Sara Del Valle
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Mathematical epidemiologist
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Sara Del Vallemathematics Degrees
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Medical Mathematics
Sara Del Valle's Degrees
- Masters Applied Mathematics Stanford University
- Bachelors Mathematics University of California, Berkeley
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Why Is Sara Del Valle Influential?
(Suggest an Edit or Addition)According to Wikipedia, Sara Yemimah Del Valle is a senior scientist and mathematical epidemiologist at Los Alamos National Laboratory . At the LANL, Del Valle leads the Fusion Team, where she combines internet data with satellite imagery to forecast disease outbreaks. During the COVID-19 pandemic Del Valle created a computational model that could predict the spread of COVID-19 around the United States.
Sara Del Valle's Published Works
Published Works
- Mixing patterns between age groups in social networks (2007) (217)
- Global Disease Monitoring and Forecasting with Wikipedia (2014) (179)
- Effects of behavioral changes in a smallpox attack model. (2005) (174)
- A Meta-Analysis of the Association between Gender and Protective Behaviors in Response to Respiratory Epidemics and Pandemics (2016) (150)
- Forecasting the 2013–2014 Influenza Season Using Wikipedia (2014) (149)
- Mathematical Modeling of the Effectiveness of Facemasks in Reducing the Spread of Novel Influenza A (H1N1) (2010) (140)
- Enhancing disease surveillance with novel data streams: challenges and opportunities (2015) (119)
- Spatial Dynamics of Pandemic Influenza in a Massive Artificial Society (2007) (117)
- Inferring the origin locations of tweets with quantitative confidence (2013) (117)
- The impact of bed-net use on malaria prevalence. (2013) (109)
- Forecasting seasonal influenza with a state-space SIR model. (2017) (99)
- Epidemic Forecasting is Messier Than Weather Forecasting: The Role of Human Behavior and Internet Data Streams in Epidemic Forecast. (2016) (80)
- Mathematical models of contact patterns between age groups for predicting the spread of infectious diseases. (2013) (73)
- EpiSimS simulation of a multi-component strategy for pandemic influenza (2008) (64)
- Mixing in age-structured population models of infectious diseases. (2012) (63)
- Forecasting Zoonotic Infectious Disease Response to Climate Change: Mosquito Vectors and a Changing Environment (2019) (63)
- Effects of education, vaccination and treatment on HIV transmission in homosexuals with genetic heterogeneity. (2004) (60)
- Dynamic Bayesian Influenza Forecasting in the United States with Hierarchical Discrepancy (with Discussion) (2017) (59)
- Quantifying the impact of decay in bed-net efficacy on malaria transmission (2014) (58)
- Ebola: mobility data. (2014) (46)
- Pandemic simulation of antivirals + school closures: buying time until strain-specific vaccine is available (2008) (41)
- Summary results of the 2014-2015 DARPA Chikungunya challenge (2018) (39)
- Measuring Global Disease with Wikipedia: Success, Failure, and a Research Agenda (2017) (35)
- Estimating the reproductive number, total outbreak size, and reporting rates for Zika epidemics in South and Central America. (2017) (35)
- Mathematical Modeling of Hepatitis C Prevalence Reduction with Antiviral Treatment Scale-Up in Persons Who Inject Drugs in Metropolitan Chicago (2015) (32)
- Modeling the Impact of Behavior Changes on the Spread of Pandemic Influenza (2012) (29)
- Economic analysis of the use of facemasks during pandemic (H1N1) 2009. (2012) (24)
- COVID-19 reopening strategies at the county level in the face of uncertainty: Multiple Models for Outbreak Decision Support (2020) (23)
- Recommended reporting items for epidemic forecasting and prediction research: The EPIFORGE 2020 guidelines (2021) (22)
- Understanding the Impact of Face Mask Usage Through Epidemic Simulation of Large Social Networks (2013) (20)
- Can we reduce the spread of influenza in schools with face masks? (2010) (18)
- Updated distribution maps of predominant Culex mosquitoes across the Americas (2021) (16)
- Towards a hybrid agent-based model for mosquito borne disease (2014) (15)
- Connecting within and between-hosts dynamics in the influenza infection-staged epidemiological models with behavior change. (2015) (14)
- Google Health Trends performance reflecting dengue incidence for the Brazilian states (2020) (11)
- Eliciting Disease Data from Wikipedia Articles (2015) (10)
- The Biosurveillance Analytics Resource Directory (BARD): Facilitating the Use of Epidemiological Models for Infectious Disease Surveillance (2016) (9)
- Optimizing human activity patterns using global sensitivity analysis (2013) (9)
- Mathematical applications associated with the deliberate release of infectious agents (2005) (8)
- Predicting Dengue Incidence in Brazil Using Broad-Scale Spectral Remote Sensing Imagery (2018) (7)
- How New Mexico Leveraged a COVID-19 Case Forecasting Model to Preemptively Address the Health Care Needs of the State: Quantitative Analysis (2021) (6)
- Using an Agent-Based Model to Assess K-12 School Re-openings Under Different COVID-19 Spread Scenarios - United States, School Year 2020/21 (2020) (6)
