List of works - Srinivasan Venkatramanan

All Models Are Useful: Bayesian Ensembling for Robust High Resolution COVID-19 Forecasting

scientific article published on 12 August 2021

An Automated Approach for Finding Spatio-Temporal Patterns of Seasonal Influenza in the United States: Algorithm Validation Study (Preprint)

scientific article published on 20 November 2018

An agent-based framework to study forced migration: A case study of Ukraine

scientific article published in March 2024

An automated approach for finding spatiotemporal patterns in disease spread

scientific article published on 03 April 2020

Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation

scientific article published in January 2018

CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting

scientific article published on 04 July 2022

Data-Driven Modeling for Different Stages of Pandemic Response

scientific article published on 16 November 2020

Data-driven modeling for different stages of pandemic response

scientific article published on 21 September 2020

Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support

scientific article published in January 2023

Effective Social Network-Based Allocation of COVID-19 Vaccines

scientific article published on 12 August 2022

Epidemiological and Economic Impact of COVID-19 in the US

scientific article published on 30 November 2020

Epihiper-A high performance computational modeling framework to support epidemic science

scientific article published in January 2025

Evaluating the Utility of High-Resolution Proximity Metrics in Predicting the Spread of COVID-19

scientific article published on 18 April 2022

Evaluating the impact of international airline suspensions on the early global spread of COVID-19

scientific article (preprint)

Forecasting influenza activity using machine-learned mobility map

From 5Vs to 6Cs: Operationalizing Epidemic Data Management with COVID-19 Surveillance

scientific article published on 31 October 2020

Interplay of global multi-scale human mobility, social distancing, government interventions, and COVID-19 dynamics

scientific article published on 11 June 2020

Mathematical Models for COVID-19 Pandemic: A Comparative Analysis

scientific article published on 30 October 2020

Medical Costs of Keeping the US Economy Open During COVID-19

scientific article published on 19 July 2020

Medical costs of keeping the US economy open during COVID-19

scientific article published on 28 October 2020

Methods for Rapid Mobility Estimation to Support Outbreak Response

scientific article published on 01 January 2020

Models for COVID-19 Pandemic: A Comparative Analysis

scientific article published on 21 September 2020

Multimodeling approach to evaluating the efficacy of layering pharmaceutical and nonpharmaceutical interventions for influenza pandemics

scientific article published on 11 July 2023

Optimizing spatial allocation of seasonal influenza vaccine under temporal constraints

scientific article published on 16 September 2019

Recommended reporting items for epidemic forecasting and prediction research: The EPIFORGE 2020 guidelines

scientific article published in October 2021

Role of heterogeneity: National scale data-driven agent-based modeling for the US COVID-19 Scenario Modeling Hub

scientific article published in September 2024

Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design

preprint

Scenario design for infectious disease projections: Integrating concepts from decision analysis and experimental design

scholarly article published in June 2024

User modeling and usage profiling based on temporal posting behavior in OSNs

scientific article published in December 2018

Using Mobility Data to Understand and Forecast COVID19 Dynamics

scientific article published on 15 December 2020

Using Network Reliability to Understand International Food Trade Dynamics

scientific article published on 02 December 2018

List of works by Srinivasan Venkatramanan