the bbox in the
						% negative direction
						% x(i+1) r(i+1) x(i) r(i) shp
						0 r1 calcmaxs	% 0 r1 maxs
						dup
						% calculating xs: (-(maxs+r2)*x2)/(x2-(r1-r2))
						r2 add dx mul dx r1 r2 sub sub div
						neg				% maxs xs'
						exch 1 index	% xs' maxs xs'
						abs exch sub
						shp
					}ifelse
				} 
			}sh3tp get exec	% execute the extend at beginning proc for our shading type
		}if
	}if
	% now do the shading
	/d0 0 store
	/r0 r1 store
	/di dx Nsteps div store
	/ri r2 r1 sub Nsteps div store 
	/Function load 
	0 1 Nsteps
	{	% function t(i)
		1 index FunEval sc
		d0 di add r0 ri add d0 r0 shp
		{
		% fill interior arc
		d0 0 r0 a1 a0 arc
		d0 di add 0 r0 ri add a0 a1 arcn
		fill
		
		% fill exterior arc
		d0 0 r0 a0 a1 arc
		d0 di add 0 r0 ri add a1 a0 arcn
		fill
		}pop
		
		% advance to next
		/d0 d0 di add store
		/r0 r0 ri add store
	}for
	pop	% pop our function dict
	% handle Extend
	currentdict/Extend known
	{
		/Extend load 1 get r2 0 gt and	% no need to extend if the radius of the last end is 0
		{	
			Nsteps/Function load FunEval sc	% last element
			% case 0: circle1 inside circle2
			% case 1: circle 2 inside circle 1
			% case 2: circles don't contain each other and r1 == r2
			% case 3: circles don't contain each other and r1 != r2
			{ 
				{
					dx 0 r2 0 360 arc fill
				} 
				{
					dx 0 r2 360 0 arcn
					xmin ymin moveto
					xmax ymin lineto
					xmax ymax lineto
					xmin ymax lineto
					xmin ymin lineto
					eofill		% for the bigger radius we fill everything except our circle
				} 
				{	% r1 == r2, extend 1
					% r3 = r, x3 = (abs(xmax) + r), x1 = dx
					% x(i+1) r(i+1) x(i) r(i) shp
					xmax abs r1 add r1 dx r1 shp
				}	
				{	% no containment, r1 != r2
			
