On the other hand, Geiss, Leclerc and Schröer managed to categorify the
cluster algebra structure on the coordinate ring of a maximal unipotent
subgroup of a complex simply connected simple Lie group via the module
category of the preprojective algebra of the corresponding type,
[66], based on previous work [65,61,64].
This approach uses heavily Lusztig's construction of the semicanonical
basis [86]
and yields similar correspondences as above in the acyclic case.
It can be modified in order to categorify also the
cluster structure on multihomogenous coordinate rings of partial flag
varieties [62],
or coordinate rings of certain unipotent cells for Kac-Moody
groups [21,63].
For such ``categorification projects'' an adequate language was found in [21]. It is based on (stably resp. triangulated) 2-Calabi-Yau categories with a cluster tilting object. These categories have been introduced by Keller and Reiten [78], [77] and were further studied by students of Keller: Amiot [1], Tabuada [105], Palu [90], and by Iyama and Reiten [74].
One should note that in this new branch of representation theory most of the classical methods for representation theory of finite dimensional algebras have found new, highly non-trivial applications. This includes Auslander-Reiten theory (and their recent generalizations by O. Iyama), tilting theory, coverings, representations of quivers, weighted projective lines, triangulated categories and last but not least dg-categories. On the other hand this approach has provided new interesting cluster structures and helped to settle the conjecture on the linear independence of cluster monomials in many cases.
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