Prasanna Balaprakash

Author

Also Known As

Balaprakash Prasanna, Balaprakash, Prasanna, Dorian Arnold, Lu, Dan, Maiti, Tapabrata, Mandal, Anirban, P Balaprakash, P. Balaprakash, Prasanna Balaprakash

289

Publications

3.9K

Citations

H-Index

143

Concepts

All Affiliations

Argonne National Laboratory Oak Ridge National Laboratory Université Libre de Bruxelles University of Utah University of Chicago

About

Prasanna Balaprakash is an author at Argonne National Laboratory specializing in engineering, computer science, and computer engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	27	46	1.6K
2	Management	2	2	47
3	Natural Sciences	2	2	76
4	Business	1	1	27
5	Medicine	1	1	37

Prasanna Balaprakash

Publications

2.6K

Citations

H-Index

Page 1

	Year	Citations
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
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
Time-series learning of latent-space dynamics for reduced-order model closure Romit Maulik, Arvind Mohan, Bethany Lusch, Physica D Nonlinear Phenomena Latent ModelingTime-series LearningNonlinear Time Series	2020	124
DeepHyper: Asynchronous Hyperparameter Search for Deep Neural Networks Prasanna Balaprakash, Michael Salim, Thomas Uram, Deep Neural NetworksEngineeringMachine LearningData ScienceHyperparameter Estimation	2018	118
Autotuning in High-Performance Computing Applications Prasanna Balaprakash, Jack Dongarra, Todd Gamblin, Proceedings of the IEEE EngineeringComputer ArchitectureSoftware EngineeringSoftware AnalysisSearch Space	2018	114
A cross-study analysis of drug response prediction in cancer cell lines Fangfang Xia, Jonathan Allen, Prasanna Balaprakash, Briefings in Bioinformatics	2021	89
CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research Justin M. Wozniak, Rajeev Jain, Prasanna Balaprakash, BMC Bioinformatics	2018	84
Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems Alec J. Linot, J. W. Burby, Qi Tang, Journal of Computational Physics System DynamicNonlinear System IdentificationEngineeringSystems EngineeringDynamical Analysis	2022	69
Benchmarking Machine Learning Methods for Performance Modeling of Scientific Applications Preeti Malakar, Prasanna Balaprakash, Venkatram Vishwanath, Performance BenchmarkingEngineeringMachine LearningMachine Learning ToolSoftware Systems	2018	67
Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Swarm Intelligence Mathematical ProgrammingLocal SearchEngineeringLocal Search (Optimization)Intelligent Optimization	2009	63

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