Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders Publications Physics of Fluids
Accelerating the Generation of Static Coupling Injection Maps Using a Data-Driven Emulator Publications SAE WCX Digital Summit
Data-Driven Deep Learning Emulators for Geophysical Forecasting Publications International Conference on Computational Science ICCS 2021: Computational Science – ICCS 2021
Machine Learning-Enabled Prediction of Transient Injection Map In Automotive Injectors With Uncertainty Quantification Publications ASME 2021 Internal Combustion Engine Division Fall Technical Conference
Interpreting Write Performance of Supercomputer I/O Systems with Regression Models Publications 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
SYMBIOMON: A High-Performance, Composable Monitoring Service Publications 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC)
Wrong Way: Lessons Learned and Possibilities for Using the “Wrong” Programming Approach on Leadership Computing Facility Systems Events
Developing Patient-Centric Computational Models Using Personalized Fluid Simulations and Artificial Intelligence Events
