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Expected energy spectra calculations for large volume liquid scintillationdetectors to inverse $\beta$-decay for antineutrinos produced by $^{144}$Ce --$^{144}$Pr artificial source have been performed.  The calculations were carried out through Monte-Carlo method within GEANT4.10framework and were purposed to search for neutrino oscillation to sterileeigenstate with mass about 1 eV.  The analysis of relative sensitivity to oscillation parameters for differentdetector shapes has been performed.

Monte-Carlo sensitivity study for sterile neutrino search with  $^{144}$Ce - $^{144}$Pr source and liquid scintillation detectors of various  geometries