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K. Duraisamy · SciRah

Researcher profile · Semantic Scholar

K. Duraisamy

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K. Duraisamy — researcher profile on SciRah

h-index: 41
Works: 253
Citations: 9,872

Most-cited papers

Turbulence Modeling in the Age of Data
K. Duraisamy, G. Iaccarino, Heng Xiao
2018Annual Review of Fluid Mechanics1,587 citations Open access
Semantic Scholar
Prediction of aerodynamic flow fields using convolutional neural networks
Saakaar Bhatnagar, Yaser Afshar, Shaowu Pan, K. Duraisamy +1 more
2019Computational Mechanics657 citations Open access
Semantic Scholar
Modal Analysis of Fluid Flows: Applications and Outlook
K. Taira, Maziar S. Hemati, S. Brunton, Yiyang Sun +4 more
2019AIAA Journal536 citations Open access
Semantic Scholar
Perspectives on machine learning-augmented Reynolds-averaged and large eddy simulation models of turbulence
K. Duraisamy
2020Physical Review Fluids240 citations Open access
Semantic Scholar
Multi-level Convolutional Autoencoder Networks for Parametric Prediction of Spatio-temporal Dynamics
Jia-Yang Xu, K. Duraisamy
2019Computer Methods in Applied Mechanics and Engineering176 citations Open access
Semantic Scholar
Physics-Informed Probabilistic Learning of Linear Embeddings of Nonlinear Dynamics with Guaranteed Stability
Shaowu Pan, K. Duraisamy
2019SIAM Journal on Applied Dynamical Systems157 citations Open access
Semantic Scholar
Long-time predictive modeling of nonlinear dynamical systems using neural networks
Shaowu Pan, K. Duraisamy
2018Complex111 citations Open access
Semantic Scholar
Data-Driven Discovery of Closure Models
Shaowu Pan, K. Duraisamy
2018SIAM Journal on Applied Dynamical Systems109 citations Open access
Semantic Scholar
On the structure of time-delay embedding in linear models of non-linear dynamical systems.
Shaowu Pan, K. Duraisamy
2019Chaos97 citations Open access
Semantic Scholar
Field Inversion and Machine Learning With Embedded Neural Networks: Physics-Consistent Neural Network Training
Jonathan R. Holland, J. Baeder, K. Duraisamy
2019AIAA Aviation 2019 Forum88 citations
Semantic Scholar
Recommendations for Future Efforts in RANS Modeling and Simulation
R. Bush, T. Chyczewski, K. Duraisamy, B. Eisfeld +2 more
2019AIAA Scitech 2019 Forum74 citations
Semantic Scholar
Towards Integrated Field Inversion and Machine Learning With Embedded Neural Networks for RANS Modeling
Jonathan R. Holland, J. Baeder, K. Duraisamy
2019AIAA Scitech 2019 Forum70 citations
Semantic Scholar
Sparsity-promoting algorithms for the discovery of informative Koopman-invariant subspaces
Shaowu Pan, Nicholas Arnold-Medabalimi, K. Duraisamy
2020Journal of Fluid Mechanics62 citations Open access
Semantic Scholar
Predictive reduced order modeling of chaotic multi-scale problems using adaptively sampled projections
Cheng Huang, K. Duraisamy
2023Journal of Computational Physics55 citations Open access
Semantic Scholar
The Adjoint Petrov–Galerkin method for non-linear model reduction
E. Parish, C. Wentland, K. Duraisamy
2018Computer Methods in Applied Mechanics and Engineering53 citations Open access
Semantic Scholar
Aerodynamic optimization of shrouded wind turbines
A. Aranake, K. Duraisamy
201743 citations
Semantic Scholar
Quad-Rotor Flight Simulation in Realistic Atmospheric Conditions
B. Davoudi, E. Taheri, K. Duraisamy, Balaji Jayaraman +1 more
2019AIAA Journal42 citations Open access
Semantic Scholar
Model reduction for multi-scale transport problems using model-form preserving least-squares projections with variable transformation
Cheng Huang, C. Wentland, K. Duraisamy, C. Merkle
2020Journal of Computational Physics38 citations Open access
Semantic Scholar
Investigations and Improvement of Robustness of Reduced-Order Models of Reacting Flow
Cheng Huang, K. Duraisamy, C. Merkle
2019AIAA Journal35 citations Open access
Semantic Scholar
Formulation of Entropy-Stable schemes for the multicomponent compressible Euler equations
A. Gouasmi, K. Duraisamy, S. Murman
2019Computer Methods in Applied Mechanics and Engineering34 citations Open access
Semantic Scholar
Challenges in Reduced Order Modeling of Reacting Flows
Cheng Huang, K. Duraisamy, C. Merkle
20182018 Joint Propulsion Conference32 citations
Semantic Scholar
Component-Based Reduced Order Modeling of Large-Scale Complex Systems
Cheng Huang, K. Duraisamy, C. Merkle
2022Frontiers of Physics30 citations Open access
Semantic Scholar
Generalizable physics-constrained modeling using learning and inference assisted by feature-space engineering
V. Srivastava, K. Duraisamy
2021Physical Review Fluids30 citations Open access
Semantic Scholar
Estimating uncertainty in homogeneous turbulence evolution due to coarse-graining
A. Mishra, K. Duraisamy, G. Iaccarino
2019The Physics of Fluids27 citations
Semantic Scholar
A Hybrid Blade Element Momentum Model for Flight Simulation of Rotary Wing Unmanned Aerial Vehicles
B. Davoudi, K. Duraisamy
2019AIAA Aviation 2019 Forum27 citations
