Dirk Brockmann
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German scientist, Humboldt University of Berlin
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Dirk Brockmanncomputer-science Degrees
Computer Science
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Computer Science Physics
Dirk Brockmann's Degrees
- PhD Physics Humboldt University of Berlin
Why Is Dirk Brockmann Influential?
(Suggest an Edit or Addition)According to Wikipedia, Dirk Brockmann is a German physicist and Professor at the Institute for Biology at Humboldt University of Berlin and the Robert Koch Institute, Berlin. Brockmann is known for his work in complex systems, complex networks, computational epidemiology, human mobility and anomalous diffusion.
Dirk Brockmann's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The scaling laws of human travel (2006) (2010)
- Forecast and control of epidemics in a globalized world. (2004) (1024)
- The Hidden Geometry of Complex, Network-Driven Contagion Phenomena (2013) (965)
- Effective containment explains subexponential growth in recent confirmed COVID-19 cases in China (2020) (667)
- Saving Human Lives: What Complexity Science and Information Systems can Contribute (2014) (441)
- Natural human mobility patterns and spatial spread of infectious diseases (2011) (296)
- Unifying Viral Genetics and Human Transportation Data to Predict the Global Transmission Dynamics of Human Influenza H3N2 (2014) (289)
- Effective containment explains sub-exponential growth in confirmed cases of recent COVID-19 outbreak in Mainland China (2020) (282)
- COVID-19 lockdown induces disease-mitigating structural changes in mobility networks (2020) (224)
- The Structure of Borders in a Small World (2010) (177)
- Human Mobility and Spatial Disease Dynamics (2010) (121)
- Robust classification of salient links in complex networks (2011) (104)
- The ecology of gaze shifts (2000) (94)
- Lévy flights in external force fields: from models to equations (2002) (91)
- Lévy flights in inhomogeneous media. (2002) (90)
- Front Propagation in Reaction-Superdiffusion Dynamics: Taming Levy Flights with Fluctuations (2004) (88)
- Complexity in human transportation networks: a comparative analysis of worldwide air transportation and global cargo-ship movements (2011) (85)
- A complex network perspective for characterizing urban travel demand patterns: graph theoretical analysis of large-scale origin–destination demand networks (2017) (81)
- Effective distances for epidemics spreading on complex networks (2016) (80)
- Money Circulation, Trackable Items, and the Emergence of Universal Human Mobility Patterns (2008) (68)
- Handbook of Optimization in Complex Networks (2011) (55)
- Saving Human Lives: What Complexity Science and Information Systems can Contribute (2014) (50)
- Social networks predict the life and death of honey bees (2020) (40)
- Following the money (2010) (40)
- Fundamental properties of cooperative contagion processes (2016) (38)
- Cover time for random walks on arbitrary complex networks (2017) (37)
- Origin Detection During Food-borne Disease Outbreaks - A Case Study of the 2011 EHEC/HUS Outbreak in Germany (2014) (34)
- Recurrent host mobility in spatial epidemics: beyond reaction-diffusion (2011) (30)
- Natural emergence of clusters and bursts in network evolution (2012) (30)
- Particle dispersion on rapidly folding random heteropolymers. (2003) (29)
- Spatial and Functional Heterogeneities Shape Collective Behavior of Tumor-Immune Networks (2015) (28)
- Eyjafjallajökull and 9/11: The Impact of Large-Scale Disasters on Worldwide Mobility (2013) (26)
- Temporal dynamics of online petitions (2017) (26)
- Connectivity of diagnostic technologies: improving surveillance and accelerating tuberculosis elimination. (2016) (25)
- Are human scanpaths Levy flights (1999) (24)
- Molecular surveillance of measles and rubella in the WHO European Region: new challenges in the elimination phase. (2017) (24)
