My Portfolio

Neural Network Solution Bundles

Learning families of solutions to differential equations using deep neural networks for efficient parallel evaluation.

Imaginary-Time Time-Dependent Density Functional Theory

Extending TDDFT to imaginary time as a novel approach to reliably finding the ground state of quantum systems.

3D Pose Reconstruction

From a single picture of a person, this application creates a three-dimensional figure with the same pose.

The Blog

Semantic Similarity Using Sentence Transformers

Mar 25, 2023   |   15 min read   |   technical

Sentence transformers help us identify similar sentences based on their content, topic, and implicit meaning. In this post we compare BERT and all-mpnet-base-v2, a sentence transformer that is much better suited for producing sentence embeddings that can be compared using cosine similarity.

LeetCode Trees

Mar 27, 2022   |   3 min read   |   technical

A package to provide a convenient way to manually input binary trees using LeetCode's level order traversal with None-path-termination serialization format. Also, a function to print binary trees to the terminal as ASCII characters.