Semantic Scholar
Exploration of reduced order models for rocket combustion applications
Cheng Huang, Jia-Yang Xu, K. Duraisamy, C. Merkle
201826 citations
Semantic Scholar
Disentangling Generative Factors of Physical Fields Using Variational Autoencoders
Christian L. Jacobsen, K. Duraisamy
2021Frontiers of Physics19 citations Open access
Semantic Scholar
Variational multiscale super‐resolution: A data‐driven approach for reconstruction and predictive modeling of unresolved physics
Aniruddhe Pradhan, K. Duraisamy
2021Social Science Research Network15 citations Open access
Semantic Scholar
Entropy Conservative Schemes and the Receding Flow Problem
A. Gouasmi, S. Murman, K. Duraisamy
2018Journal of Scientific Computing15 citations Open access
Semantic Scholar
Towards Efficient Aerodynamic and Aeroacoustic Optimization for Urban Air Mobility Vehicle Design
Bernardo Pacini, Anil Yildirim, B. Davoudi, J. Martins +1 more
2021AIAA AVIATION 2021 FORUM14 citations
Semantic Scholar
A minimum entropy principle in the compressible multicomponent Euler equations
A. Gouasmi, K. Duraisamy, S. Murman, E. Tadmor
2019ESAIM: Mathematical Modelling and Numerical Analysis14 citations Open access
Semantic Scholar
Reduced-Order Modeling Framework for Combustor Instabilities Using Truncated Domain Training
Jia-Yang Xu, Cheng Huang, K. Duraisamy
2018AIAA Journal14 citations Open access
Semantic Scholar
Retrospective Cost Adaptive Control of Unstart in a Model Scramjet Combustor
A. Goel, K. Duraisamy, D. Bernstein
201814 citations Open access
Semantic Scholar
Large-eddy simulation and challenges for projection-based reduced-order modeling of a gas turbine model combustor
Nicholas Arnold-Medabalimi, Cheng Huang, K. Duraisamy
2022International Journal of Spray and Combustion Dynamics13 citations
Semantic Scholar
High performance collective communication-aware 3D Network-on-Chip architectures
B. Joardar, K. Duraisamy, P. Pande
2018Design, Automation and Test in Europe13 citations
Semantic Scholar
A Unified Framework for Multiscale Modeling using the Mori-Zwanzig Formalism and the Variational Multiscale Method
E. Parish, K. Duraisamy
201712 citations
Semantic Scholar
A formal proof of the Lax equivalence theorem for finite difference schemes
Mohit Tekriwal, K. Duraisamy, Jean-Baptiste Jeannin
2021NASA Formal Methods11 citations Open access
Semantic Scholar
Estimating global identifiability using conditional mutual information in a Bayesian framework
Sahil Bhola, K. Duraisamy
2023Scientific Reports10 citations Open access
Semantic Scholar
A modified thickened flame model for simulating extinction
A. Comer, T. Gallagher, K. Duraisamy, B. Rankin
202210 citations Open access
Semantic Scholar
Investigation of Sampling Strategies for Reduced-Order Models of Rocket Combustors
C. Wentland, Cheng Huang, K. Duraisamy
2020AIAA Scitech 2021 Forum10 citations
Semantic Scholar
An adaptive mesh refinement approach based on optimal sparse sensing
Daniel Foti, Sven Giorno, K. Duraisamy
2020Theoretical and Computational Fluid Dynamics10 citations
Semantic Scholar
Scalable Network-on-Chip Architectures for Brain–Machine Interface Applications
Xian Li, K. Duraisamy, P. Bogdan, J. Doppa +1 more
2018IEEE Transactions on Very Large Scale Integration (VLSI) Systems10 citations Open access
Semantic Scholar
Multi-dimensional finite volume scheme for the vorticity transport equations
Daniel Foti, K. Duraisamy
201810 citations Open access
Semantic Scholar
Reduced-Order Modeling of Model Rocket Combustors
Jia-Yang Xu, K. Duraisamy
201710 citations Open access
Semantic Scholar
Towards Mixed-Fidelity Aero-Structural-Acoustic Optimization for Urban Air Mobility Vehicle Design
Bernardo Pacini, Malhar Prajapati, K. Duraisamy, J. Martins +1 more
2023AIAA AVIATION 2023 Forum9 citations
Semantic Scholar
Model Reduction for Multi-Scale Transport Problems using Structure-Preserving Least-Squares Projections with Variable Transformation
Cheng Huang, C. Wentland, K. Duraisamy, C. Merkle
20209 citations
Semantic Scholar
Extracting Koopman Operators for Prediction and Control of Nonlinear Dynamics Using Two-Stage Learning and Oblique Projections
Daisuke Uchida, K. Duraisamy
2023SIAM Journal on Applied Dynamical Systems7 citations Open access
Semantic Scholar
Effect of exhaust gas recirculation in the performance and emission characteristics of an oxygenated mustard oil biodiesel in a compression ignition engine
Elavarasan G, K. Duraisamy
2020Energy Sources, Part A: Recovery, Utilization, and Environmental Effects7 citations
Semantic Scholar
Sensitivity Analysis of Bluff Body Stabilized Premixed Flame Large Eddy Simulations
A. Comer, Cheng Huang, K. Duraisamy, S. Sardeshmukh +3 more
2019AIAA Scitech 2019 Forum7 citations
Semantic Scholar
Simulation of Maritime Helicopter Dynamics During Approach to Landing With Time-Accurate Wind-Over-Deck
Abhinav Sharma, Jia-Yang Xu, A. Padthe, P. Friedmann +1 more
2019AIAA Scitech 2019 Forum7 citations
Semantic Scholar

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