Giant Biquadratic Exchange in 2D Magnets and its Role in Stabilizing Ferromagnetism of NiCl2 Monolayer
J.Y.Ni, X.Y.Li, D.Amoroso, X.He, J.S.Feng, E.J.Kan, S.Picozzi and, H.J.Xiang

TL;DR
This study reveals that giant biquadratic exchange interactions in 2D NiCl2 monolayers are essential for understanding their ferromagnetism, challenging the traditional bilinear models and highlighting the importance of higher-order magnetic interactions.
Contribution
The paper provides the first quantitative evidence of giant biquadratic exchange in 2D magnets and demonstrates its crucial role in stabilizing ferromagnetism in NiCl2 monolayers.
Findings
Giant biquadratic exchange interactions are present in monolayer NiX2.
Biquadratic interactions are crucial for ferromagnetic ground state in NiCl2.
Large hopping between orbitals causes the biquadratic exchange.
Abstract
Two-dimensional (2D) van der Waals (vdW) magnets provide an ideal platform for exploring, on the fundamental side, new microscopic mechanisms and for developing, on the technological side, ultra-compact spintronic applications. So far, bilinear spin Hamiltonians have been commonly adopted to investigate the magnetic properties of 2D magnets, neglecting higher order magnetic interactions. However, we here provide quantitative evidence of giant biquadratic exchange interactions in monolayer NiX2 (X=Cl, Br and I), by combining first-principles calculations and the newly developed machine learning method for constructing Hamiltonian. Interestingly, we show that the ferromagnetic ground state within NiCl2 single layers cannot be explained by means of bilinear Heisenberg Hamiltonian; rather, the nearest-neighbor biquadratic interaction is found to be crucial. Furthermore, using a…
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