Online Knowledge Portal

To share the findings of our initiative with the broader public, this portal will be regularly updated with communication briefings, white papers, and a sample of scientific publications.

Theme #1: Modeling Pandemic Potential for Disease Surveillance 

Policy Brief Workshop #1
Workshop 1 White Paper
Thematic Committee 1: January 2023 Briefing
Thematic Committee 1: April 2023 Briefing
Thematic Committee 1: July 2023 Briefing
Thematic Committee 1: October 2023 Briefing

Virtual Town Hall #1

Representative Publications & Preprints

Unlocking the Potential of Public Datasets: Wastewater-Based Epidemiological Forecasting During COVID-19
An Epidemic Model for Multi-Intervention Outbreaks

Theme #2: Modeling the Impact of Intervention Policies for Disease Prediction

Policy Brief Workshop #2
Workshop 2 White Paper
Thematic Committee 2: January 2023 Briefing
Thematic Committee 2: April 2023 Briefing
Thematic Committee 2: July 2023 Briefing
Thematic Committee 2: October 2023 Briefing

Virtual Town Hall #2

Representative Publications & Preprints

Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
Risk-Based Ring Vaccination: A Strategy for Pandemic Control and Vaccine Allocation

Theme #3: Modeling Intervention Acceptance for Disease Mitigation

Policy Brief Workshop #3
Workshop 3 White Paper
Thematic Committee 3: January 2023 Briefing
Thematic Committee 3: April 2023 Briefing
Thematic Committee 3: July 2023 Briefing
Thematic Committee 3: October 2023 Briefing

Virtual Town Hall #3

Representative Publications & Preprints

Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark
Classification Performance Thresholds for BERT-Based Models on COVID-19 Twitter Misinformation