					r2 r1 gt{
						% we find a circle on our line which is outside the bbox in the
						% positive direction
						% x(i+1) r(i+1) x(i) r(i) shp
						calcmaxs dup	% maxs maxs
						% calculating xs: ((maxs+r1)*x2)/(x2-(r2-r1))
						r1 add dx mul dx r2 r1 sub sub div	% maxs xs
						exch 1 index	% xs maxs xs
						exch sub
						dx r2
						shp
					}{	% the endpoint we are drawing is that with a circle of zero radius
						% x(i+1) r(i+1) x(i) r(i) shp
						r1 neg r2 r1 sub div dx mul	% this is point of ending circle
						0		% radius of ending circle
						dx 		% point of starting circle
						r2		% radius of starting circle
						shp
					}ifelse
				}
			}			
			sh3tp get exec	% execute the extend at end proc for our shading type
		}if
	}if
}bd
/sh		% emulation of shfill operator for type 2 and type 3 shadings based on type 0 functions
{	% shadingDict --
	begin
		/ShadingType load dup dup 2 eq exch 3 eq or
		{	% shadingtype
			gsave
				newpath
				/ColorSpace load scs
				currentdict/BBox known
				{
					/BBox load aload pop	% llx lly urx ury
					2 index sub				% llx lly urx ury-lly
					3 index					% llx lly urx ury-lly llx
					3 -1 roll exch sub 
					exch rectclip
				}if
				2 eq
				{sh2}{sh3}ifelse
			grestore
		}{
			% shadingtype
			pop 
			(DEBUG: shading type unimplemented\n)print flush
		}ifelse
	end
}bd
% end of language level 2 ONLY code
{restore}if not dup{save exch}if
% languagelevel3 ONLY code goes here
	L3?{	% we do these loads conditionally or else they will fail on a level 2 printer
		/sh/shfill ld
		/csq/clipsave ld
		/csQ/cliprestore ld
	}if
{restore}if
%currentdict dup maxlength exch length sub (number of extra slots in md = )print == flush	% *** how many entries are free
end
setpacking
% count 0 ne { pstack(***extras on stack during prolog execution***\n)print flush}if	% *** BARK if anything is left on stack
%%EndFile
%%EndProlog
%%BeginSetup
% Disable CTRL-D as an end-of-file marker...
userdict dup(\004)cvn{}put (\004\004)cvn{}put
[{
%%BeginFeature: *Duplex None
<</Duplex false>>setpagedevice
%%EndFeature
} stopped cleartomark
[{
%%BeginFeature: *Option1 True
%%EndFeature
} stopped cleartomark
[{
%%BeginFeature: *PageSize A4
<</PageSize[595 842]/ImagingBBox null>>setpagedevice
%%EndFeature
} stopped cleartomark
[{
%%BeginFeature: *Resolution 300dpi
<</HWResolution[300 300]/cupsBitsPerColor 1/cupsRowCount 0/cupsRowFeed 0/cupsRowStep 0/cupsColorSpace 3>>setpagedevice
%%EndFeature
} stopped cleartomark
userdict/ESPrc/rectclip where{pop/rectclip load}
{{newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
neg 0 rlineto closepath clip newpath}bind}ifelse put
userdict/ESPrf/rectfill where{pop/rectfill load}
{{gsave newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
neg 0 rlineto closepath fill grestore}bind}ifelse put
userdict/ESPrs/rectstroke where{pop/rectstroke load}
{{gsave newpath 4 2 roll moveto 1 index 0 rlineto 0 exch rlineto
neg 0 rlineto closepath stroke grestore}bind}ifelse put
userdict/ESPwl{}bind put
%%EndSetup
%%Page: 1 1
%%PageBoundingBox: 0 0 595 842
%%BeginPageSetup
%%EndPageSetup
cg_md begin
bp
sdmtx
[ /CIEBasedABC 4 dict dup begin 
/WhitePoint [ 0.9505 1.0000 1.0891 ] def 
/DecodeABC [ 
{ 1.0 0.0 3 -1 roll 1 index 1 index le { exch pop} { pop } ifelse 
 1 index 1 index ge { exch pop } { pop } ifelse < 
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>  dup length 1 sub 3 -1 roll mul dup dup floor cvi exch ceiling 
 cvi 3 index exch get 4 -1 roll 3 -1 roll get
 dup 3 1 roll sub 3 -1 roll dup floor cvi sub mul add 255 div } bind 
{ 1.0 0.0 3 -1 roll 1 index 1 index le { exch pop} { pop } ifelse 
 1 index 1 index ge { exch pop } { pop } ifelse < 
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>  dup length 1 sub 3 -1 roll mul dup dup floor cvi exch ceiling 
 cvi 3 index exch get 4 -1 roll 3 -1 roll get
 dup 3 1 roll sub 3 -1 roll dup floor cvi sub mul add 255 div } bind 
{ 1.0 0.0 3 -1 roll 1 index 1 index le { exch pop} { pop } ifelse 
 1 index 1 index ge { exch pop } { pop } ifelse < 
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>  dup length 1 sub 3 -1 roll mul dup dup floor cvi exch ceiling 
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] def 
/MatrixABC [ 0.4124 0.2126 0.0193 0.3576 0.7151 0.1192 0.1805 0.0722 0.9508 ] def 
/RangeLMN [ 0.0 0.9505 0.0 1.0000 0.0 1.0891 ] def 
end ] /Cs1 exch/ColorSpace dr pop
%%EndPageSetup
/Cs1 SC
q
18 12 559 818 rc
0 818 -366.71552 0 480.8577 12 cm
BI
/Width 2186
/Height 980
/BitsPerComponent 8
/Decode[
0 1
0 1
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]
/Interpolate true
/DataSource cg_aiproc
ID
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\documentclass[11pt]{article}

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\title{THE ``LEGO BRICKS'' APPROACH: A LOW-COST STRATEGY TO PREDICT ACCURATE ROTATIONAL SPECTRA}

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\author{\underline{\FirstName F. \LastName TONOLO,}
  \FirstName A. \LastName MELLI}
\address{Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy. Dipartimento di Chimica ``Giacomo Ciamician'', Universit\'a di Bologna, Via F. Selmi 2, I-40126 Bologna, Italy. }
\author{\FirstName V. \LastName BARONE}
\address{Scuola Normale Superiore, Piazza dei Cavalieri 7, I-56126 Pisa, Italy. }
\author{\FirstName C. \LastName PUZZARINI}
\address{Dipartimento di Chimica ``Giacomo Ciamician'', Universit\'a di Bologna, Via F. Selmi 2, I-40126 Bologna, Italy. }

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\fancyhead[C]{{\footnotesize \textit{HRMS, 28th Colloquium, Dijon, France,
  Aug. 28 - Sept. 1, 2023}}}
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\begin{document}

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 \index{Ab Initio}
 \index{Rotational Spectroscopy}

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When looking to the first prediction and interpretation of rotational spectra, computational equilibrium structures determinations require an accuracy that demands a very high-level quantum chemical treatment, $e.g.$ exploiting the good performances of composite schemes rooted in the coupled cluster theory.
However, for medium- to large- sized molecules, the computational cost to achieve high accuracy might be unaffordable. In these cases, cheaper yet accurate approaches need to be defined.

