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Publication search results
found 35 matches
- 2024
- Gayatri Tangirala, Srinivasu Garikipati, Manoj Kumar Meshram, Manikya Krishna Chaitanya Durbhakula, Virendra Kumar Sharma:
Quad element luna-shaped UWB-MIMO antenna with improved isolation and gain using novel decoupling networks. Wirel. Networks 30(4): 2557-2569 (2024) - 2023
- Saem Han, Selim Esedoglu, Krishna C. Garikipati:
High order schemes for gradient flow with respect to a metric. J. Comput. Phys. 494: 112516 (2023) - Xiaoxuan Zhang, Krishna C. Garikipati:
Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems. CoRR abs/2301.13165 (2023) - Gregory H. Teichert, Sambit Das, Mostafa Faghih Shojaei, Jamie Holber, Timothy Mueller, Linda Hung, Vikram Gavini, Krishna C. Garikipati:
Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order disorder transitions in LixCoO2. CoRR abs/2302.08991 (2023) - Chengyang Huang, Siddhartha Srivastava, Xun Huan, Krishna C. Garikipati:
FP-IRL: Fokker-Planck-based Inverse Reinforcement Learning - A Physics-Constrained Approach to Markov Decision Processes. CoRR abs/2306.10407 (2023) - Haizhou Yang, C. Alberto Figueroa, Krishna C. Garikipati:
Attention-based Multi-fidelity Machine Learning Model for Computational Fractional Flow Reserve Assessment. CoRR abs/2311.11397 (2023) - 2022
- Wyatt Bridgman, Xiaoxuan Zhang, Gregory H. Teichert, Mohammad Khalil, Krishna C. Garikipati, Reese E. Jones:
A heteroencoder architecture for prediction of failure locations in porous metals using variational inference. CoRR abs/2202.00078 (2022) - Marta D'Elia, Hang Deng, Cedric G. Fraces, Krishna C. Garikipati, Lori Graham-Brady, Amanda A. Howard, George Em Karniadakis, Vahid Keshavarzzadeh, Robert M. Kirby, J. Nathan Kutz, Chunhui Li, Xing Liu, Hannah Lu, Pania Newell, Daniel O'Malley, Masa Prodanovic, Gowri Srinivasan, Alexandre M. Tartakovsky, Daniel M. Tartakovsky, Hamdi A. Tchelepi, Bozo Vazic, Hari S. Viswanathan, Hongkyu Yoon, Piotr Zarzycki:
Machine Learning in Heterogeneous Porous Materials. CoRR abs/2202.04137 (2022) - Matthew Duschenes, Siddhartha Srivastava, Krishna C. Garikipati:
Numerical analysis of non-local calculus on finite weighted graphs, with application to reduced-order modelling of dynamical systems. CoRR abs/2205.02206 (2022) - Lampros Svolos, Hashem M. Mourad, Gianmarco Manzini, Krishna C. Garikipati:
A fourth-order phase-field fracture model: Formulation and numerical solution using a continuous/discontinuous Galerkin method. CoRR abs/2205.06815 (2022) - Saem Han, Selim Esedoglu, Krishna C. Garikipati:
High Order Schemes for Gradient Flow with Respect to a Metric. CoRR abs/2211.07011 (2022) - 2021
- Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
High order, semi-implicit, energy stable schemes for gradient flows. J. Comput. Phys. 447: 110688 (2021) - Christopher J. Arthurs, Rostislav Khlebnikov, Alex Melville, Marija Marcan, Alberto Gómez, Desmond Dillon-Murphy, Federica Cuomo, Miguel Silva Vieira, Jonas Schollenberger, Sabrina R. Lynch, Christopher Tossas-Betancourt, Kritika Iyer, Sara Hopper, Elizabeth Livingston, Pouya Youssefi, Alia Noorani, Sabrina Ben Ahmed, Foeke J. H. Nauta, Theodorus M. J. van Bakel, Yunus Ahmed, Petrus A. J. van Bakel, Jonathan P. Mynard, Paolo Di Achille, Hamid Gharahi, Kevin D. Lau, Vasilina Filonova, Miquel Aguirre, Nitesh Nama, Nan Xiao, Seungik Baek, Krishna C. Garikipati, Onkar Sahni, David Nordsletten, C. Alberto Figueroa:
