Machine Learning
A sequence-to-sequence foundation model for RNA biophysics, and the core of Atomic AI's 3D structure prediction model.
How to run an experiment as efficiently as possible when there's no explicit penalty for exploration (or: the problem setting that gave the world Hyperband).
A project with the European Space Agency using deep learning to analyze data from (potentially chaotic) dynamical systems.
Computational Physics & Chemistry
Applying the variational method to estimate ground state properties of exotic molecules (or: why I learned Fortran77 in 2016).
Computer Vision & Robotics
A novel control scheme for simplifying the operation of a high degree of freedom robot arm that uses computer vision to define an intuitive, task-specific control manifold.
Algorithms & Games
My C++ Ataxx minimax search engine that won a graduate heuristic search course tournament (by being fast, and spending its time wisely in the tournament).