Bethany Lusch

Cited by

	All	Since 2018
Citations	2179	2157
h-index	14	13
i10-index	17	17

660

330

165

495

201720182019202020212022202315 21 88 281 521 659 582

Public access

View all

21 articles

1 article

available

not available

Based on funding mandates

Co-authors

J. Nathan KutzProfessor of Applied Mathematics & Electrical and Computer EngineeringVerified email at uw.edu
Steven L. BruntonProfessor, University of WashingtonVerified email at uw.edu
Prasanna BalaprakashDirector of AI Programs and Distinguished R&D Staff Scientist, Oak Ridge National LaboratoryVerified email at ornl.gov
Saumil PatelAssistant Computational Scientist, Argonne National LaboratoryVerified email at anl.gov
Elise JenningsIBM ResearchVerified email at ibm.com
Sandeep MadireddyMathematics and Computer Science Division, Argonne National LaboratoryVerified email at mcs.anl.gov
Gina M. MagnottiSenior Research Scientist, Argonne National LaboratoryVerified email at anl.gov
Roberto TorelliSenior Research Scientist, Ph.D - Argonne National LaboratoryVerified email at anl.gov
Arvind T. MohanScientist, Computational Physics and Methods Group, Los Alamos National LaboratoryVerified email at lanl.gov
Daniel LivescuScientist, Los Alamos National LaboratoryVerified email at lanl.gov
Vishwas RaoArgonne National LaboratoryVerified email at mcs.anl.gov
Petro Junior MilanPhD, SambaNova Systems, Georgia TechVerified email at gatech.edu
Romain EgeleArgonne National Laboratory and UNIVERSITÉ PARIS-SACLAYVerified email at universite-paris-saclay.fr
Murali Krishna EmaniComputer Scientist at Argonne National LaboratoryVerified email at anl.gov
Pedro Doria MaiaUT ArlingtonVerified email at uta.edu
Venkatram VishwanathComputer Scientist, Argonne National LaboratoryVerified email at anl.gov
Michael E. PapkaUniversity of Illinois Chicago / Argonne National Laboratory / University of ChicagoVerified email at uic.edu
Kwan-Liu MaProfessor of Computer Science, University of California at DavisVerified email at cs.ucdavis.edu
Craig GinNorth Carolina State UniversityVerified email at ncsu.edu
Shilpika (FNU Shilpika)University of California, DavisVerified email at ucdavis.edu

Bethany Lusch

Argonne National Lab

Verified email at anl.gov - Homepage

machine learning optimization scientific computing data science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep learning for universal linear embeddings of nonlinear dynamics B Lusch, JN Kutz, SL Brunton Nature communications 9 (1), 4950, 2018	939	2018
Data-driven discovery of coordinates and governing equations K Champion, B Lusch, JN Kutz, SL Brunton Proceedings of the National Academy of Sciences 116 (45), 22445-22451, 2019	572	2019
Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders R Maulik, B Lusch, P Balaprakash Physics of Fluids 33 (3), 2021	176	2021
Time-series learning of latent-space dynamics for reduced-order model closure R Maulik, A Mohan, B Lusch, S Madireddy, P Balaprakash, D Livescu Physica D: Nonlinear Phenomena 405, 132368, 2020	107	2020
A turbulent eddy-viscosity surrogate modeling framework for Reynolds-averaged Navier-Stokes simulations R Maulik, H Sharma, S Patel, B Lusch, E Jennings Computers & Fluids 227, 104777, 2021	77*	2021
Deep learning models for global coordinate transformations that linearise PDEs C Gin, B Lusch, SL Brunton, JN Kutz European Journal of Applied Mathematics 32 (3), 515-539, 2021	49	2021
Recurrent neural network architecture search for geophysical emulation R Maulik, R Egele, B Lusch, P Balaprakash SC20: International Conference for High Performance Computing, Networking …, 2020	40	2020
Inferring connectivity in networked dynamical systems: Challenges using Granger causality B Lusch, PD Maia, JN Kutz Physical Review E 94 (3), 032220, 2016	39	2016
Non-autoregressive time-series methods for stable parametric reduced-order models R Maulik, B Lusch, P Balaprakash Physics of Fluids 32 (8), 2020	29	2020
Autodeuq: Automated deep ensemble with uncertainty quantification R Egele, R Maulik, K Raghavan, B Lusch, I Guyon, P Balaprakash 2022 26th International Conference on Pattern Recognition (ICPR), 1908-1914, 2022	22	2022
Deploying deep learning in OpenFOAM with TensorFlow R Maulik, H Sharma, S Patel, B Lusch, E Jennings AIAA Scitech 2021 Forum, 1485, 2021	20	2021
Submodular Hamming Metrics JA Gillenwater, RK Iyer, B Lusch, R Kidambi, JA Bilmes Advances in Neural Information Processing Systems 28 (NIPS 2015), 2015	19	2015
AIEADA 1.0: Efficient high-dimensional variational data assimilation with machine-learned reduced-order models R Maulik, V Rao, J Wang, G Mengaldo, E Constantinescu, B Lusch, ... Geoscientific Model Development Discussions 2022, 1-20, 2022	17*	2022
MELA: A visual analytics tool for studying multifidelity hpc system logs FNU Shilpika, B Lusch, M Emani, V Vishwanath, ME Papka, KL Ma 2019 IEEE/ACM Industry/University Joint International Workshop on Data …, 2019	17	2019
Data-driven model reduction of multiphase flow in a single-hole automotive injector PJ Milan, R Torelli, B Lusch, GM Magnotti Atomization and Sprays 30 (6), 2020	12	2020
Accelerating the generation of static coupling injection maps using a data-driven emulator S Mondal, R Torelli, B Lusch, PJ Milan, GM Magnotti SAE International Journal of Advances and Current Practices in Mobility 3 …, 2021	10	2021
Modeling cognitive deficits following neurodegenerative diseases and traumatic brain injuries with deep convolutional neural networks B Lusch, J Weholt, PD Maia, JN Kutz Brain and cognition 123, 154-164, 2018	10	2018
PythonFOAM: In-situ data analyses with OpenFOAM and Python R Maulik, DK Fytanidis, B Lusch, V Vishwanath, S Patel Journal of Computational Science 62, 101750, 2022	8	2022
Machine Learning-enabled Prediction of Transient Injection Map in Automotive Injectors with Uncertainty Quantification S Mondal, GM Magnotti, B Lusch, R Maulik, R Torelli Journal of Engineering for Gas Turbines and Power, 2022	3	2022
Using recurrent neural networks for nonlinear component computation in advection-dominated reduced-order models R Maulik, V Rao, S Madireddy, B Lusch, P Balaprakash arXiv preprint arXiv:1909.09144, 2019	3	2019

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors