# David Bindel

## Associate Professor of

Computer Science

### Director, Center for Applied Math

### Associate Dean of DEI,

Cornell Ann S. Bowers College of Computing and Information Sciences

CS,
applied math,
math,
civil engineering, and
CSE,
and
data science.

Confusing rabbits since 2003.

Short bio.

425 Gates Hall

Dept of Computer Science

Cornell University

Ithaca, NY 14853-5169

(or Zoom)

OH: Mon, 2:30-4:00, Fri, 12:30-1:30 and 2:00-3:00, By appointment

Scheduler link

bindel@cornell.edu

## Research highlights

#### Optimizing stellarators

Advancing magnetic confinement fusion through optimization and hidden symmetries.

#### Nonlinear waves in resonant MEMS

Seeking solid-wave solitons in resonant MEMS

#### Kernel methods

Theory and scalable algorithms for kernel-based function approximation.

#### Parallel surrogate optimization

Asynchronous parallel algorithms for finding minima fast by fitting functions to surrogate models.

#### Spectral network analysis

Fast spectral tools for graph structure.

## Teaching highlights

#### Numerical Methods for Data Science

Revisiting numerical methods teaching for modern data science applications.

## Currently teaching

#### Numerical Methods for Data Science (CS 6241)

TR 2:45-4:00.

Discussion of numerical methods in the context of machine learning and data analysis problems. We will discuss sparsity, rank structure, and spectral behavior of underlying linear algebra problems; convergence behavior and implicit regularization for standard solvers; and comparisons between numerical methods in data analysis and those used in physical simulations.

#### SCAN Seminar (CS/MATH 7290)

Ongoing. M 1:25-2:15.

The Scientific Computing and Numerics seminar series focuses on various methods in scientific computing, the analysis of convergence properties and computational efficiency, and their adaptation to specific applications.

#### Projects (CS [45]999)

See my list of projects!

If nothing on the list appeals but you think you’d like to work with me on something, come knock on my door. I don’t bite.