- Anomalous diffusion and the structure of human transportation networks (2008) (20)
- Hosts mobility and spatial spread of Rickettsia rickettsii (2018) (19)
- Massive Parallelization Boosts Big Bayesian Multidimensional Scaling (2019) (18)
- Analysis of ocular dominance pattern formation in a high-dimensional self-organizing-map model (1997) (18)
- Dynamics of modern epidemics. (2005) (18)
- The Impact of Human Mobility on Spatial Disease Dynamics (2009) (17)
- Phase transitions and hysteresis of cooperative contagion processes (2016) (17)
- Robustness of skeletons and salient features in networks (2013) (16)
- COVID-19 lockdown induces structural changes in mobility networks -- Implication for mitigating disease dynamics (2020) (15)
- Modularity maximization and tree clustering: Novel ways to determine effective geographic borders (2011) (14)
- Accelerating random walks by disorder (2006) (14)
- Comprehensive integrated NGS-based surveillance and contact-network modeling unravels transmission dynamics of vancomycin-resistant enterococci in a high-risk population within a tertiary care hospital (2020) (12)
- Breaking Rotational Symmetry in a Self-Organizing Map Model for Orientation Map Development (1998) (12)
- The seasonal flight of influenza: a unified framework for spatiotemporal hypothesis testing (2012) (11)
- The scaling laws of human travel - A message from George (2006) (10)
- Public health: This message must be herd (2017) (10)
- Statistical mechanics: The physics of where to go (2010) (9)
- How to Save Human Lives with Complexity Science (2014) (9)
- Finding disease outbreak locations from human mobility data (2021) (8)
- Money Circulation Science – Fractional Dynamics in Human Mobility (2008) (7)
- German COVID-19 Snapshot Monitoring (COSMO) - Welle 9 (28.04.2020) (2020) (7)
- Global Connectivity and the Spreadof Infectious Diseases (2017) (6)
- Potential benefits of delaying the second mRNA COVID-19 vaccine dose (2021) (6)
- Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics - Insights from the German Corona Data Donation Project (2022) (6)
- Networks: An Introduction; Networks, Crowds, and Markets: Reasoning About a Highly Connected World (2011) (6)
- Experiencing the risk of overutilising opioids among patients with chronic non-cancer pain in ambulatory care (ERONA): the protocol of an exploratory, randomised controlled trial (2020) (6)
- The Role of Caretakers in Disease Dynamics (2012) (6)
- Complex systems: Spotlight on mobility (2012) (5)
- Modular hierarchical and power-law small-world networks bear structural optima for minimal first passage times and cover time (2018) (5)
- Biases in human mobility data impact epidemic modeling (2021) (4)
- Explorer Unifying Viral Genetics and Human Transportation Data to Predict the Global Transmission Dynamics of Human Influenza H 3 N 2 (2017) (4)
- SOM-Model for the Development of Oriented Receptive Fields and Orientation Maps from Non-oriented ON-center OFF-center Inputs (1997) (4)
- Digital contact tracing contributes little to COVID-19 outbreak containment (2021) (4)
- Germany's current COVID-19 crisis is mainly driven by the unvaccinated (2021) (4)
- Human Mobility, Networks and Disease Dynamics on a Global Scale (2017) (3)
- Human dispersal on geographical scales (2005) (3)
- Perturbative solution to susceptible-infected-susceptible epidemics on networks. (2013) (2)
- Germany’s fourth COVID-19 wave was mainly driven by the unvaccinated (2022) (2)
- Estimating the share of SARS-CoV-2-immunologically naïve individuals in Germany up to June 2022 (2023) (2)
- Enhancing global preparedness during an ongoing pandemic from partial and noisy data (2022) (2)
- Spotlight on Mobility (2)
- Modeling the impact of the Omicron infection wave in Germany (2022) (2)
- Superdiffusion in Scale-Free Inhomogeneous Environments (2003) (2)
- A physicist enthuses about criticality in biological development (2008) (1)
