A A Juan's scientific contributions

Publication (1)

Conference Paper
Full-text available
There has been significant growth in online social science experiments in order to understand behavior at-scale, with finer-grained data collection. Considerable work is required to perform data analytics for custom experiments. We also seek to perform repeated networked experiments and modeling in an iterative loop. In this work, we design and bui...

Citations

... The GDS framework has been central for analytics and design of simulation models for co-evolving networked systems in prior work for more than two decades, having been applied to epidemiological studies, evacuation scenarios, and large-scale models for resilience in socio-technical system at large (Barrett et al., 2000a(Barrett et al., , 2013Cedeno-Mieles et al., 2018;Adiga et al., 2019;Chen et al., 2020a,b;Islam et al., 2020;Meyur et al., 2020;Swarup and Mortveit, 2020;Wang et al., 2020). The framework of GDS, and in particular the notion of vertex function, was designed specifically to support (i) precise modeling of networked systems, while (ii) being amenable to mathematical and computational analysis, and at the same time (iii) mapping well to high performance computing hardware (Barrett et al., 1998(Barrett et al., , 2000b(Barrett et al., , 2001(Barrett et al., , 2003dBarrett and Reidys, 1999;Atkins et al., 2008;Laubenbacher et al., 2009). ...