Members of a multifunctional thin film research group have published two landmark studies that explain how to engineer and enhance the stability of ferroelectric hafnium oxides, which are compatible with mainstream semiconductors. Their research advances ambitions in the semiconductor industry to save energy in computing by co-locating computation and memory elements in an integrated circuit.