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Phase Transitions in Disordered Systems: The Example of the Random-Field Ising Model in Four Dimensions.
Nikolaos G Fytas1, Víctor Martín-Mayor2,3, Marco Picco4
1Applied Mathematics Research Centre, Coventry University, Coventry CV1 5FB, United Kingdom.
This study simulates the D=4 random-field Ising model, revealing a single universality class. Critical exponents were calculated, showing dimensional reduction does not apply and three exponents are needed for the transition.
Area of Science:
- Statistical Mechanics
- Condensed Matter Physics
- Computational Physics
Background:
- The random-field Ising model is a key model in statistical mechanics.
- Understanding its behavior in higher dimensions is crucial for theoretical physics.
Purpose of the Study:
- To investigate the universality class of the D=4 random-field Ising model at zero temperature.
- To accurately compute critical exponents and scaling corrections.
- To test theoretical predictions like dimensional reduction.
Main Methods:
- High-statistics numerical simulations.
- Zero-temperature analysis.
- Varying random-field distribution shapes.
Main Results:
- The D=4 random-field Ising model belongs to a single universality class.
- Accurate critical exponents, including the correction-to-scaling exponent, were determined.
- Dimensional reduction predictions from perturbative renormalization group theory were found to be invalid.
- Three independent critical exponents are necessary to describe the phase transition.
Conclusions:
- The D=4 random-field Ising model exhibits complex behavior not fully captured by current theoretical predictions.
- Numerical simulations provide crucial data for refining our understanding of critical phenomena in disordered systems.
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