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 · 289 citations · Full text

Natural Sciences, Mathematics, Physics +17

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 · 151 citations

Computing, Computer Engineering, Computer Science +12

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 · 126 citations · Full text

Engineering, Mathematics, Dynamical Systems +15

DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks

Prasanna Balaprakash, Michael Salim, Thomas Uram et al. · 2018 · 120 citations

Computing, Computer Science, High-performance Computing +16

Autotuning in High-Performance Computing Applications

Prasanna Balaprakash, Jack Dongarra, Todd Gamblin et al. · Proceedings of the IEEE · 2018 · 117 citations · Full text

Computing, Computer Science, High-performance Computing +16