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cond-mat.str-el2022
Study of the Berezinskii-Kosterlitz-Thouless transition: An unsupervised machine learning approach
Sumit Haldar, Sk Saniur Rahaman, Manoranjan Kumar
The Berezinskii-Kosterlitz-Thouless (BKT) transition in magnetic system is an intriguing phenomena and an accurate estimation of the BKT transition temperature has been a long-stan…
cond-mat.str-el2022
Machine learning approach to study quantum phases of a frustrated one dimensional spin-1/2 system
Sk Saniur Rahaman, Sumit Haldar, Manoranjan Kumar
Frustration driven quantum fluctuation leads to many exotic phases in the ground state and study of these quantum phase transitions is one of the most challenging areas of research…