Scott Howland

TopTemp: Parsing Precipitate Structure from Temper Topology

Keerti Kappagantula, Lara Kassab, T. Emerson, 2022, ArXiv.

Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned

M. Glenski, Ellyn Ayton, Robin Cosbey, 2022, BIGSCIENCE.

Few-Shot Learning with Metric-Agnostic Conditional Embeddings pdf

Artëm Yankov, Courtney Corley, Lawrence Phillips, 2018, ArXiv.

Recursive Decoding: A Situated Cognition Approach to Compositional Generation in Grounded Language Understanding

Lauren A. Phillips, Matthew Setzler, Scott Howland, 2022, ArXiv.

One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations pdf

Elliott Skomski, Henry Kvinge, Nico Courts, 2021, ArXiv.

Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Toward ML-Assisted Advanced Manufacturing

Lara Kassab, T. Emerson, Henry Kvinge, 2023, Integrating Materials and Manufacturing Innovation.

A Topological-Framework to Improve Analysis of Machine Learning Model Performance pdf

Luke J. Gosink, Xiaolong Ma, Elizabeth Jurrus, 2021, ArXiv.