We delve into the conditions under which a quantum dot thermoelectric setup may be tuned to realize an optimal heat-to-pure-spin-current converter. It is well known that a heat-to-pure-spin-current converter may be realized using a non-interacting quantum dot with a spin-split energy spectrum under particle hole symmetry conditions. However, with the inclusion of Coulomb interaction , ubiquitous in typical quantum dot systems, the relevant transport physics is expected to be altered. In this work, we provide a detailed picture of thermoelectric pure spin currents at various Coulomb interaction parameters and describe the conditions necessary for an exact cancellation of charge transport between energy levels and their Coulomb-charged partner levels , so as to yield the largest terminal pure spin currents. A non-trivial aspect pointed out here is that at sufficiently large values of (), pure spin currents tend to optimize at points other than where the particle-hole symmetry occurs. It is also ascertained that a global maximum of pure spin current is generated at a typical value of the interaction parameter . These optimum conditions may be easily realized using a typical gated quantum dot thermoelectric transport setup

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