no code implementations • 31 Jul 2023 • Ananthan Nambiar, Chao Pan, Vishal Rana, Mahdi Cheraghchi, João Ribeiro, Sergei Maslov, Olgica Milenkovic
Pathogenic infections pose a significant threat to global health, affecting millions of people every year and presenting substantial challenges to healthcare systems worldwide.
no code implementations • 11 Mar 2022 • Ashish B. George, Tong Wang, Sergei Maslov
To understand the community structure in these energy-limited environments, we developed a microbial community consumer-resource model incorporating energetic and thermodynamic constraints on an interconnected metabolic network.
no code implementations • 18 Apr 2021 • Fangfang Xia, Jonathan Allen, Prasanna Balaprakash, Thomas Brettin, Cristina Garcia-Cardona, Austin Clyde, Judith Cohn, James Doroshow, Xiaotian Duan, Veronika Dubinkina, Yvonne Evrard, Ya Ju Fan, Jason Gans, Stewart He, Pinyi Lu, Sergei Maslov, Alexander Partin, Maulik Shukla, Eric Stahlberg, Justin M. Wozniak, Hyunseung Yoo, George Zaki, Yitan Zhu, Rick Stevens
To provide a more rigorous assessment of model generalizability between different studies, we use machine learning to analyze five publicly available cell line-based data sets: NCI60, CTRP, GDSC, CCLE and gCSI.
no code implementations • 28 Jan 2021 • Alexei V. Tkachenko, Sergei Maslov, Tong Wang, Ahmed Elbanna, George N. Wong, Nigel Goldenfeld
It is well recognized that population heterogeneity plays an important role in the spread of epidemics.
1 code implementation • 3 Jun 2020 • George N. Wong, Zachary J. Weiner, Alexei V. Tkachenko, Ahmed Elbanna, Sergei Maslov, Nigel Goldenfeld
We apply this model not only to the state as a whole but also its sub-regions in order to account for the wide disparities in population size and density.
Populations and Evolution Medical Physics Physics and Society
no code implementations • 19 Feb 2020 • Chen Liao, Tong Wang, Sergei Maslov, Joao B. Xavier
We used the three models to study each community's limits of robustness to perturbations such as variations in resource supply, antibiotic treatments and invasion by other "cheaters" species.