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Despite the broad catalytic relevance of metal–support interfaces, controlling their chemical nature, the interfacial contact perimeter (exposed to reactants), and consequently, their contributions to overall catalytic reactivity, remains challenging, as the nanoparticle and support characteristics are interdependent when catalysts are prepared by impregnation. Here, we decoupled both characteristics by using a raspberry-colloid-templating strategy that yields partially embedded PdAu nanoparticles within well-defined SiO2or TiO2supports, thereby increasing the metal–support interfacial contact compared to nonembedded catalysts that we prepared by attaching the same nanoparticles onto support surfaces. Between nonembedded PdAu/SiO2and PdAu/TiO2, we identified a support effect resulting in a 1.4-fold higher activity of PdAu/TiO2than PdAu/SiO2for benzaldehyde hydrogenation. Notably, partial nanoparticle embedding in the TiO2raspberry-colloid-templated support increased the metal–support interfacial perimeter and consequently, the number of Au/TiO2interfacial sites by 5.4-fold, which further enhanced the activity of PdAu/TiO2by an additional 4.1-fold. Theoretical calculations and in situ surface-sensitive desorption analyses reveal facile benzaldehyde binding at the Au/TiO2interface and at Pd ensembles on the nanoparticle surface, explaining the connection between the number of Au/TiO2interfacial sites (via the metal–support interfacial perimeter) and catalytic activity. Our results demonstrate partial nanoparticle embedding as a synthetic strategy to produce thermocatalytically stable catalysts and increase the number of catalytically active Au/TiO2interfacial sites to augment catalytic contributions arising from metal–support interfaces.more » « lessFree, publicly-accessible full text available January 14, 2026
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Shimogawa, Ryuichi; Marcella, Nicholas; O'Connor, Christopher R; Kim, Taek-Seung; Reece, Christian; Lubomirsky, Igor; Frenkel, Anatoly I (, Journal of Synchrotron Radiation)This study introduces a novel iterative Bragg peak removal with automatic intensity correction (IBR-AIC) methodology for X-ray absorption spectroscopy (XAS), specifically addressing the challenge of Bragg peak interference in the analysis of crystalline materials. The approach integrates experimental adjustments and sophisticated post-processing, including an iterative algorithm for robust calculation of the scaling factor of the absorption coefficients and efficient elimination of the Bragg peaks, a common obstacle in accurately interpreting XAS data, particularly in crystalline samples. The method was thoroughly evaluated on dilute catalysts and thin films, with fluorescence mode and large-angle rotation. The results underscore the technique's effectiveness, adaptability and substantial potential in improving the precision of XAS data analysis. While demonstrating significant promise, the method does have limitations related to signal-to-noise ratio sensitivity and the necessity for meticulous angle selection during experimentation. Overall, IBR-AIC represents a significant advancement in XAS, offering a pragmatic solution to Bragg peak contamination challenges, thereby expanding the applications of XAS in understanding complex materials under diverse experimental conditions.more » « less
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