2023
DOI: 10.1039/d2me00240j
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Self-organizing maps as a data-driven approach to elucidate the packing motifs of perylene diimide derivatives

Abstract: The efficient classification or prediction of crystal structures into a small number of families of related structures can be extremely important in the design of materials with specific packing and properties.

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Cited by 3 publications
(4 citation statements)
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“…Though not rare, only 17 out of 142 PDI-based objects retrieved in the CSD crystallize in this class. [25] Recent papers have reported on the stabilizing effect of intermolecular contacts in PDI oligomers, estimated to lie in the 65-85 kJ mol À 1 regime per dimeric contact. [26] Following Vura-Veis et al model, [27] species 2-4, which possess similar long-and shortaxis shifts (in the 1.2-1.6 Å and 2.8-3.3 Å ranges, respectively), fall far away from the highly attractive basin characterized by 75 (and higher) kJ mol À 1 binding energy value (species 1 appears slightly different in that a larger short-axis shift, 4.0 Å, is present, falling in a region not investigated in the theoretical study of ref.…”
Section: Methodsmentioning
confidence: 99%
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“…Though not rare, only 17 out of 142 PDI-based objects retrieved in the CSD crystallize in this class. [25] Recent papers have reported on the stabilizing effect of intermolecular contacts in PDI oligomers, estimated to lie in the 65-85 kJ mol À 1 regime per dimeric contact. [26] Following Vura-Veis et al model, [27] species 2-4, which possess similar long-and shortaxis shifts (in the 1.2-1.6 Å and 2.8-3.3 Å ranges, respectively), fall far away from the highly attractive basin characterized by 75 (and higher) kJ mol À 1 binding energy value (species 1 appears slightly different in that a larger short-axis shift, 4.0 Å, is present, falling in a region not investigated in the theoretical study of ref.…”
Section: Methodsmentioning
confidence: 99%
“…Compounds 1 – 4 stack according to the tight‐long‐y description proposed by Maini and co‐workers, [25] characterized by parallel molecules piled with a larger shift in the y direction than along the molecular axis, taken as x . Though not rare, only 17 out of 142 PDI‐based objects retrieved in the CSD crystallize in this class [25] .…”
Section: Methodsmentioning
confidence: 99%
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“…Thanks to their large electronic affinity (EA), efficient π–π intermolecular interactions, and easy functionalization, tetracarboxylic aromatic derivatives such as naphthalene dimiide (NDI) and perylene diimide (PDI) have worked as first-class n-type molecular candidates. , Against oxidation, their core functionalization with electron-withdrawing (EW) groups (F, CF 3 , Br, and CN) is one of the most effective strategies to raise EA (i.e., lowering the LUMO energy level) above 4.0 eV , (without exceeding 4.6 eV, to avoid nucleophilic attack or even one-electron reduction). Additionally, efforts have been spent in interpreting and optimizing intermolecular interactions (distance and offset of π–π stacked aromatic cores) in the solid state, as a route to improve the electron mobility, although no definite recipe is to date consolidated. Finally, recent renovated interest in solution-grown (doped) NDI and PDI n-type derivatives is as organic thermoelectrics (O-TE) operating at low-to-medium temperatures (<300 °C), an application favored by the low thermal conductivity of organic solids (as required by efficient TE materials).…”
Section: Introductionmentioning
confidence: 99%