A Large Language Model Agent for Autonomous Inverse Metamaterial Design
Publication
, Conference
Padilla, WJ; Lu, D; Malof, JM
Published in: International Conference on Metamaterials Photonic Crystals and Plasmonics
January 1, 2025
An agentic framework consists of large language models coordinating the completion of complex tasks and have recently shown novel results. We propose and demonstrate an agentic system capable of the inverse design of a material which achieves a desired spectra. The future of this rapidly growing field is discussed.
Duke Scholars
Published In
International Conference on Metamaterials Photonic Crystals and Plasmonics
EISSN
2429-1390
Publication Date
January 1, 2025
Start / End Page
123
Citation
APA
Chicago
ICMJE
MLA
NLM
Padilla, W. J., Lu, D., & Malof, J. M. (2025). A Large Language Model Agent for Autonomous Inverse Metamaterial Design. In International Conference on Metamaterials Photonic Crystals and Plasmonics (p. 123).
Padilla, W. J., D. Lu, and J. M. Malof. “A Large Language Model Agent for Autonomous Inverse Metamaterial Design.” In International Conference on Metamaterials Photonic Crystals and Plasmonics, 123, 2025.
Padilla WJ, Lu D, Malof JM. A Large Language Model Agent for Autonomous Inverse Metamaterial Design. In: International Conference on Metamaterials Photonic Crystals and Plasmonics. 2025. p. 123.
Padilla, W. J., et al. “A Large Language Model Agent for Autonomous Inverse Metamaterial Design.” International Conference on Metamaterials Photonic Crystals and Plasmonics, 2025, p. 123.
Padilla WJ, Lu D, Malof JM. A Large Language Model Agent for Autonomous Inverse Metamaterial Design. International Conference on Metamaterials Photonic Crystals and Plasmonics. 2025. p. 123.
Published In
International Conference on Metamaterials Photonic Crystals and Plasmonics
EISSN
2429-1390
Publication Date
January 1, 2025
Start / End Page
123