The primary objective of this paper is to investigate the well-posedness theories associated with the discrete nonlinear Schrödinger equation and Klein-Gordon equation. These theories encompass both local and global well-posedness, as well as the existence of blowing-up solutions for large and irregular initial data. The main results of this paper presented in this paper can be summarized as follows: 1. Discrete Nonlinear Schrödinger Equation: We establish global well-posedness in spaces for all , regardless of whether it is in the defocusing or focusing cases. 2. Discrete Klein-Gordon Equation (including Wave Equation): We demonstrate local well-posedness in spaces for all . Furthermore, in the defocusing case, we establish global well-posedness in spaces for any . In contrast, in the focusing case, we show that solutions with negative energy blow up within a finite time.

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