Methods, systems, apparatuses, and devices for facilitating waveform inversion using a sifr optimizer

A system for facilitating waveform inversion using a Sifr optimizer, the system comprising:

• a communication device configured for receiving at least one observed data associated with at least one object from at least one device;
• a processing device communicatively coupled with the communication device, wherein the processing device is configured for:
• obtaining at least one initial model associated with the at least one object;
• obtaining at least one synthetic data from the at least one initial model;
• determining a discrepancy between the at least one observed data and the at least one synthetic data;
• creating a cost function based on the determining of the discrepancy;
• updating the at least one initial model iteratively using the Sifr optimizer until at least one condition is met, wherein the at least one condition comprises at least one of a minimization of the cost function below a threshold, an elapsing of a given number of iterations, and a meeting of a convergence criterion, wherein the Sifr optimizer provides an update for the updating of the at least one initial model iteratively based on a regression comprising a least squares resolution of at least one Sifr equation;
• and
• generating at least one final model based on the updating;
• and
• a storage device communicatively coupled with the processing device, wherein the storage device is configured for storing the at least one final model.