• Quantitatively reinterpreting atomic force microscopy via the data science paradigm 

      Lai, Chia-Yun (Doctoral thesis; Doktorgradsavhandling, 2019-11-22)
      From the invention of the atomic force microscope (AFM) in 1986, tremendous efforts have been put into developing this tool. The AFM has long been considered as one of the top choices to probe the nanoscale world with the ability to achieve nanoscale resolution imaging of surfaces under different environments. Advances in instrumentation combined with the exploitation of sophisticated data analysis ...