William Duncan

William Duncan Email and Phone Number

Mathematical Modeler at Immunetrics | PhD Duke University @ Immunetrics
pittsburgh, pennsylvania, united states
William Duncan's Location
Durham, North Carolina, United States, United States
William Duncan's Contact Details

William Duncan work email

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About William Duncan

During my academic career as a mathematical biologist I have both built models of biological systems and developed mathematical tools to better understand properties of these models. Applied work includes:- Developing a model for serotonin metabolism, which was used to better understand the role of histamine in depression. - Extending a model for lipid metabolism to study nonalcoholic fatty liver disease. This work was done during an internship in the quantitative systems pharmacology group at Pfizer. Theoretical work includes:- Showing that efficient computations for a class of Boolean-like models can be rigorously extended to a broader class of smooth differential equations.- Studying how the topology of a network constrains or contributes to a network's dynamics. Skills:Programming | Matlab, Python, Git, Computer Algebra Systems (Maple and Mathematica).Modeling | Parameter Fitting/Sensitivity/Identifiability, Population Modeling, Uncertainty Quantification, Data Assimilation, Emulation, Numerical Continuation. Math | ODE/PDE, Linear Algebra, Analysis, Scientific Computing, Calculus, Graph Theory, Probability and Statistics, Bayesian Inference, Singular Perturbation Theory, Asymptotics

William Duncan's Current Company Details
Immunetrics

Immunetrics

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Mathematical Modeler at Immunetrics | PhD Duke University
pittsburgh, pennsylvania, united states
Website:
immunetrics.com
Employees:
18
William Duncan Work Experience Details
  • Immunetrics
    Mathematical Modeler
    Immunetrics Aug 2022 - Present
    Develop quantitative systems pharmacology models for clinical trial predictions.
  • Montana State University-Bozeman
    Postdoctoral Researcher
    Montana State University-Bozeman Jul 2020 - Jun 2022
    Bozeman
    - Worked in Tomas Gedeon's lab where we study and apply a novel modeling framework for network dynamics, especially in the context of biological systems. - Used singular perturbation and bifurcation theory to show efficient computations for Boolean-like network systems can be extended to a broad class of differential equations. - Characterized a relationship between positive loops in a network and the network's equilibria.
  • Duke University
    Mathematics Instructor
    Duke University Aug 2017 - Dec 2019
    Durham, North Carolina, United States
    - Taught two semesters of calculus 1 and one semester of calculus 2 with class sizes ranging from 18 to 27. - Prepared lecture notes, homework, midterms, and collaboratively wrote the final exams.
  • Pfizer
    Quantitative Systems Pharmacologist Intern
    Pfizer May 2019 - Aug 2019
    Cambridge, Massachusetts, United States
    - Extended a Matlab implemented differential equation model for lipid metabolism to study nonalcoholic fatty liver disease. The extended model was able to handle new types of data and make predictions at a finer time scale.

William Duncan Education Details

Frequently Asked Questions about William Duncan

What company does William Duncan work for?

William Duncan works for Immunetrics

What is William Duncan's role at the current company?

William Duncan's current role is Mathematical Modeler at Immunetrics | PhD Duke University.

What is William Duncan's email address?

William Duncan's email address is wi****@****ana.edu

What schools did William Duncan attend?

William Duncan attended Duke University, Carnegie Mellon University.

Who are William Duncan's colleagues?

William Duncan's colleagues are Brian Rossi.

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