10 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
Ruben Villarreal, Nikolaos N. Vlassis, Nhon N. Phan +5
Experimental data is costly to obtain, which makes it difficult to calibrate complex models. For many models an experimental design that produces the best calibration given a limit…
cond-mat.mtrl-sci2020★ 10 cited
Metric-driven search for structurally stable inorganic compounds
R. Villarreal, P. Singh, R. Arroyave
We report a facile `metric' for the identification of structurally and dynamically (positive definite phonon structure) stable inorganic compounds. The metric considers charge-imba…