I am looking for extraordinary postdocs. I value originality, independence, leadership, collegiality, and genuine passion for science. We have three (not mutually exclusive) areas available:
- Postdoc specializing in cryo-electron microscopy (cryo-EM) applications for applicants with experience and professional goals in this area.
- Data Science theory and application.
- Inference Algorithms and Numerical Analysis
For your convenience, you do not have to choose between these! You can simply apply: https://www.mathjobs.org/jobs/YaleU/POSTDOC. You can also contact me with any questions at postdocs(at)(my first name).(my last name).name (like this website’s domain).
Candidates who may also qualify for a Gibbs Assistant Professor position (NTT) are encouraged to apply at https://www.mathjobs.org/jobs/Yale/GAP1 . You are welcome to apply to both positions. Gibbs Assistant Professor positions are not restricted to candidates with a PhD in Mathematics or Applied Mathematics.
We are looking for postdocs with experience in cryo-EM and in developing scalable research software who are interested in developing algorithms that explore new perspectives on signal processing, Bayesian inference, variational inference and deep learning in cryo-EM (theory and applications).
Data Science and Related Areas
The successful applicant will be involved in cryo-EM-motivated theoretical and algorithmic projects and in other projects.
I am interested in various problems in applied harmonic analysis, the structure of data, deep learning, inference and numerical analysis. Let’s discuss the problems in which we are both interested.
Inference Algorithms and Numerical Analysis
I am interested in algorithms for improving high dimensional inferences, including developing MCMC and HMC algorithms and variational inference algorithms (see recent work on MCMC and density estimation to get an idea).
I am also interested in numerical algorithms related families of special functions that are particularly good basis functions for certain problems (see work on Prolates and the Laplace transform to get an idea).
Office Hours For Prospective Postdocs:
Next office hours: November 15nd, at 3pm EST
Password: [type my first name]
Office hours are subject to change. Please check a day before.
Additional information about what we do can be found here.
Additional information about what we do in cryo-EM can be found here (being updated), and in these recent talks:
- NYC Computational Cryo-EM Summer Workshop, August 2019
- Computational Harmonic Analysis and Data Science, October 2019
You might want to check out:
- An online seminar series that I co-organize https://cryoem.world/
- The Department of Statistics and Data Science http://sds.yale.edu
- The Program in Applied Mathematics https://applied.math.yale.edu/
- The Department of Mathematics https://math.yale.edu/
- The Institute of Quantitative Biology: https://qbio.yale.edu/
The science is the most important thing in your postdoc. You can find more information about my interests on my website, and I encourage you to look up additional faculty in your areas of interest at Yale.
We try to create an environment where you can do the best science, and enjoy doing it. Postdocs can be affiliated with the Department of Statistics and Data Science, the Program in Applied Mathematics, and the Institute of Quantitative Biology (QBio), and we encourage postdocs to explore opportunities to interact with these departments and other departments. QBio is a new institute which provides some of the opportunities for interaction. Below, you will find some additional information about some of the physical locations and opportunities in QBIO.
When there is no active pandemic, I tend to spend time at the Department of Statistics and Data Science and at QBio. It’s a short walk along Hillhouse Avenue from one to the other. Statistics and Data Science and Mathematics are moving to the Kline Tower, right next to QBio.