CRIMSON: An open-source software framework for cardiovascular integrated modelling and simulation. PLoS Comput. Biol. 17(5) (2021) - Xiaoxuan Zhang, Krishna C. Garikipati:
Bayesian neural networks for weak solution of PDEs with uncertainty quantification. CoRR abs/2101.04879 (2021) - Gregory H. Teichert, Sambit Das, Muratahan Aykol, Chirranjeevi Balaji Gopal, Vikram Gavini, Krishna C. Garikipati:
LixCoO2 phase stability studied by machine learning-enabled scale bridging between electronic structure, statistical mechanics and phase field theories. CoRR abs/2104.08318 (2021) - Matthew Duschenes, Krishna C. Garikipati:
Reduced order models from computed states of physical systems using non-local calculus on finite weighted graphs. CoRR abs/2105.01740 (2021) - X. Zhang, Gregory H. Teichert, Z. Wang, Matthew Duschenes, Siddhartha Srivastava, A. Sunderarajan, E. Livingston, Krishna C. Garikipati:
mechanoChemML: A software library for machine learning in computational materials physics. CoRR abs/2112.04960 (2021) - 2020
- Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
Second order threshold dynamics schemes for two phase motion by mean curvature. J. Comput. Phys. 410: 109404 (2020) - Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
Variational Extrapolation of Implicit Schemes for General Gradient Flows. SIAM J. Numer. Anal. 58(5): 2799-2817 (2020) - Xiaoxuan Zhang, Krishna C. Garikipati:
Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures. CoRR abs/2001.01575 (2020) - Zhenlin Wang, Xun Huan, Krishna C. Garikipati:
Identification of the partial differential equations governing microstructure evolution in materials: Inference over incomplete, sparse and spatially non-overlapping data. CoRR abs/2001.04816 (2020) - Gregory H. Teichert, Anirudh Natarajan, Anton Van der Ven, Krishna C. Garikipati:
Active learning workflows and integrable deep neural networks for representing the free energy functions of alloy. CoRR abs/2002.02305 (2020) - Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
High order, semi-implicit, energy stable schemes for gradient flows. CoRR abs/2007.13572 (2020) - 2019
- Mark S. Alber, Adrian Buganza Tepole, William R. Cannon, Suvranu De, Salvador Dura-Bernal, Krishna C. Garikipati, George E. Karniadakis, William W. Lytton, Paris Perdikaris, Linda R. Petzold, Ellen Kuhl:
Integrating machine learning and multiscale modeling - perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences. npj Digit. Medicine 2 (2019) - Shiva Rudraraju, Derek E. Moulton, Régis Chirat, Alain Goriely, Krishna C. Garikipati:
A computational framework for the morpho-elastic development of molluskan shells by surface and volume growth. PLoS Comput. Biol. 15(7) (2019) - Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
On the Voronoi Implicit Interface Method. SIAM J. Sci. Comput. 41(4): A2407-A2429 (2019) - Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
Variational Extrapolation of Implicit Schemes for General Gradient Flows. CoRR abs/1908.10246 (2019) - Alexander Zaitzeff, Selim Esedoglu, Krishna C. Garikipati:
Second Order Threshold Dynamics Schemes for Two Phase Motion by Mean Curvature. CoRR abs/1911.05110 (2019) - 2017
- Krishna C. Garikipati, Kang G. Shin:
Scalable Real-time Transport of Baseband Traffic. CoRR abs/1706.01160 (2017) - 2016
- Krishna C. Garikipati, Kassem Fawaz, Kang G. Shin:
RT-OPEX: Flexible Scheduling for Cloud-RAN Processing. CoNEXT 2016: 267-280
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