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under theU(1) symmetry, higher-order terms are excluded from the nonlinear Chern number. We also note that the Bloch ansatz does not describe bulk-localized solutions that can
Such “perpendicular flow” geometry forms a class of common nonequilibrium situation encompassing e.g., simple shear flow, steady flow between parallel plates etc. We split the superadiabatic forces into viscous (subscript “visc”), drag, and structural (subscript “struc”) contributions ...
In this case, there are only two solutions: Bypass the proxy or remove the old file from the proxy's cache. In the case of Apt-Cacher-NG, this can be achived by going to the web interface, checking the “Validate by file name AND file directory (use with care),” and “then valid...
Raissi utilized PINNs as a new class of hybrid solvers, capable of determining solutions to various forward and inverse problems described by PDEs with high accuracy [34,35,36]. Antonello et al. continued the previous research and extended the PINN concept to control tasks by adding control ...
It is however interesting because it has almost explicit solutions obtained by using duality.We use the assumption of positive interactions to study the infinite-volume dynamics. In finite volumes we can be much more general. In the whole sequel \({\Lambda }\) will denote a bounded set in ...
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Moreover, when considering the solution provided by the inverse NNs, we identify a specific problem in the use of ML as they may furnish solutions that are not physical. An example of this issue is given in Fig.3bwhere—for a fixed band and a fixedξ—the curve representingωas a functi...