Malik Hassanaly

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All published works

Action	Title	Year	Authors
+ PDF Chat	Adversarial Multi-Agent Reinforcement Learning for Proactive False Data Injection Detection	2024	Kejun Chen Truc Nguyen Malik Hassanaly
+ PDF Chat	Continual Adversarial Reinforcement Learning (CARL) of False Data Injection detection: forgetting and explainability	2024	Pooja Aslami Kejun Chen Timothy M. Hansen Malik Hassanaly
+	SUNDIALS time integrators for exascale applications with many independent systems of ordinary differential equations	2024	Cody J. Balos Marc Day Lucas Esclapez Anne Felden David J. Gardner Malik Hassanaly Daniel R. Reynolds Jon Rood Jean M. Sexton Nicholas T. Wimer
+ PDF Chat	Detection of False Data Injection Attacks (FDIA) on Power Dynamical Systems With a State Prediction Method	2024	Abhijeet Sahu Truc Nguyen Kejun Chen Xiangyu Zhang Malik Hassanaly
+ PDF Chat	Discovery of False Data Injection Schemes on Frequency Controllers with Reinforcement Learning	2024	Romesh Prasad Malik Hassanaly Xiangyu Zhang Abhijeet Sahu
+ PDF Chat	PINN surrogate of Li-ion battery models for parameter inference, Part I: Implementation and multi-fidelity hierarchies for the single-particle model	2024	Malik Hassanaly Peter J. Weddle Ryan King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith
+ PDF Chat	PINN surrogate of Li-ion battery models for parameter inference, Part II: Regularization and application of the pseudo-2D model	2024	Malik Hassanaly Peter J. Weddle Ryan King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith
+ PDF Chat	SUNDIALS Time Integrators for Exascale Applications with Many Independent ODE Systems	2024	Cody J. Balos Marc Day Lucas Esclapez Anne Felden David J. Gardner Malik Hassanaly Daniel R. Reynolds Jon Rood Jean M. Sexton Nicholas T. Wimer
+ PDF Chat	Inverse Modeling of Bubble Size Dynamics for Interphase Mass Transfer and Gas Holdup in CO2 Bubble Column Reactors	2024	Malik Hassanaly John M. Parra-Alvarez Mohammad Rahimi Hariswaran Sitaraman
+ PDF Chat	Symbolic construction of the chemical Jacobian of quasi-steady state (QSS) chemistries for Exascale computing platforms	2024	Malik Hassanaly Nicholas T. Wimer Anne Felden Lucas Esclapez J.T. Ream Marc Henry de Frahan Jon Rood Marc Day
+ PDF Chat	A Priori Uncertainty Quantification of Reacting Turbulence Closure Models using Bayesian Neural Networks	2024	Graham Pash Malik Hassanaly Shashank Yellapantula
+	The Pele Simulation Suite for Reacting Flows at Exascale	2024	Marc Henry de Frahan Lucas Esclapez Jon Rood Nicholas T. Wimer Paul Mullowney Bruce A. Perry Landon D. Owen Hariswaran Sitaraman Shashank Yellapantula Malik Hassanaly
+ PDF Chat	Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models	2023	Alex Rybchuk Malik Hassanaly Nicholas Hamilton Paula Doubrawa Mitchell J. Fulton Luis A. Martínez‐Tossas
+	Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets	2023	Subhayan De Matthew Reynolds Malik Hassanaly Ryan King Alireza Doostan
+	Ensemble flow reconstruction in the atmospheric boundary layer from spatially limited measurements through latent diffusion models	2023	Alex Rybchuk Malik Hassanaly Nicholas Hamilton Paula Doubrawa Mitchell J. Fulton Luis A. Martínez‐Tossas
+ PDF Chat	Uniform-in-phase-space data selection with iterative normalizing flows	2023	Malik Hassanaly Bruce A. Perry Michael E. Mueller Shashank Yellapantula
+	PINN surrogate of Li-ion battery models for parameter inference. Part I: Implementation and multi-fidelity hierarchies for the single-particle model	2023	Malik Hassanaly Peter J. Weddle Ryan King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith
+	PINN surrogate of Li-ion battery models for parameter inference. Part II: Regularization and application of the pseudo-2D model	2023	Malik Hassanaly Peter J. Weddle Ryan King Subhayan De Alireza Doostan Corey R. Randall Eric J. Dufek Andrew M. Colclasure Kandler Smith
