Tracing a phase transition with fluctuations of the largest fragment size: Statistical multifragmentation models and the ALADIN S254 data
T. Pietrzak, P. Adrich, T. Aumann, C. O. Bacri, T. Barczyk, R., Bassini, S. Bianchin, C. Boiano, A. S. Botvina, A. Boudard, J. Brzychczyk, A., Chbihi, J. Cibor, B. Czech, M. De Napoli, J.-E. Ducret, H. Emling, J. D., Frankland, M. Hellstrom, D. Henzlova, G. Imme, I. Iori

TL;DR
This paper investigates phase transition signatures in nuclear fragmentation by analyzing fluctuations in the largest fragment size, using statistical models and experimental data, to identify transition points and estimate freeze-out temperatures.
Contribution
It demonstrates that cumulant-based signatures of phase transitions are consistent across different isotopic sources and are well reproduced by the Statistical Multifragmentation Model (SMM).
Findings
Transition signatures are weakly dependent on A/Z ratio.
Estimated chemical freeze-out temperatures range from 5.9 to 6.5 MeV.
Experimental results align with SMM predictions.
Abstract
A phase transition signature associated with cumulants of the largest fragment size distribution has been identified in statistical multifragmentation models and examined in analysis of the ALADIN S254 data on fragmentation of neutron-poor and neutron-rich projectiles. Characteristics of the transition point indicated by this signature are weakly dependent on the A/Z ratio of the fragmenting spectator source. In particular, chemical freeze-out temperatures are estimated within the range 5.9 to 6.5 MeV. The experimental results are well reproduced by the SMM model.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsMachine Learning in Materials Science · Crystallization and Solubility Studies · X-ray Diffraction in Crystallography
