Skeletal model reduction based on local sensitivity analysis of time dependent systems is presented in which sensitivities are modeled by forced optimally (f-OTD) modes. The f-OTD factorizes the coefficient matrix into a compressed format as product two skinny matrices, i.e. modes and coefficients. create low-dimensional, dependent, orthonormal basis capture directions phase space associated wi...

We study the non-interacting time-dependent resonant level model mimicking a driven quantum dot connected through leads to two electronic reservoirs held at different temperatures and electrochemical potentials. Using scattering approach, we provide analytical formulas of particle currents, heat input driving power under wideband limit approximation. also derive Landauer for corresponding time-...