Sharmila Karumuri

1. Physics-Informed Latent Neural Operator for Real-time Predictions of time-dependent parametric PDEs
   2025/01/14 by Sharmila Karumuri, Karumuri, Sharmila, Lori Graham‐Brady +3 · 4 citations
   Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
2. Efficient Training of Deep Neural Operator Networks via Randomized Sampling
   2024/09/20 by Sharmila Karumuri, Karumuri, Sharmila, Lori Graham‐Brady +3 · 2 citations
   Computer Science · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Statistics and Probability (physics.data-an)