activity
20162024
most citedImplicit energy regularization of neural ordinary-differential-equation control

94 citations · 785 across the 34 of their papers we have counts for

collaborators
Showing physics.soc-phShow all

12 papers · 1 filter

physics.soc-ph2023★ 7 cited

Impact of random and targeted disruptions on information diffusion during outbreaks

Hosein Masoomy, Tom Chou, Lucas Böttcher

Outbreaks are complex multi-scale processes that are impacted not only by cellular dynamics and the ability of pathogens to effectively reproduce and spread, but also by population…

physics.soc-ph2022★ 34 cited

Complex networks with complex weights

Lucas Böttcher, Mason A. Porter

In many studies, it is common to use binary (i.e., unweighted) edges to examine networks of entities that are either adjacent or not adjacent. Researchers have generalized such bin…

physics.soc-ph2021★ 3 cited

On the accuracy of short-term COVID-19 fatality forecasts

Nino Antulov-Fantulin, Lucas Böttcher

Forecasting new cases, hospitalizations, and disease-induced deaths is an important part of infectious disease surveillance and helps guide health officials in implementing effecti…

physics.soc-ph2020

Spatio-temporal characteristics of dengue outbreaks

Saulo D. S. Reis, Lucas Böttcher, João P. da C. Nogueira +4

After their re-emergence in the last decades, dengue fever and other vector-borne diseases are a potential threat to the lives of millions of people. Based on a data set of dengue…

physics.soc-ph2020★ 26 cited

The Great Divide: Drivers of Polarization in the US Public

Lucas Böttcher, Hans Gersbach

Many democratic societies have become more politically polarized, with the U.S. as the main example. The origins of this phenomenon are still not well-understood and subject to deb…

physics.soc-ph2019★ 25 cited

The Impact of Technologies in Political Campaigns

Moritz Hoferer, Lucas Böttcher, Hans J. Herrmann +1

Recent political campaigns have demonstrated how technologies are used to boost election outcomes by microtargeting voters. We propose and analyze a framework which analyzes how po…

physics.soc-ph2018★ 26 cited

Clout, Activists and Budget: The Road to Presidency

L. Böttcher, Hans J. Herrmann, Hans Gersbach

Political campaigns involve, in the simplest case, two competing campaign groups which try to obtain a majority of votes. We propose a novel mathematical framework to study politic…

physics.soc-ph2017★ 9 cited

Targeted Recovery as an Effective Strategy against Epidemic Spreading

Lucas Böttcher, José S. Andrade, Hans J. Herrmann

We propose a targeted intervention protocol where recovery is restricted to individuals that have the least number of infected neighbours. Our recovery strategy is highly efficient…

physics.soc-ph2017★ 33 cited

Temporal dynamics of online petitions

Lucas Böttcher, Olivia Woolley-Meza, Dirk Brockmann

Online petitions are an important avenue for direct political action, yet the dynamics that determine when a petition will be successful are not well understood. Here we analyze th…

physics.soc-ph2016★ 60 cited

Impact of embedding on predictability of failure-recovery dynamics in networks

Lucas Böttcher, Mirko Lukovic, Jan Nagler +2

Failure, damage spread and recovery crucially underlie many spatially embedded networked systems ranging from transportation structures to the human body. Here we study the interpl…

physics.soc-ph2016★ 37 cited

Connectivity disruption sparks explosive epidemic spreading

L. Böttcher, O. Woolley-Meza, E. Goles +2

We investigate the spread of an infection or other malfunction of cascading nature when a system component can recover only if it remains reachable from a functioning central compo…

physics.soc-ph2016★ 80 cited

Gender gap in the ERASMUS mobility program

L. Böttcher, N. A. M. Araújo, J. Nagler +3

Studying abroad has become very popular among students. The ERASMUS mobility program is one of the largest international student exchange programs in the world, which has supported…