Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening

An open first-principles dataset of second-harmonic generation tensors for known and hypothetical inorganic semiconductors, constructed using active learning, propels the data-driven discovery of nonlinear optical materials.