Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Automatically discovering ordinary differential equations from data with sparse regression
Published in Communications Physics, 2024
Developed ARGOS methodology combining denoising techniques, sparse regression, and bootstrap confidence intervals to automatically discover dynamical systems from noisy data.
Recommended citation: Egan, K., Li, W. & Carvalho, R. (2024). "Automatically discovering ordinary differential equations from data with sparse regression." Communications Physics. 7, 20.
Download Paper
talks
Discovering Governing Equations from Data using Sparse Regression
Published:
Presented work on sparse regression methods for system identification at the Society for Industrial and Applied Mathematics conferences.
Discovering Governing Equations from Data using Sparse Regression
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Presented work on sparse regression methods for discovering ordinary differential equations from time-series data at the American Statistical Association conferences.
Leveraging Physics-Informed Neural Networks for 4D-Variational Data Assimilation
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Presented research on physics-informed neural networks for 4D-Var data assimilation in marine ecosystem modeling.
Building a Physics-Informed Neural Network for NPZ Modeling
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Workshop presentation on developing physics-informed neural networks for NPZ ecosystem dynamics.
teaching
Elementary Summer School Math Teacher
Instructor, Susan H. Hagen Center, 2014
Taught mathematics to elementary students in summer enrichment program.
Elementary School Teaching Assistant
Teaching Assistant, Wittenberg University, 2015
Assisted with elementary school mathematics instruction.
Math Workshop Tutor
Tutoring, Wittenberg University, 2016
Provided individual and group tutoring support for undergraduate mathematics courses.
Language and Culture Assistant
Teaching, IES Angel Correa, Madrid, Spain, 2016
Assisted with English language instruction and cultural exchange programs.