TY - RPRT TI - Uncertainty-Aware Machine Learning for Small-Angle X-ray Scattering Analysis in Autonomous Experimentation AU - Cao, Chuntian [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - Kim, Hyeong Jin [Brookhaven National Laboratory (BNL), Upton, NY (United States). Center for Functional Nanomaterials (CFN)] (ORCID:0000000191800430) AU - Carbone, Matthew R. [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - Reyes, Kristofer [Brookhaven National Laboratory (BNL), Upton, NY (United States); Univ. at Buffalo, NY (United States)] AU - Yoo, Shinjae [Brookhaven National Laboratory (BNL), Upton, NY (United States)] AU - Lu, Fang [Brookhaven National Laboratory (BNL), Upton, NY (United States). Center for Functional Nanomaterials (CFN)] (ORCID:0000000337657615) AU - Zhang, Yugang [Brookhaven National Laboratory (BNL), Upton, NY (United States). Center for Functional Nanomaterials (CFN)] (ORCID:0000000278321475) PY - 2026 DO - 10.1021/photonsci.5c00053 UR - https://www.osti.gov/biblio/3388661 ID - 3388661 ER -