Professor Allain was invited speaker at the workshop Sensitivity, Error and Uncertainty Quantification for Atomic, Plasma and Material Data organized by the Institute for Advanced Computational Science at Stony Brook University. The focus was theory and simulation relevant to fusion and astrophysical plasmas including their interface with materials such as is necessary in the design of practical fusion reactors. Professor Allain presented the talk titled Challenges and Strategies To Experimental Validation of Multi-Scale Nuclear Fusion PMI Computational Modeling.