More Grover given In l y Grover's circuit applies a phase shift on t so that we are left with Iu Il S IUS are the input bits I or equivalently the Il S the phase is applied on the whole circuit because I7 is us entangled with the rest of the State We can ignore it in analysis we can think of I 7 as a local Variable where we use it the perform operations and discard 1 7 after the operation tamiltonian Simulations important for simulating quantum physics e.g simulating molecules physical laws are often differential equations describe the rate of change of the system solvin the eq determines behavior e g 45 axle where the solution is Nfl eat x o rate of change is a constant times current value Vectorized we have f AE with solution eat 6 It is some matrix eat will make sense when we explore the solution of Schrodinger's equation Schpj dinger's equation diaglacianas diag Cbc bubs diaglais azbuazbs describes quantum mechanical systems Ix CH iHWH LEEE IEEE qbjafga functions with matrix arguments let f X a ta X ta X't asX3t FEyt Iriesumeefptansion that converges to fix suppose X V diag W Wr Vt be the eigenvalue decomposition D diag w Nr and DE digg Cwp WE we see that X2s DVtJLVDvtj VD2vto.so XK VDKvt by induction XO V diag Wo w Vt VIVt I so f X dy V IV t ta VX'VttazVX2Vtt V LAI ta X taz ft Vt d ag a Wy down diag la Wii Iac Wr drag lazuli ya up Vt U diag cloth w ta w t dota Wutazwft Vt V diag flu f Wr Vt we can see that applying f to X applies f to the eigenvalues of X X must have eigenvalue decomposition