Research Papers

Papers

• Learning Differential Equations from Data, arXiv:2205.11483 (2022)
  DOI Link
• Multi-Variant COVID-19 Model with Heterogeneous Transmission Rates Using Deep Neural Networks, arXiv:2205.06834 (2022)
  DOI Link
• Data-Driven Deep-Learning Algorithm for Asymptomatic COVID-19 Model with Varying Mitigation Measures and Transmission Rate, Epidemiologia, 2021, 2(4), 471-489
  DOI Link
• Data-Driven Deep Learning Algorithms for Time-Varying Infection Rates of COVID-19 and Mitigation Measures, arXiv:2104.02603 (2021)
  DOI Link

Ph.D. Dissertation

• Data-Driven Deep Neural Networks for Epidemiological and Biochemical Models, Middle Tennessee State University, May 2022

Master's Thesis

• Solutions of Dynamic Equations on Time Scales with Jumps, Marshall University, May 2013