“…As one critical component among integration applications, the Mach-Zehnder interferometer (MZI), which can be balanced or unbalanced, has a wide range of applications. Amplitude modulators based on the balanced MZI structure are ubiquitous and play a significant role in optical switching, processing, and communication [1][2][3][4]7,8,14] . Unbalanced MZIs (UMZIs), on the other hand, can be used to implement wavelength sensitive devices, such as comb filters or interleavers [22] , which have been demonstrated as the key component of sensors, filters, spectrometers in photonics, and neural and network applications [23,24] .…”