2025

• Constrained free energy minimization for the design of thermal states and stabilizer thermodynamic systems papers
• Clair Obscur - Expedition 33 blog
• Poverty, By America - Matthew Desmond blog
• Hello, World blog

2024

• Efficacious qubit mappings for quantum simulations of the \(^{12}C\) rotational band papers
• Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments fred_papers
• Apple Intelligence Foundation Language Models fred_papers
• Quantum Algorithms for Realizing Symmetric, Asymmetric, and Antisymmetric Projectors papers
• Biscuit: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks fred_papers
• Logarithmic-Depth Quantum Circuits for Hamming Weight Projections papers
• Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences fred_papers
• Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference fred_papers
• Neutron-nucleus dynamics simulations for quantum computers papers

2023

• QSlack: A slack-variable approach for variational quantum semi-definite programming papers
• Dual-VQE: A quantum algorithm to lower bound the ground-state energy papers
• Quantum Computational Complexity and Symmetry papers
• WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings fred_papers
• Collaborative Machine Learning Model Building with Families Using Co-ML fred_papers
• Angler: Helping Machine Translation Practitioners Prioritize Model Improvements fred_papers
• Schrödinger as a Quantum Programmer: Estimating Entanglement via Steering papers
• Designing Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation fred_papers

2022

• Symphony: Composing Interactive Interfaces for Machine Learning fred_papers
• Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels fred_papers

2021

• NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks fred_papers
• Estimating Distinguishability Measures on Quantum Computers papers
• Testing Symmetry on Quantum Computers papers

2020

• September 2020 Jams monthly-music
• Communicating with Interactive Articles fred_papers
• CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization fred_papers
• Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks fred_papers
• August 2020 Jams monthly-music
• mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks fred_papers
• July 2020 Jams monthly-music
• June 2020 Jams monthly-music
• Open Quantum Systems and Quantum Error Correction projects
• May 2020 Jams monthly-music
• April 2020 Jams monthly-music
• Understanding and Visualizing Data Iteration in Machine Learning fred_papers
• The Future of Notebook Programming Is Fluid fred_papers
• March 2020 Jams monthly-music
• February 2020 Jams monthly-music
• January 2020 Jams monthly-music
• CNN 101: Interactive Visual Learning for Convolutional Neural Networks fred_papers
• Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning fred_papers

2019

• December 2019 Jams monthly-music
• Relative Entropy and Catalytic Relative Majorization papers
• November 2019 Jams monthly-music
• October 2019 Jams monthly-music
• Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations fred_papers
• FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning fred_papers
• TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning fred_papers
• ElectroLens: Understanding Atomistic Simulations through Spatially-resolved Visualization of High-dimensional Features fred_papers
• Launching the Parametric Press fred_papers
• September 2019 Jams monthly-music
• August 2019 Jams monthly-music
• July 2019 Jams monthly-music
• June 2019 Jams monthly-music
• May 2019 Jams monthly-music
• Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models fred_papers
• Managing Messes in Computational Notebooks fred_papers
• April 2019 Jams monthly-music
• Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation fred_papers
• NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions fred_papers
• March 2019 Jams monthly-music
• Atlas: Local Graph Exploration in a Global Context fred_papers
• February 2019 Jams monthly-music
• January 2019 Jams monthly-music

2018

• December 2018 Jams monthly-music
• Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure fred_papers
• November 2018 Jams monthly-music
• Universality in Distribution of Monogamy Scores for Random Multiqubit Pure States papers
• October 2018 Jams monthly-music
• Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers fred_papers
• The Beginner's Guide to Dimensionality Reduction fred_papers
• September 2018 Jams monthly-music
• August 2018 Jams monthly-music
• Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression fred_papers
• Compression to the Rescue: Defending from Adversarial Attacks Across Modalities fred_papers
• July 2018 Jams monthly-music
• June 2018 Jams monthly-music
• Interactive Classification for Deep Learning Interpretation fred_papers
• May 2018 Jams monthly-music
• April 2018 Jams monthly-music
• March 2018 Jams monthly-music
• February 2018 Jams monthly-music
• January 2018 Jams monthly-music

2017

• December 2017 Jams monthly-music
• November 2017 Jams monthly-music
• October 2017 Jams monthly-music
• VIGOR: Interactive Visual Exploration of Graph Query Results fred_papers
• 3D Exploration of Graph Layers via Vertex Cloning fred_papers
• A Viz of Ice and Fire: Exploring Entertainment Video Using Color and Dialogue fred_papers
• September 2017 Jams monthly-music
• A Deep Learning Approach for Population Estimation from Satellite Imagery fred_papers
• mHealth Visual Discovery Dashboard fred_papers
• August 2017 Jams monthly-music
• July 2017 Jams monthly-music
• June 2017 Jams monthly-music
• May 2017 Jams monthly-music
• Visual Graph Query Construction and Refinement fred_papers
• ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation fred_papers
• Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression fred_papers
• April 2017 Jams monthly-music
• Personal Informatics: Health Easel projects
• March 2017 Jams monthly-music
• Feburary 2017 Jams monthly-music
• January 2017 Jams monthly-music

2016

• 2016 Year In Review fred_blog
• A Viz of Ice and Fire projects
• December 2016 Jams monthly-music
• November 2016 Jams monthly-music
• October 2016 Jams monthly-music
• September 2016 Jams monthly-music
• Pacific Northwest Summer Photos fred_blog
• August 2016 Jams monthly-music
• July 2016 Jams monthly-music
• June 2016 Jams monthly-music
• Summer Internship at PNNL fred_blog
• Ph.D. Year I: The Switch fred_blog
• May 2016 Jams monthly-music
• April 2016 Jams monthly-music
• Modeling of Pedestrian Traffic Around Bobby-Dodd Stadium projects
• March 2016 Jams monthly-music
• February 2016 Jams monthly-music
• Journaling in Graduate School fred_blog
• Materials Informatics: Grain Growth projects
• January 2016 Jams monthly-music

2015

• 2015 Year In Review fred_blog
• December 2015 Jams monthly-music
• November 2015 Jams monthly-music
• October 2015 Jams monthly-music
• 3D Printing in Topology fred_blog
• Georgia Tech Gigabit Internet fred_blog
• September 2015 Jams monthly-music
• GT CSE 10 Year Anniversary fred_blog
• August 2015 Jams monthly-music
• July 2015 Jams monthly-music
• June 2015 Jams monthly-music
• UGA Undergrad Course Projects projects
• 3D Printing the Trefoil Knot and its Pages projects
• May 2015 Jams monthly-music
• April 2015 Jams monthly-music
• March 2015 Jams monthly-music
• February 2015 Jams monthly-music
• January 2015 Jams monthly-music

2014

• UGA Keychain projects
• Cube Decomposition Trophy projects
• Mathematics & Computational Science REU projects
• The Effect of Numerical Parameters on Eddies in Oceanic Overflows: A Laboratory and Numerical Study fred_papers
• Experimental and Numerical Comparison of Oceanic Overflow fred_papers

2013

• Raspberry Pi Case projects

2012

• Road Bike Restoration projects