Closed nabenabe0928 closed 1 year ago
Multi-fidelity Sequential Learning for Accelerated Materials Discovery
A MF optimization framework for material discovery. Surrogate models cover GP, SVR, RF and so on. The MF policy takes $\epsilon$-greedy and LCB, but it does not say the details.
Multi-fidelity Sequential Learning for Accelerated Materials Discovery
A MF optimization framework for material discovery. Surrogate models cover GP, SVR, RF and so on. The MF policy takes $\epsilon$-greedy and LCB, but it does not say the details.