Yu Liu, Jun Peng, Fan Yang, Haitao Guo. "Risk-sensitive collaborative parameter tuning via calibrated deep surrogates for rare-earth electrolysis energy efficiency." Scientific Reports, 2026. doi:10.1038/s41598-026-55197-2