@misc{indiciaea9cf0bbccb98, title = {Comparing Machine Learning and Physics-Based Nanoparticle Geometry Determinations Using Far-Field Spectral Properties}, author = {Sun, Mengqi [University of Washington, Seattle, WA (United States)] (ORCID:0000000235004189) and Huang, Zixu [University of Washington, Seattle, WA (United States)] (ORCID:0009000464322612) and Yaman, Muammer Y. [University of Washington, Seattle, WA (United States)] and Ziatdinov, Maxim [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] and Kalinin, Sergei V. [University of Tennessee, Knoxville, TN (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000153546152) and Ginger, David S. [University of Washington, Seattle, WA (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000297595447)}, year = {2025}, doi = {10.1021/acs.jpcc.5c07879}, url = {https://www.osti.gov/biblio/3014584}, note = {Source identifier: 3014584} }