Prasanna Balaprakash

Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders

Romit Maulik, Bethany Lusch, Prasanna Balaprakash · Physics of Fluids · 2021 · 273 citations · Full text

Improvement strategies for the F-Race algorithm: sampling design and iterative refinement

Prasanna Balaprakash, Mauro Birattari, Thomas Stützle · Dépôt institutionnel de l'Université libre de Bruxelles (Université Libre de Bruxelles) · 2007 · 150 citations

Time-series learning of latent-space dynamics for reduced-order model closure

Romit Maulik, Arvind Mohan, Bethany Lusch et al. · Physica D Nonlinear Phenomena · 2020 · 124 citations · Full text

Latent Modeling, Time-series Learning, Nonlinear Time Series

DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks

Prasanna Balaprakash, Michael Salim, Thomas Uram et al. · 2018 · 118 citations

Deep Neural Networks, Engineering, Machine Learning +14

Autotuning in High-Performance Computing Applications

Prasanna Balaprakash, Jack Dongarra, Todd Gamblin et al. · Proceedings of the IEEE · 2018 · 114 citations · Full text

Engineering, Computer Architecture, Software Engineering +18