- Using heterogeneous data to identify signatures of dengue outbreaks at fine spatio-temporal scales across Brazil (2021) (5)
- Detecting epidemics using Wikipedia article views: A demonstration of feasibility with language as location proxy (2014) (5)
- MATHEMATICAL MODELS OF MIXING PATTERNS BETWEEN AGE GROUPS FOR PREDICTING THE SPREAD OF INFECTIOUS DISEASES (2012) (4)
- EpiSimS: Large-Scale Agent-based Modeling of the Spread of Disease (2013) (4)
- Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates (2020) (4)
- Modeling Zika Virus Spread in Colombia Using Google Search Queries and Logistic Power Models (2018) (2)
- Impact of A Waning Vaccine and Altered Behavior on the Spread of Influenza (2017) (2)
- Surveilling Influenza Incidence With Centers for Disease Control and Prevention Web Traffic Data: Demonstration Using a Novel Dataset (2020) (2)
- Time Series Methods and Ensemble Models to Nowcast Dengue at the State Level in Brazil (2020) (2)
- Optimizing human activity patterns using global sensitivity analysis (2013) (2)
- Quantifying how social mixing patterns affect disease transmission (2011) (1)
- SARS-CoV-2 variant transition dynamics are associated with vaccination rates, number of co-circulating variants, and convalescent immunity (2023) (1)
- Assessing K-12 school reopenings under different COVID-19 Spread scenarios – United States, school year 2020/21: A retrospective modeling study (2022) (1)
- Addressing delayed case reporting in infectious disease forecast modeling (2021) (1)
- A time-varying vulnerability index for COVID-19 in New Mexico, USA using generalized propensity scores (2021) (1)
- Effects of behavioral changes and mixing patterns in mathematical models for smallpox epidemics (2005) (1)
- Unlocking the Predictive Power of Heterogeneous Data to Build an Operational Dengue Forecasting System (2020) (1)
- Safely Reopening K-12 Schools During the COVID-19 Pandemic (2020) (1)
- Modeling the impact of spatial heterogeneity, behavior change, and mitigations on the current Ebola epidemic (2014) (1)
- Economics of Implementing Preemptive School Closures to Mitigate Pandemic Influenza Outbreaks of Differing Severity in the United States (2021) (1)
- Hindcasting Violent Events in Colombia Using Internet Data (2021) (1)
- Nowcasting Influenza Incidence with CDC Web Traffic Data: A Demonstration Using a Novel Data Set (2019) (1)
- Topic Modeling To Contextualize Event-Based Datasets: The Colombian Peace Process (2019) (1)
- Multiple complex emergent phenomena in a noise-driven statistical mechanical model of social dynamics (2018) (1)
- Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models (2020) (1)
- Quantifying Uncertainty in Stochastic Models with Parametric Variability (2015) (1)
- Transmission risk of Oropouche fever across the Americas (2023) (0)
- Agent-Based Models for COVID-19 (2023) (0)
- Understanding polynomial distributed lag models: truncation lag implications for a mosquito-borne disease risk model in Brazil (2019) (0)
- Exploring Impacts to COVID-19 Herd Immunity Thresholds Under Demographic Heterogeneity that Lowers Vaccine Effectiveness (2022) (0)
- Enhancing disease surveillance with novel data streams: challenges and opportunities (2015) (0)
- Updated distribution maps of predominant Culex mosquitoes across the Americas (2021) (0)
- Machine Intelligent Survival Models of Patient – Ventilation Interaction for COVID-19 (2020) (0)
- The role of seasonality and climatic factors in the spatiotemporal transmission dynamics of dengue in Brazil (2019) (0)
- Deterministic and Stochastic Reaction-Diffusion ~Aodels in a Iling (2012) (0)
- Disease Precognition (2021) (0)
- 2. Deployable Predictive Maintenance Strategy Based on Models Developed to Monitor Assets in Nuclear Power Plants (2020) (0)
- Data Fusion and Disease Forecasting for Dengue in Brazil (2021) (0)
- Surveilling Influenza Incidence With Centers for Disease Control and Prevention Web Traffic Data: Demonstration Using a Novel Dataset (Preprint) (2019) (0)
- Deterministic and Stochastic Reaction-Diffusion Models in a Ring (2000) (0)
- Impact of COVID-19 Policies and Misinformation on Social Unrest (2021) (0)
- Supporting Text 1 for “Addressing delayed case reporting in infectious disease forecast modeling” by (2022) (0)
- Multiple models for outbreak decision support in the face of uncertainty (2023) (0)
- Science in 60 - The Forecast Calls for Flu (2016) (0)
- Can we stop the spread of influenza in schools with face masks (2009) (0)
- Epidemic Modeling and Facemask Usage (2013) (0)
- SARS-CoV-2 variant transition dynamics are associated with vaccination rates, number of co-circulating variants, and natural immunity (2022) (0)
- 2021 R&D 100 Entry - EpiCast: simulating Epidemics with Extreme Detail (2021) (0)
- Multi-dimensional resilience: A quantitative exploration of disease outcomes and economic, political, and social resilience to the COVID-19 pandemic in six countries (2023) (0)
- Can Wikipedia improve flu forecasts in the United States (2016) (0)
- Designing a dynamic vulnerability index to COVID-19 for New Mexico, USA (2020) (0)
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