Resolving Spurious Multifractality in Discrete Systems: A Finite-Size Scaling Protocol for MFDFA in the 2D Ising Model

This paper resolves the controversy of spurious multifractality in discrete systems by establishing a rigorous Finite-Size Scaling protocol for MFDFA on the 2D Ising model, demonstrating that apparent multifractality in clean systems is a finite-size artifact while genuine multifractality persists in disordered variants like the Random Bond Ising Model.

Sebastian Jaroszewicz, Nahuel Mendez, Maria P. Beccar-Varela + 1 more2026-03-06🔬 physics

Chatbot Conversations in Physics Education: Using Artificial Intelligence to Analyze Student Reasoning through Computational Grounded Theory

This study utilizes Computational Grounded Theory to analyze over 10 million tokens of chatbot interactions from a university Modern Physics course, successfully identifying persistent student misconceptions and reasoning patterns to demonstrate the method's potential for scaling insights in AI-driven educational research.

Atharva Dange, Ramon E. Lopez2026-03-06🔬 physics