Applications of machine learning and topological data analysis in parameter estimation and developing surrogate models for agent-based models
Talk, Theoretical and Biological Division Seminar, Los Alamos National Laboratory, Los Alamos, NM, USA
Talks and presentations
Model-form error correction using universal differential equations for an agent-based model of infectious disease
Talk, SIAM Conference on Computational Science and Engineering (CSE25), Fort Worth, TX, USA
Mathematical Modeling of Multicellular Tumor Spheroids Quantifies Inter-Patient and Intra-Tumor Heterogeneity
Talk, The Triangle Area Graduate Mathematics Conference, Chapel Hill, NC, USA
Quantifying fluidization patterns in mesenchymal cell populations using topological data analysis and agent-based modeling
Poster, Emerging Directions Workshop, National Institute for Theory and Mathematics in Biology, Chicago, IL, USA
Quantifying fluidization patterns in mesenchymal cell populations using topological data analysis and agent-based modeling
Poster, Predictive Modeling in Biology and Medicine Conference, Riverside, CA, USA
Leveraging topological data analysis for parameter estimation of an agent-based model
Poster, Triangle Computational and Applied Mathematics Symposium, Durham, NC, USA
Leveraging topological data analysis for parameter estimation of an agent-based model
Lighting talk, Triangle Computational and Applied Mathematics Symposium, Durham, NC, USA
Quantifying fluidization patterns in mesenchymal cell populations using topological data analysis and agent-based modeling
Talk, The Triangle Area Graduate Mathematics Conference, Raleigh, NC, USA
Leveraging topological data analysis for parameter estimation of an agent-based model of collective motion
Talk, 10th International Congress on Industrial and Applied Mathematics, Tokyo, Japan
Estimation of parameter distributions for reaction-diffusion equations with competition using aggregate spatiotemporal data
Poster, 10th International Congress on Industrial and Applied Mathematics, Tokyo, Japan
A mathematical model for binding kinetics of binary mixtures of monoclonal antibodies interacting with antigen presenting multiple epitopes
Poster, 18th Annual Duke Center for AIDS Research Virtual Fall Scientific Retreat, Durham, NC, USA
Bivalent analyte binding model fitting for high throughput kinetics data of HIV mAb-antigen interaction
Talk, 17th Annual Duke Center for AIDS Research Virtual Fall Scientific Retreat, Durham, NC, USA