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This study explores generalized Cattaneo equations with memory effects, finding conditions for solutions to represent probability distributions. The research classifies diffusion processes as ordinary or anomalous, offering new insights into complex systems.

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Area of Science:

  • Mathematical Physics
  • Nonlinear Dynamics
  • Statistical Mechanics

Background:

  • Generalized Cattaneo equations model systems with memory effects.
  • Existing methods often use fractional derivatives, limiting flexibility.
  • Understanding solutions as probability distributions is crucial for physical interpretation.

Purpose of the Study:

  • To investigate generalized Cattaneo equations with smeared time derivatives.
  • To establish conditions for solutions to be valid probability distributions (normalizable and nonnegative).
  • To classify the resulting diffusion processes as ordinary or anomalous, potentially time-dependent.

Main Methods:

  • Introducing memory effects by smearing time derivatives in Cattaneo equations.
  • Utilizing methods of positive definite and completely monotonic functions, including the Bernstein theorem, to prove nonnegativity.
  • Analyzing exactly solvable examples and mean-squared displacements.
  • Comparing results with continuous-time random-walk and persistent random-walk models.

Main Results:

  • Identified consistency conditions for smearing functions.
  • Demonstrated that solutions can represent probability distributions under specific conditions.
  • Classified diffusion processes as ordinary or anomalous, with potential for character change over time.
  • Established a framework that extends beyond fractional derivative approaches.

Conclusions:

  • The proposed method offers a flexible approach to modeling memory effects in diffusion processes.
  • Solutions can accurately represent probability distributions, enabling physical interpretation.
  • The study provides a detailed classification of diffusion behaviors, including time-varying anomalous diffusion.