Correction: Review: 2D material property characterizations by machine-learning-assisted microscopies (Applied Physics A, (2023), 129, 4, (248), 10.1007/s00339-023-06543-y)

In this article the following captions to Figs. 1–6 were inadvertently omitted. Fig. 1: The figures are adapted from Ref. [35]. Used with permission of John Wiley and Sons, permission conveyed through Copyright Clearance Center, Inc. Fig. 2: The figure b is adapted from Ref. [35]. Used with permission of John Wiley and Sons, permission conveyed through Copyright Clearance Center, Inc. The figure d is adapted from Ref. [52]. Used with permission of IOP Publishing, Ltd, permission conveyed through Copyright Clearance Center, Inc. Fig. 3: The figure a is adapted with permission from Ref. [25]. Copyright 2007 American Chemical Society. The figure b is adapted from Ref. [72]. Used with permission of Springer Nature, permission conveyed through Copyright Clearance Center, Inc. Fig. 4: The figure c is adapted from Ref. [50]. Used with permission of Elsevier, permission conveyed through Copyright Clearance Center, Inc. The figure d is adapted from Ref. [87].