+	Bi-fidelity Modeling of Uncertain and Partially Unknown Systems using DeepONets	2022	Subhayan De Malik Hassanaly Matthew Reynolds Ryan King Alireza Doostan
+ PDF Chat	Adversarial sampling of unknown and high-dimensional conditional distributions	2021	Malik Hassanaly Andrew Glaws Karen Stengel Ryan King
+	Adversarial sampling of unknown and high-dimensional conditional distributions	2021	Malik Hassanaly Andrew Glaws Karen Stengel Ryan King
+	Surface chemistry models for GaAs epitaxial growth and hydride cracking using reacting flow simulations.	2021	Malik Hassanaly Hariswaran Sitaraman Kevin L. Schulte Aaron J. Ptak John Simon Kevin Udwary Jacob H. Leach Heather Splawn
+ PDF Chat	Surface chemistry models for GaAs epitaxial growth and hydride cracking using reacting flow simulations	2021	Malik Hassanaly Hariswaran Sitaraman Kevin L. Schulte Aaron J. Ptak John Simon Kevin Udwary Jacob H. Leach Heather Splawn
+	GANISP: a GAN-assisted Importance SPlitting Probability Estimator	2021	Malik Hassanaly Andrew Glaws Ryan King
+	Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows	2021	Malik Hassanaly Bruce A. Perry Michael E. Mueller Shashank Yellapantula
+ PDF Chat	Data-driven analysis of relight variability of jet fuels induced by turbulence	2020	Malik Hassanaly Yihao Tang Shivam Barwey Venkat Raman
+	Data-driven Analysis of Relight variability of Jet Fuels induced by Turbulence	2020	Malik Hassanaly Yihao Tang Shivam Barwey Venkat Raman
+	Data-driven Analysis of Relight variability of Jet Fuels induced by Turbulence	2020	Malik Hassanaly Yihao Tang Shivam Barwey Venkat Raman
+ PDF Chat	Lyapunov spectrum of forced homogeneous isotropic turbulent flows	2019	Malik Hassanaly Venkat Raman
+ PDF Chat	A self-similarity principle for the computation of rare event probability	2019	Malik Hassanaly Venkat Raman
+	Lyapunov spectrum of forced homogeneous isotropic turbulent flows.	2019	Malik Hassanaly Venkat Raman
+ PDF Chat	Using Machine Learning to Construct Velocity Fields from OH-PLIF Images	2019	Shivam Barwey Malik Hassanaly Venkat Raman Adam M. Steinberg
+	Using machine learning to construct velocity fields from OH-PLIF images	2019	Shivam Barwey Malik Hassanaly Venkat Raman Adam M. Steinberg
+ PDF Chat	Experimental data-based reduced-order model for analysis and prediction of flame transition in gas turbine combustors	2019	Shivam Barwey Malik Hassanaly Qiang An Venkat Raman Adam M. Steinberg
+ PDF Chat	Numerical convergence of the Lyapunov spectrum computed using low Mach number solvers	2019	Malik Hassanaly Venkat Raman
+	Using machine learning to construct velocity fields from OH-PLIF images	2019	Shivam Barwey Malik Hassanaly Venkat Raman Adam M. Steinberg
+	Lyapunov spectrum of forced homogeneous isotropic turbulent flows	2019	Malik Hassanaly Venkat Raman
+ PDF Chat	Emerging trends in numerical simulations of combustion systems	2018	Venkat Raman Malik Hassanaly
+ PDF Chat	Ensemble-LES analysis of perturbation response of turbulent partially-premixed flames	2018	Malik Hassanaly Venkat Raman
+	Emerging Trends in Numerical Simulations of Combustion Systems	2018	Venkat Raman Malik Hassanaly
+	Ensemble-LES Analysis of Perturbation Response of Turbulent Partially-Premixed Flames	2018	Malik Hassanaly Venkat Raman
+	Emerging Trends in Numerical Simulations of Combustion Systems	2018	Venkat Raman Malik Hassanaly
+	Ensemble-LES Analysis of Perturbation Response of Turbulent Partially-Premixed Flames	2018	Malik Hassanaly Venkat Raman
+ PDF Chat	A minimally-dissipative low-Mach number solver for complex reacting flows in OpenFOAM	2017	Malik Hassanaly Heeseok Koo Christopher Lietz Shao Teng Chong Venkat Raman
+	A minimally-dissipative low-Mach number solver for complex reacting flows in OpenFOAM	2017	Malik Hassanaly Heeseok Koo Christopher Lietz Shao Teng Chong Venkat Raman
+	Classification and Simulation of Anomalous Events in Turbulent Combustion	2017	Malik Hassanaly Stephen Voelkel Venkat Raman
