Owen Dugan

According to our database, Owen Dugan authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics.

Andrew Ma, Owen Dugan, Marin Soljacic

CoRR, January, 2025

2024

OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step.

Owen Dugan, Donato Jiménez-Benetó, Charlotte Loh, Zhuo Chen, Rumen Dangovski, Marin Soljacic

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation.

Zhuo Chen, Rumen Dangovski, Charlotte Loh, Owen Dugan, Di Luo, Marin Soljacic

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Q-Flow: Generative Modeling for Differential Equations of Open Quantum Dynamics with Normalizing Flows.

Owen M. Dugan, Peter Y. Lu, Rumen Dangovski, Di Luo, Marin Soljacic

Proceedings of the International Conference on Machine Learning, 2023

2022

AI-Assisted Discovery of Quantitative and Formal Models in Social Science.

Julia Balla, Sihao Huang, Owen Dugan, Rumen Dangovski, Marin Soljacic

CoRR, 2022