In Melli \emph{et al.} (2021)\footnote{A. Melli and F. Tonolo equally contributed to this work.}$^,$\footnote{\href{https://doi.org/10.1021/acs.jpca.1c07828}{doi:10.1021/acs.jpca.1c07828} A. Melli, F. Tonolo, V. Barone and C. Puzzarini, \emph{J. Phys. Chem. A}, \textbf{125} (2021) 9904.}, a benchmark study, based on the availability of accurate semi-experimental equilibrium rotational constants for 21 molecular species, tested and validated a new approach which relies on a ``LEGO bricks'' model. 
This approach is rooted in the idea that a molecular system can be seen as formed by different fragments ($i.e.$ the ``LEGO bricks''), whose accurate semi-experimental (SE) equilibrium geometries are available\footnote{\href{https://doi.org/10.1021/jp511432m}{doi:10.1021/jp511432m} M. Piccardo, E. Penocchio, C. Puzzarini, M. Biczysko and V. Barone, \emph{J. Phys. Chem. A}, \textbf{119} (2015) 2058.}. 
To join together the different ``LEGO bricks'', this approach relied on: (i) the template molecule approach (TM) in order to account, at the rev-DSD-PBEP86-D3/jun-cc-pVTZ (revDSD) level, for the changes occurring when moving from the smaller fragment to the larger molecular system; (ii) the linear regression model (LR) to correct the inter-fragment parameters\footnote{\href{https://doi.org/10.1021/acs.jctc.1c00788}{10.1021/acs.jctc.1c00788} G. Ceselin, N. Tasinato and V. Barone, \emph{JCTC}, \textbf{17} (2021) 7290.}. 
%The molecular systems considered for benchmarking the resulting structure, denoted as TM-SE\_\,LR, are those obtained from addition/elimination reactions of nucleophilic unsaturated radicals (e.g., CN, C$_2$H, and phenyl) to alkenes, imines, and aldehydes. 
The TM-SE\_\,LR scheme has thus been validated by comparison with their semi-experimental equilibrium structures (when available) and rotational constants (which straightforwardly depend on the equilibrium geometry).
The main outcome of this study is the reliability, robustness and accuracy of this novel approach, showing structural differences of about 0.001 \AA\, for bond lengths and 0.1$^{\circ}$ for angles and an average relative deviation with respect to the accurate semi-experimental equilibrium rotational constants of $\sim$ 0.2\%. 
\begin{figure}[h!]
\begin{center}
\includegraphics[scale=0.45,angle=-90]{Fig_TonoloMelli2021.eps}
\end{center}
\caption{\footnotesize{
Comparison between the experimental spectrum (Exp.) and different simulations (revDSD, TM-SE\_\,LR and a computationally expensive composite scheme based on coupled-cluster theory (CC)) for a transition of both isomers of Phenylmethanimine (PMI). 
This example shows how the TM-SE\_\,LR approach is able to provide a remarkable accuracy in rotational spectral predictions, without increasing the computational effort with respect to revDSD.
}}
\label{1}
\end{figure}

The application of this approach gave a contribution to several recent results. 
For example, the successful performance of this methodology has allowed for the spectroscopic assignment of three isomeric forms of cyanoethynylbenzene, thus ensuring an analysis both accurate and competitive with the computational and spectral acquisition times\footnote{\href{https://doi.org/10.1039/D2CP04825F}{doi: 10.1039/D2CP04825F} J. T. Spaniol, K. L. K. Lee, O. Pirali, C. Puzzarini and M. A. Martin--Drumel, \emph{PCCP}, \textbf{25} (2023) 6397.}. 
Another example is provided by the recent application of this approach to a set of small polycyclic aromatic hydrocarbons (PAHs) and their derivatives, where a comparison with experimental data demonstrated a relative accuracy for rotational constant predictions below 0.1\% \footnote{\href{https://doi.org/10.1039/D2CP04706C}{doi: 10.1039/D2CP04706C} C. Puzzarini, J. F. Stanton, \emph{PCCP}, \textbf{25} (2023) 1421; \href{https://doi.org/10.1039/D2CP03294E}{doi: 10.1039/D2CP03294E} H. Ye, S. Alessandrini, M. Melosso and C. Puzzarini, \emph{PCCP}, \textbf{24} (2024) 23254.}. 
Therefore, we expect that the ``LEGO bricks'' model will represent a valid approach for the spectroscopic characterization of large molecular systems that were previously inaccessible for accurate computational studies.

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\end{document}