+	A minimally-dissipative low-Mach number solver for complex reacting flows in OpenFOAM	2017	Malik Hassanaly Heeseok Koo Christopher Lietz Shao Teng Chong Venkat Raman

Common Coauthors

Coauthor	Papers Together
Venkat Raman	22
Ryan King	9
Shivam Barwey	7
Subhayan De	6
Alireza Doostan	6
Hariswaran Sitaraman	4
Corey R. Randall	4
Jon Rood	4
Peter J. Weddle	4
Shashank Yellapantula	4
Andrew M. Colclasure	4
Eric J. Dufek	4
Marc Day	4
Nicholas T. Wimer	4
Adam M. Steinberg	4
Anne Felden	3
Lucas Esclapez	3
Kejun Chen	3
Bruce A. Perry	3
Heeseok Koo	3
Andrew Glaws	3
Yihao Tang	3
Shao Teng Chong	3
Truc Nguyen	2
Nicholas Hamilton	2
Christopher Lietz	2
Carol S. Woodward	2
David J. Gardner	2
Cody J. Balos	2
Aaron J. Ptak	2
Kandler Smith	2
Marc Henry de Frahan	2
Luis A. Martínez‐Tossas	2
Kevin Udwary	2
Kandler Smith	2
Karen Stengel	2
Daniel R. Reynolds	2
Alex Rybchuk	2
Mitchell J. Fulton	2
Heather Splawn	2
Michael E. Mueller	2
John Simon	2
Abhijeet Sahu	2
Kevin L. Schulte	2
Jacob H. Leach	2
Jean M. Sexton	2
Xiangyu Zhang	2
Paula Doubrawa	2
Paul Mullowney	1
Jacqueline H. Chen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	A minimally-dissipative low-Mach number solver for complex reacting flows in OpenFOAM	2017	Malik Hassanaly Heeseok Koo Christopher Lietz Shao Teng Chong Venkat Raman	8
+	Scaling of Lyapunov exponents in homogeneous isotropic turbulence	2017	Prakash Mohan Nicholas Fitzsimmons Robert Moser	7
+ PDF Chat	Emerging trends in numerical simulations of combustion systems	2018	Venkat Raman Malik Hassanaly	7
+ PDF Chat	Cluster-based reduced-order modelling of a mixing layer	2014	Eurika Kaiser Bernd R. Noack Laurent Cordier Andreas Spohn Marc Segond Markus Abel Guillaume Daviller Jan Östh Siniša Krajnović Robert K. Niven	6
+ PDF Chat	Estimating uncertainties in statistics computed from direct numerical simulation	2014	Todd Oliver Nicholas Malaya Rhys Ulerich Robert Moser	5
+ PDF Chat	Characterizing Dynamics with Covariant Lyapunov Vectors	2007	Francesco Ginelli Pablo M. Poggi Alessio Turchi Hugues Chaté Roberto Livi Antonio Politi	5
+ PDF Chat	Experimental data-based reduced-order model for analysis and prediction of flame transition in gas turbine combustors	2019	Shivam Barwey Malik Hassanaly Qiang An Venkat Raman Adam M. Steinberg	5
+	Ergodic theory of chaos and strange attractors	1985	Jean-Pierre Eckmann David Ruelle	5
+ PDF Chat	Ensemble-LES analysis of perturbation response of turbulent partially-premixed flames	2018	Malik Hassanaly Venkat Raman	5
+ PDF Chat	Adversarial sampling of unknown and high-dimensional conditional distributions	2021	Malik Hassanaly Andrew Glaws Karen Stengel Ryan King	4
+ PDF Chat	Rare event computation in deterministic chaotic systems using genealogical particle analysis	2016	Jeroen Wouters Freddy Bouchet	4
+ PDF Chat	Deterministic Nonperiodic Flow	1963	Edward N. Lorenz	4
+ PDF Chat	Numerical convergence of the Lyapunov spectrum computed using low Mach number solvers	2019	Malik Hassanaly Venkat Raman	4
+ PDF Chat	Data-driven analysis of relight variability of jet fuels induced by turbulence	2020	Malik Hassanaly Yihao Tang Shivam Barwey Venkat Raman	4
+ PDF Chat	Lyapunov spectrum of forced homogeneous isotropic turbulent flows	2019	Malik Hassanaly Venkat Raman	4
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	3
+	Lyapunov Characteristic Exponents for smooth dynamical systems and for hamiltonian systems; A method for computing all of them. Part 2: Numerical application	1980	Giancarlo Benettin L. Galgani Antonio Giorgilli Jean-Marie Strelcyn	3
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	3
+ PDF Chat	Inertial manifolds for nonlinear evolutionary equations	1988	Ciprian Foiaş George R. Sell Roger Témam	3
+ PDF Chat	Local Low Dimensionality of Atmospheric Dynamics	2001	D. J. Patil Brian R. Hunt Eugenia Kalnay James A. Yorke Edward Ott	3
