4 papers
Multi-Objective Evolutionary Design of Molecules with Enhanced Nonlinear Optical Properties
Dominic Mashak, Jacob Schrum, S. A. Alexander
Nonlinear optical (NLO) materials are essential for many photonic, telecommunication, and laser technologies, yet discovering better NLO molecules is computationally challenging du…
CVT Archives and Chemical Embedding Measures for Multi-Objective Quality Diversity in Molecular Design
Dominic Mashak, Jacob Schrum
Nonlinear optical (NLO) materials are essential for photonic technologies, yet discovering optimal NLO molecules requires balancing multiple competing objectives across vast chemic…
Text-to-Level Diffusion Models With Various Text Encoders for Super Mario Bros
Jacob Schrum, Olivia Kilday, Emilio Salas +2
Recent research shows how diffusion models can unconditionally generate tile-based game levels, but use of diffusion models for text-to-level generation is underexplored. There are…
A Quality Diversity Approach to Evolving Model Rockets
Jacob Schrum, Cody Crosby
Model rocketry presents a design task accessible to undergraduates while remaining an interesting challenge. Allowing for variation in fins, nose cones, and body tubes presents a r…