I don't think there is a ready answer to this. Quantum computing is not at the technological level that can compete with usual computing (which is also quantum). What exists today are devices that somehow are able to obtain some computational advantage in some specific activity. If the problem is "quantum" then it is assumed that the models can be improved and perform better.

Here are some ways quantum computation can be used for numerical modeling:

It is important to note that while quantum computation holds promise for numerical modeling, practical applications are still in their early stages. Current quantum computers have a limited number of qubits, are subject to noise, and require error correction techniques. As quantum computers become more advanced, we can expect to see more practical applications of quantum computation in numerical modeling and other fields.