+	Lyapunov Characteristic Exponents for smooth dynamical systems and for hamiltonian systems; a method for computing all of them. Part 1: Theory	1980	Giancarlo Benettin L. Galgani Antonio Giorgilli Jean-Marie Strelcyn	3
+ PDF Chat	Adaptive Multilevel Splitting for Rare Event Analysis	2007	Frédéric Cérou Arnaud Guyader	3
+	Bi-fidelity modeling of uncertain and partially unknown systems using DeepONets	2023	Subhayan De Matthew Reynolds Malik Hassanaly Ryan King Alireza Doostan	3
+ PDF Chat	Extensive chaos in the Lorenz-96 model	2010	Armin Karimi Mark Paul	3
+ PDF Chat	Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows	2020	Kai Fukami Koji Fukagata Kunihiko Taira	3
+ PDF Chat	Lyapunov spectrum of the separated flow around the NACA 0012 airfoil and its dependence on numerical discretization	2017	Pablo Fernández Qiuwang Wang	3
+ PDF Chat	A survey of rare event simulation methods for static input–output models	2014	Jérôme Morio Mathieu Balesdent Damien Jacquemart Christelle Vergé	3
+	Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations	2020	Liu Yang Dongkun Zhang George Em Karniadakis	3
+	Skew-symmetric form of convective terms and fully conservative finite difference schemes for variable density low-Mach number flows	2009	Yohei MORINISHI	3
+	VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning	2017	Akash Srivastava Lazar Valkov Chris Russell Michael U. Gutmann Charles Sutton	2
+ PDF Chat	Perturbed phase-space dynamics of hard-disk fluids	2003	Christina Forster Robin Hirschl Harald A. Posch William G. Hoover	2
+ PDF Chat	Pros and cons of GAN evaluation measures	2018	Ali Borji	2
+ PDF Chat	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	2018	Richard Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang	2
+ PDF Chat	Time‐dependent global sensitivity analysis with active subspaces for a lithium ion battery model	2017	Paul G. Constantine Alireza Doostan	2
+ PDF Chat	Deep learning for presumed probability density function models	2019	Marc Henry de Frahan Shashank Yellapantula Ryan King Marc Day Ray Grout	2
+	Diversity-Sensitive Conditional Generative Adversarial Networks	2019	Dingdong Yang Seunghoon Hong Yunseok Jang Tianchen Zhao Honglak Lee	2
+ PDF Chat	Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization	2018	Benjamin Peherstorfer Karen Willcox Max Gunzburger	2
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	2
+	Data-driven deconvolution for large eddy simulations of Kraichnan turbulence	2018	Romit Maulik Omer San Adil Rasheed Prakash Vedula	2
+	Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data	2019	Luning Sun Han Gao Shaowu Pan Jianxun Wang	2
+ PDF Chat	Stacked Generative Adversarial Networks	2017	Xun Huang Yixuan Li Omid Poursaeed John E. Hopcroft Serge Belongie	2
+	Chaotic behavior of multidimensional difference equations	1979	James L. Kaplan James A. Yorke	2
+ PDF Chat	Functional Differential Equations and Approximation of Fixed Points	1979	Dietmar Abts J. Alexander Eugene L. Allgower Wolfgang Alt Hjalte M. R. Mann Ján Andres N. Angelstorf J. Appell B Arino H B ckstrom	2
+	AdaGAN: Boosting Generative Models	2017	Ilya Tolstikhin Sylvain Gelly Olivier Bousquet Carl-Johann Simon-Gabriel Bernhard Schölkopf	2
+	Attractor dimension and small length scale estimates for the three-dimensional Navier - Stokes equations	1997	John Gibbon Edriss S. Titi	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Hyperbolicity and the Effective Dimension of Spatially Extended Dissipative Systems	2009	Hongliu Yang Kazumasa A. Takeuchi Francesco Ginelli Hugues Chaté Günter Radons	2
+ PDF Chat	Ergodic theory of differentiable dynamical systems	1979	David Ruelle	2
+ PDF Chat	Relative periodic orbits form the backbone of turbulent pipe flow	2017	Nazmi Burak Budanur Kimberly Short Mohammad Farazmand Ashley P. Willis Predrag Cvitanović	2
+	Classification and Simulation of Anomalous Events in Turbulent Combustion	2017	Malik Hassanaly Stephen Voelkel Venkat Raman	2