Zobrazeno 1 - 10
of 178
pro vyhledávání: '"Peter I. Frazier"'
Autor:
Jiayue Wan, Casey L Cazer, Marin E Clarkberg, Shane G Henderson, Scarlett E Lee, Genevive R Meredith, Marwan Osman, David B Shmoys, Peter I Frazier
Publikováno v:
PLoS Medicine, Vol 20, Iss 1, p e1004153 (2023)
BackgroundWhile booster vaccinations clearly reduce the risk of severe Coronavirus Disease 2019 (COVID-19) and death, the impact of boosters on Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infections has not been fully characterized:
Externí odkaz:
https://doaj.org/article/82034a85effe40f3b51f2f00c23f730c
Autor:
Lorillee Tallorin, JiaLei Wang, Woojoo E. Kim, Swagat Sahu, Nicolas M. Kosa, Pu Yang, Matthew Thompson, Michael K. Gilson, Peter I. Frazier, Michael D. Burkart, Nathan C. Gianneschi
Publikováno v:
Nature Communications, Vol 9, Iss 1, Pp 1-10 (2018)
The discovery of peptide substrates for enzymes with selective activities is a central goal in chemical biology. Here, the authors develop a hybrid method combining machine learning and experimental testing for fast optimization of peptides for speci
Externí odkaz:
https://doaj.org/article/d9ae7a50ccf5436cb95b497dfe663903
Publikováno v:
Biotechnology and Bioengineering. 119:2447-2458
Culture media used in industrial bioprocessing and the emerging field of cellular agriculture is difficult to optimize due to the lack of rigorous mathematical models of cell growth and culture conditions, as well as the complexity of the design spac
Publikováno v:
SIAM Journal on Optimization. 32:417-444
We propose a Bayesian optimization algorithm for objective functions that are sums or integrals of expensive-to-evaluate functions, allowing noisy evaluations. These objective functions arise in multi-task Bayesian optimization for tuning machine lea
Autor:
Peter I. Frazier, Zak E. Hughes, Matthias Poloczek, Yang Liu, Jialei Wang, Michelle A. Nguyen, Mark T. Swihart, Marc R. Knecht, Tiffany R. Walsh
Publikováno v:
ACS Nano. 15:18260-18269
Peptide sequence engineering can potentially deliver materials-selective binding capabilities, which would be highly attractive in numerous biotic and abiotic nanomaterials applications. However, the number of known materials-selective peptide sequen
Publikováno v:
Proceedings of the 23rd ACM Conference on Economics and Computation.
Autor:
Genevive R. Meredith, Diego G. Diel, Peter I. Frazier, Shane G. Henderson, Gary A. Koretzky, Jiayue Wan, Lorin D. Warnick
Publikováno v:
JAMA network open. 5(5)
Autor:
Peter I. Frazier, J. Massey Cashore, Ning Duan, Shane G. Henderson, Alyf Janmohamed, Brian Liu, David B. Shmoys, Jiayue Wan, Yujia Zhang
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America
Significance Decisions surrounding how to safely reopen universities directly impact 7% of the US population (students, staff) and indirectly impact tens of millions more (families, communities). After witnessing large COVID-19 outbreaks among studen
Publikováno v:
SSRN Electronic Journal.
Motivated in part by online marketplaces such as ridesharing and freelancing platforms, we study two-sided matching markets where agents are heterogeneous in their compatibility with different types of jobs: flexible agents can fulfill any job, where
Publikováno v:
npj Computational Materials, Vol 4, Iss 1, Pp 1-7 (2018)
Accelerated searches, made possible by machine learning techniques, are of growing interest in materials discovery. A suitable case involves the solution processing of components that ultimately form thin films of solar cell materials known as hybrid