By performing accurate ab-initio density functional theory calculations, we
study the role of 4f electrons in stabilizing the magnetic-field-induced
ferroelectric state of DyFeO3. We confirm that the ferroelectric
polarization is driven by an exchange-strictive mechanism, working between
adjacent spin-polarized Fe and Dy layers, as suggested by Y. Tokunaga [Phys.
Rev. Lett, \textbf{101}, 097205 (2008)]. A careful electronic structure
analysis suggests that coupling between Dy and Fe spin sublattices is mediated
by Dy-d and O-2p hybridization. Our results are robust with respect to the
different computational schemes used for d and f localized states, such as
the DFT+U method, the Heyd-Scuseria-Ernzerhof (HSE) hybrid functional and the
GW approach. Our findings indicate that the interaction between the f and d
sublattice might be used to tailor ferroelectric and magnetic properties of
multiferroic compounds.Comment: 6 pages, 4 figures-Revised versio