2/ Julia is a damn sight more modern and flexible while claiming to offer decent performance and you can use jupyter notebook, but I don't know it. FORTRAN on the other hand is tried and trusted - maybe boring but a known entity. (And ifort is shit fast on Intel CPUs.)