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

The international journal of high performance computing applications, 2023-01, Vol.37 (1), p.4-27

2023

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Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey

Epidemics, 2024-12, Vol.49, p.100793, Article 100793

2024

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Data-driven mechanistic framework with stratified immunity and effective transmissibility for COVID-19 scenario projections

Epidemics, 2024-06, Vol.47, p.100761-100761, Article 100761

2024

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Mathematical Models for COVID-19 Pandemic: A Comparative Analysis

Journal of the Indian Institute of Science, 2020, Vol.100 (4), p.793-807

2020

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

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2022-06, Vol.36 (11), p.12191-12199

2022

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Wavelet-Based Reconstruction for Unlimited Sampling

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.4584-4588

2018

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Nonlinear Multi-scale Super-resolution Using Deep Learning

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.3182-3186

2019

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Coupled models of genomic surveillance and evolving pandemics with applications for timely public health interventions

Proceedings of the National Academy of Sciences - PNAS, 2023-11, Vol.120 (48), p.e2305227120-e2305227120

2023

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Data-Driven Modeling for Different Stages of Pandemic Response

Journal of the Indian Institute of Science, 2020-10, Vol.100 (4), p.901-915

2020

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

ACM transactions on spatial algorithms and systems, 2022-12, Vol.8 (4), p.1-51, Article 26

2022

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Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

PLoS medicine, 2024-04, Vol.21 (4), p.e1004387

2024

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Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

eLife, 2022-06, Vol.11

2022

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Epoch Estimation from a Speech Signal Using Gammatone Wavelets in a Scattering Network

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.7364-7368

2020

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Informing University Covid-19 Decisions Using Simple Compartmental Models

2021 Winter Simulation Conference (WSC), 2021, p.1-12

2021

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Auditory-motivated Gammatone wavelet transform

Signal processing, 2014-01, Vol.94, p.608-619

2014

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Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021

MMWR. Morbidity and mortality weekly report, 2021-05, Vol.70 (19), p.719-724

2021

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Gammatone wavelet Cepstral Coefficients for robust speech recognition

2013 IEEE International Conference of IEEE Region 10 (TENCON 2013), 2013, p.1-4

2013

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Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model study

Lancet Regional Health - Americas (Online), 2023-01, Vol.17, p.100398-100398, Article 100398

2023

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Controlled blurring for improving image reconstruction quality in flutter-shutter acquisition

2014 IEEE International Conference on Image Processing (ICIP), 2014, p.5826-5830

2014

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Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model studyResearch in context

Lancet Regional Health - Americas (Online), 2023-01, Vol.17, p.100398

2023

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Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting

2020 IEEE International Conference on Big Data (Big Data), 2020, p.3846-3855

2020

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

Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, 2021, p.2505-2513

2021

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Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2023-06, Vol.37 (13), p.15647-15653

2023

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Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources

2022 IEEE International Conference on Big Data (Big Data), 2022, p.1594-1603

2022

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An alternating ℓp - ℓ2 projections algorithm (ALPA) for speech modeling using sparsity constraints

2014 19th International Conference on Digital Signal Processing, 2014, p.291-296

2014

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

Wastewater-based epidemiology for COVID-19 surveillance and beyond: A survey

Data-driven mechanistic framework with stratified immunity and effective transmissibility for COVID-19 scenario projections

Mathematical Models for COVID-19 Pandemic: A Comparative Analysis

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

Wavelet-Based Reconstruction for Unlimited Sampling

Nonlinear Multi-scale Super-resolution Using Deep Learning

Coupled models of genomic surveillance and evolving pandemics with applications for timely public health interventions

Data-Driven Modeling for Different Stages of Pandemic Response

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

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

Projected resurgence of COVID-19 in the United States in July-December 2021 resulting from the increased transmissibility of the Delta variant and faltering vaccination

Epoch Estimation from a Speech Signal Using Gammatone Wavelets in a Scattering Network

Informing University Covid-19 Decisions Using Simple Compartmental Models

Auditory-motivated Gammatone wavelet transform

Modeling of Future COVID-19 Cases, Hospitalizations, and Deaths, by Vaccination Rates and Nonpharmaceutical Intervention Scenarios - United States, April-September 2021

Gammatone wavelet Cepstral Coefficients for robust speech recognition

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model study

Controlled blurring for improving image reconstruction quality in flutter-shutter acquisition

Impact of SARS-CoV-2 vaccination of children ages 5–11 years on COVID-19 disease burden and resilience to new variants in the United States, November 2021–March 2022: a multi-model studyResearch in context

Examining Deep Learning Models with Multiple Data Sources for COVID-19 Forecasting

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

Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts

Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources

An alternating ℓp - ℓ2 projections algorithm (ALPA) for speech modeling using sparsity constraints

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