Before revision:   Our methods first compute parameters that minimize the LDT-rate function over the set of parameters leading to extreme events .
After revision:  To tackle this difficulty, we blend theoretical results from large deviation theory (LDT) with numerical tools from PDE-constrained optimization. Our methods first compute parameters that minimize the LDT-rate function over the set of parameters leading to extreme events .