Xiao Liu

The publication record listed under this name spans highly disparate topics—fluid dynamics, airline carbon emissions, financial analysis, telecommunications fraud detection, and public health research management—suggesting this name may correspond to multiple different researchers rather than a single coherent research program. Because of this, it is difficult to identify a consistent research focus or expertise area from the available data.

Publication output has been low and irregular over the last decade, averaging about 0.6 papers per year over the last five years with no clear growth or decline pattern.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026