Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387562830> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4387562830 abstract "Formula regulation of multi-component catalysts by manual search is undoubtedly a time-consuming task, which has severely impeded the development efficiency of high-performance catalysts. In this work, PtPd@CeZrOx core-shell nanospheres, as a successful case study, is explicitly demonstrated how Bayesian optimization (BO) accelerates the discovery of methane combustion catalysts with the optimal formula ratio, which directly results in a lower temperature of methane conversion than ones reported hitherto in literature. As a consequence, the best sample obtained in the present work could be efficiently developed after two rounds of iterations, containing only 18 controllable experiments in all that is far less than the common human workload via the traditional trial-and-error search for optimal compositions. Further, this BO-based machine learning strategy can be straightforward extended to serve the autonomous discovery in multi-component material systems for other desired properties, showing promising opportunities to practical applications in future." @default.
- W4387562830 created "2023-10-13" @default.
- W4387562830 creator A5011126531 @default.
- W4387562830 creator A5020892917 @default.
- W4387562830 creator A5021800030 @default.
- W4387562830 creator A5045951720 @default.
- W4387562830 creator A5054659468 @default.
- W4387562830 creator A5057207373 @default.
- W4387562830 date "2023-10-12" @default.
- W4387562830 modified "2023-10-13" @default.
- W4387562830 title "Bayesian Optimization‐guided Discovery of High‐performance Methane Combustion Catalysts based on Multi‐component PtPd@CeZrOx Core–Shell Nanospheres" @default.
- W4387562830 doi "https://doi.org/10.1002/anie.202313068" @default.
- W4387562830 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37823845" @default.
- W4387562830 hasPublicationYear "2023" @default.
- W4387562830 type Work @default.
- W4387562830 citedByCount "0" @default.
- W4387562830 crossrefType "journal-article" @default.
- W4387562830 hasAuthorship W4387562830A5011126531 @default.
- W4387562830 hasAuthorship W4387562830A5020892917 @default.
- W4387562830 hasAuthorship W4387562830A5021800030 @default.
- W4387562830 hasAuthorship W4387562830A5045951720 @default.
- W4387562830 hasAuthorship W4387562830A5054659468 @default.
- W4387562830 hasAuthorship W4387562830A5057207373 @default.
- W4387562830 hasConcept C105923489 @default.
- W4387562830 hasConcept C111919701 @default.
- W4387562830 hasConcept C119857082 @default.
- W4387562830 hasConcept C121332964 @default.
- W4387562830 hasConcept C127413603 @default.
- W4387562830 hasConcept C161790260 @default.
- W4387562830 hasConcept C168167062 @default.
- W4387562830 hasConcept C171250308 @default.
- W4387562830 hasConcept C178790620 @default.
- W4387562830 hasConcept C185592680 @default.
- W4387562830 hasConcept C18762648 @default.
- W4387562830 hasConcept C192562407 @default.
- W4387562830 hasConcept C201995342 @default.
- W4387562830 hasConcept C21880701 @default.
- W4387562830 hasConcept C2778049539 @default.
- W4387562830 hasConcept C2778476105 @default.
- W4387562830 hasConcept C2780451532 @default.
- W4387562830 hasConcept C41008148 @default.
- W4387562830 hasConcept C516920438 @default.
- W4387562830 hasConcept C78519656 @default.
- W4387562830 hasConcept C97355855 @default.
- W4387562830 hasConceptScore W4387562830C105923489 @default.
- W4387562830 hasConceptScore W4387562830C111919701 @default.
- W4387562830 hasConceptScore W4387562830C119857082 @default.
- W4387562830 hasConceptScore W4387562830C121332964 @default.
- W4387562830 hasConceptScore W4387562830C127413603 @default.
- W4387562830 hasConceptScore W4387562830C161790260 @default.
- W4387562830 hasConceptScore W4387562830C168167062 @default.
- W4387562830 hasConceptScore W4387562830C171250308 @default.
- W4387562830 hasConceptScore W4387562830C178790620 @default.
- W4387562830 hasConceptScore W4387562830C185592680 @default.
- W4387562830 hasConceptScore W4387562830C18762648 @default.
- W4387562830 hasConceptScore W4387562830C192562407 @default.
- W4387562830 hasConceptScore W4387562830C201995342 @default.
- W4387562830 hasConceptScore W4387562830C21880701 @default.
- W4387562830 hasConceptScore W4387562830C2778049539 @default.
- W4387562830 hasConceptScore W4387562830C2778476105 @default.
- W4387562830 hasConceptScore W4387562830C2780451532 @default.
- W4387562830 hasConceptScore W4387562830C41008148 @default.
- W4387562830 hasConceptScore W4387562830C516920438 @default.
- W4387562830 hasConceptScore W4387562830C78519656 @default.
- W4387562830 hasConceptScore W4387562830C97355855 @default.
- W4387562830 hasLocation W43875628301 @default.
- W4387562830 hasLocation W43875628302 @default.
- W4387562830 hasOpenAccess W4387562830 @default.
- W4387562830 hasPrimaryLocation W43875628301 @default.
- W4387562830 hasRelatedWork W1480123525 @default.
- W4387562830 hasRelatedWork W2004734601 @default.
- W4387562830 hasRelatedWork W2130149817 @default.
- W4387562830 hasRelatedWork W2287264064 @default.
- W4387562830 hasRelatedWork W2352878646 @default.
- W4387562830 hasRelatedWork W2384410913 @default.
- W4387562830 hasRelatedWork W2414054180 @default.
- W4387562830 hasRelatedWork W2990194547 @default.
- W4387562830 hasRelatedWork W4214892316 @default.
- W4387562830 hasRelatedWork W986318368 @default.
- W4387562830 isParatext "false" @default.
- W4387562830 isRetracted "false" @default.
- W4387562830 workType "article" @default.