3 papers
cs.CV2025
Improved Wildfire Spread Prediction with Time-Series Data and the WSTS+ Benchmark
Saad Lahrichi, Jake Bova, Jesse Johnson +1
Recent research has demonstrated the potential of deep neural networks (DNNs) to accurately predict wildfire spread on a given day based upon high-dimensional explanatory data from…
cs.AI2025
An Agentic Framework for Autonomous Metamaterial Modeling and Inverse Design
Darui Lu, Jordan M. Malof, Willie J. Padilla
Recent significant advances in integrating multiple Large Language Model (LLM) systems have enabled Agentic Frameworks capable of performing complex tasks autonomously, including n…
physics.optics2025
Learning Electromagnetic Metamaterial Physics With ChatGPT
Darui Lu, Yang Deng, Jordan M. Malof +1
Large language models (LLMs) such as ChatGPT, Gemini, LlaMa, and Claude are trained on massive quantities of text parsed from the internet and have shown a remarkable ability to re…