Karthik Duraisamy
University of Michigan
H-index: 42
North America-United States
Top articles of Karthik Duraisamy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Enhancing Dynamical System Modeling through Interpretable Machine Learning Augmentations: A Case Study in Cathodic Electrophoretic Deposition | arXiv preprint arXiv:2401.08414 | Christian Jacobsen Jiayuan Dong Mehdi Khalloufi Xun Huan Karthik Duraisamy | 2024/1/16 |
Variance-informed Rounding Uncertainty Analysis for Floating-point Statistical Models | arXiv preprint arXiv:2404.12556 | Sahil Bhola Karthik Duraisamy | 2024/4/19 |
Variational Bayesian Optimal Experimental Design with Normalizing Flows | https://arxiv.org/abs/2404.13056 | J Dong C Jacobsen M Khalloufi M Akram W Liu | 2024/4 |
Information Theoretic Clustering for Coarse-grained Modeling of Non-equilibrium Gas Dynamics | Journal of Computational Physics | Christian Jacobsen Ivan Zanardi Sahil Bhola Karthik Duraisamy Marco Panesi | 2024/6/15 |
Design-Variable Hypernetworks for Flowfield Emulation and Shape Optimization of Compressor Airfoils | AIAA Journal | James Duvall Michael Joly Karthik Duraisamy Soumalya Sarkar | 2024/2 |
Multipoint Aerostructural Optimization for Urban Air Mobility Vehicle Design | Bernardo Pacini Malhar Prajapati Karthikeyan Duraisamy Joaquim R Martins Ping He | 2023 | |
On the lifting and reconstruction of dynamical systems with multiple attractors | arXiv preprint arXiv:2304.11860 | Shaowu Pan Karthik Duraisamy | 2023/4/24 |
Scalable Projection-Based Reduced-Order Models for Large Multiscale Fluid Systems | AIAA Journal | Christopher R Wentland Karthik Duraisamy Cheng Huang | 2023/10 |
Flow-field Emulation and Shape Optimization of Compressor Airfoils using Design-Variable Hypernetworks | James Duvall Michael Joly Karthikeyan Duraisamy Soumalya Sarkar | 2023 | |
Uncovering Optimal Attached Eddies in Wall-bounded Turbulence | arXiv preprint arXiv:2301.10905 | Karthik Duraisamy | 2023/1/26 |
CoCoGen: Physically-Consistent and Conditioned Score-based Generative Models for Forward and Inverse Problems | arXiv preprint arXiv:2312.10527 | Christian Jacobsen Yilin Zhuang Karthik Duraisamy | 2023/12/16 |
Data-Driven Balanced Truncation for Predictive Model Order Reduction of Aeroacoustic Response | AIAA Journal | Elnaz Rezaian Karthik Duraisamy | 2023/10 |
Understanding Distributed Propulsion on the NASA Tiltwing Concept Vehicle with Aerodynamic Shape Optimization | Bernardo Pacini Malhar Prajapati Karthikeyan Duraisamy Joaquim R Martins Ping He | 2023 | |
Towards Aerostructural Optimization for Urban Air Mobility Vehicle Design | Bernardo Pacini Malhar Prajapati Karthikeyan Duraisamy Joaquim R Martins Ping He | 2023 | |
Estimating global identifiability using conditional mutual information in a Bayesian framework | Scientific Reports | Sahil Bhola Karthik Duraisamy | 2023/10/26 |
Extracting Koopman Operators for Prediction and Control of Non-linear Dynamics Using Two-stage Learning and Oblique Projections | arXiv preprint arXiv:2308.13051 | Daisuke Uchida Karthik Duraisamy | 2023/8/24 |
Predictive Modeling of Complex Flows using Regularized Conditionally Parameterized Graph Neural Networks | Elnaz Rezaian Karthikeyan Duraisamy | 2023 | |
Physics-based Modeling for Autonomous Operation of Unmanned Aerial Systems in Extreme Gusts | Behdad Davoudi Karthikeyan Duraisamy Ella M Atkins Peter Gaskell Maximilian Krogius | 2023 | |
Predictive reduced order modeling of chaotic multi-scale problems using adaptively sampled projections | Journal of Computational Physics | Cheng Huang Karthik Duraisamy | 2023/10/15 |
Easy attention: A simple self-attention mechanism for Transformers | arXiv preprint arXiv:2308.12874 | Marcial Sanchis-Agudo Yuning Wang Karthik Duraisamy Ricardo Vinuesa | 2023/8/24 |
Co-Authors
