26 citations · 44 across the 13 of their papers we have counts for
14 papers
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…
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…
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…
Evolving Flying Machines in Minecraft Using Quality Diversity
Alejandro Medina, Melanie Richey, Mark Mueller +1
Minecraft is a great testbed for human creativity that has inspired the design of various structures and even functioning machines, including flying machines. EvoCraft is an API fo…
Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations
Jacob Schrum, Benjamin Capps, Kirby Steckel +2
Generative Adversarial Networks (GANs) are a powerful indirect genotype-to-phenotype mapping for evolutionary search. Much previous work applying GANs to level generation focuses o…