Machine Learning approaches will have an ever-increasing influence on how the research and modeling of volcanoes are undertaken, how they are monitored, and how their danger is assessed.
Nanofluidics has become much easier to study and apply thanks to new technological tools like the atomic force microscope (AFM) and scanning tunneling microscope (STM), both for inspection and creation of nanostructures.