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Kiran Vaddi, Ph.D.
A postdoctoral researcher at UW Seattle
Faculty Application Package Overview
High-level overview of research, teaching, service, and vision as a faculty member.
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Posts
The Manifold Bandwagon
Published:
Off late I am observing a blatant misuse of the term manifold in the AI for materials science field. Trying to draw attention to this sloppiness.
Gausiann Process Are a (giant) Box of Functions
Published:
While GPs are heavily used in self-driving labs for materials science, someone starting in this field are bombarded with a bunch of unnecessary probability and kernel math. They’re just a giant boxes of functions we can draw from.
A Case for AI-ready Materials Representation from Experiments
Published:
We favor computational representations of materials over experimental signals like scattering and spectroscopy, widening the sim-to-real gap.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
talks
teaching
Mentoring DIRECT Capstone Project
DIRECT Capstone UW, University of Washington, Chemical Engineering, 2021
I mentored a group of 5 students from the Materials Science and Engineering department for the DIRECT-CAPSTONE project at UW. I have made the following (hand written) notes for them to provide a prime on Riemannian geometry and PCA. I believe these are written to be as intuitive as possible and would be thrilled some of you find them useful as well.
Design of Experiments (CHEME B 599)
Graduate level course, University of Washington, Chemical Engineering, 2023
I will be teaching a new course on Design of Experiments in the Department of Chemical Engineering in the winter quarter.