R. Lily Hu

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Machine Learning

Mathematical Programming

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

John Burge, Matthew R. Bonanni, R. Lily Hu, Matthias Ihme
Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved Wildfire Spread Behavior. CoRR (2022)
Damien Pierce, R. Lily Hu, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example. CoRR (2022)
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
Next Day Wildfire Spread: A Machine Learning Dataset to Predict Wildfire Spreading From Remote-Sensing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
R. Lily Hu, Damien Pierce, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
Accelerating physics simulations with tensor processing units: An inundation modeling example. Int. J. High Perform. Comput. Appl. 36 (4) (2022)
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data. CoRR (2021)
Alice M. Agogino, Hae Young Jang, Vivek Rao, Ritik Batra, Felicity Liao, Rohan Sood, Irving Fang, R. Lily Hu, Emerson Shoichet-Bartus, John Matranga
Dynamic Placement of Rapidly Deployable Mobile Sensor Robots Using Machine Learning and Expected Value of Information. CoRR (2021)
R. Lily Hu, Ryan Skorupski, Robert Entriken, Yinyu Ye
A Mathematical Programming Formulation for Optimal Load Shifting of Electricity Demand for the Smart Grid. IEEE Trans. Big Data 6 (4) (2020)
Fantine Huot, R. Lily Hu, Matthias Ihme, Qing Wang, John Burge, Tianjian Lu, Jason Hickey, Yi-Fan Chen, John R. Anderson
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data. CoRR (2020)
John Burge, Matthew Bonanni, Matthias Ihme, R. Lily Hu
Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics. CoRR (2020)
R. Lily Hu, Jeremy Karnowski, Ross Fadely, Jean-Patrick Pommier
Image Segmentation to Distinguish Between Overlapping Human Chromosomes. CoRR (2017)
Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos, Costas J. Spanos, Alice M. Agogino
Diagnosing wind turbine faults using machine learning techniques applied to operational data. ICPHM (2016)
R. Lily Hu, Kevin Leahy, Ioannis C. Konstantakopoulos, David M. Auslander, Costas J. Spanos, Alice M. Agogino
Using Domain Knowledge Features for Wind Turbine Diagnostics. ICMLA (2016)