- Parameter-free identification of salient features in complex networks (2011) (1)
- Estimating the distribution of COVID-19-susceptible, -recovered, and -vaccinated individuals in Germany up to April 2022 (2022) (1)
- Traveling Dynamics and Epidemic Spreading on the Aviation Network (2004) (1)
- Frontiers in network science: advances and applications (2011) (1)
- Panic reactions and global disease dynamics (2008) (1)
- Covid-19 Mobility Germany (2020) (1)
- The tomography of human mobility -- what do shortest-path trees reveal? (2010) (1)
- Understanding and predicting the global spread of emergent infectious diseases (2014) (1)
- A TALE OF TWO HEMISPHERES (2012) (1)
- German COVID-19 Snapshot Monitoring (COSMO) - Welle 11 (12.05.2020) (2020) (1)
- Screenshot of the developed tool for patient data visualization. (2020) (0)
- Spatial Renormalization of Human Mobility Networks (2010) (0)
- Abstract Submitted for the MAR08 Meeting of The American Physical Society (2007) (0)
- A complex network perspective for characterizing urban travel demand patterns: graph theoretical analysis of large-scale origin–destination demand networks (2016) (0)
- Dynamics of epidemics outbreaks in heterogeneous populations (2007) (0)
- Supplementary Information: Germany’s fourth COVID-19 wave was 1 mainly driven by the unvaccinated (2022) (0)
- S3 Influence of random testing during multiple waves (2022) (0)
- Rhythm of relationships in a social fish over the course of a full year in the wild (2022) (0)
- Understanding the impact of digital contact tracing during the COVID-19 pandemic (2022) (0)
- From delta to omicron: The role of individual factors and social context in self-reported compliance with pandemic regulations and recommendations (2022) (0)
- Pandemic Diseases and the Aviation Network SARS, a case study (2005) (0)
- Inferring country-specific import risk of diseases from the world air transportation network (2023) (0)
- Perturbative solution to the SIS epidemic on networks (2013) (0)
- Visualization of the comparison of the phylogenetic concordance. (2020) (0)
- Network resilience to real-world disasters: Eyjafjallaj\"okull and 9/11 (2011) (0)
- Tour de Sys: The traveler's view of a network (2009) (0)
- Journal club (2008) (0)
- Particle Dispersion on Folded Random Hetero-Polymers (2004) (0)
- Helbing Phenomena The Hidden Geometry of Complex , Network-Driven Contagion (2014) (0)
- Universality and the lack of it in multiscale human mobility networks (2009) (0)
- COVID-19 Snapshot Monitoring (COSMO Germany) - Wave 9 (2020) (0)
- What scales in multiscale human mobility networks (2010) (0)
- Bilateral interactions in disease dynamics - Decreasing epidemic thresholds with facilitated contact rates (2008) (0)
- S1 Construction of WS-EXP networks (2022) (0)
- Backbones and borders from shortest-path trees (2011) (0)
- Finding disease outbreak locations from human mobility data (2021) (0)
- Interactive Network Exploration using Shortest-Path-Tree Tomography (2011) (0)
- Abstract Submitted for the MAR05 Meeting of The American Physical Society (2004) (0)
- The Role of Caretakers in Disease Dynamics (2013) (0)
- Money circulation networks reveal emerging geographical communities (2008) (0)
- Levy Flights in Periodic Potentials (2002) (0)
- Inferring and defining the “infectious-contact time” based on patient-based data. (2020) (0)
- Predicting the origin of contagion processes on complex, multi-scale networks (2012) (0)
- Panic Reactions and Global Disease Dynamics -- A Spatially Continuous Mean-field Approach (2008) (0)
- Communities, boundaries and symmetries - Hidden structures in multi-scale human mobilty networks (2010) (0)
- COVID-19 Snapshot Monitoring (COSMO Germany) - Wave 11 (2020) (0)
- circulation science-fractional dynamics in human mobility (2007) (0)
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What Schools Are Affiliated With Dirk Brockmann?
Dirk Brockmann is affiliated with the following schools:
