import re
regex = r"\bAA=(\d+(?:\.\d+)?(?:[eE][-+]?[0-9]+)?)"
s = ("Line 1: 123 NUBA AA=1.2345 $BB=1234.55\n"
"Line 2: 123 NUBA MM AA=1.2345678&BB=1234.55\n"
"Line 3: 123 NUBA RRNJH AA=1.2#ALPHA\n"
"Line 4: 123 NUBA ABCD AA=1.2E-5 GBRO\n"
"Line 5: 123 NUBA ABCD AA=1.245E-7$ MN")
print(re.findall(regex, s))
aW1wb3J0IHJlCgpyZWdleCA9IHIiXGJBQT0oXGQrKD86XC5cZCspPyg/OltlRV1bLStdP1swLTldKyk/KSIKCnMgPSAoIkxpbmUgMTogMTIzIE5VQkEgQUE9MS4yMzQ1ICRCQj0xMjM0LjU1XG4iCgkiTGluZSAyOiAxMjMgTlVCQSBNTSBBQT0xLjIzNDU2NzgmQkI9MTIzNC41NVxuIgoJIkxpbmUgMzogMTIzIE5VQkEgUlJOSkggQUE9MS4yI0FMUEhBXG4iCgkiTGluZSA0OiAxMjMgTlVCQSBBQkNEIEFBPTEuMkUtNSBHQlJPXG4iCgkiTGluZSA1OiAxMjMgTlVCQSBBQkNEIEFBPTEuMjQ1RS03JCBNTiIpCgkKcHJpbnQocmUuZmluZGFsbChyZWdleCwgcykp