Baskar Ganapathysubramanian

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Viewing Publication 1 - 48 from 48

2024

2023

2022

GraSPI: Extensible software for the graph-based quantification of morphology in organic electronicsDevyani Jivani, Jaroslaw Zola, Baskar Ganapathysubramanian, Olga Wodo. softx, 17:100969, 2022. [doi]

A fully-coupled framework for solving Cahn-Hilliard Navier-Stokes equations: Second-order, energy-stable numerical methods on adaptive octree based meshesMakrand A. Khanwale, Kumar Saurabh, Milinda Fernando, Victor M. Calo, Hari Sundar, James A. Rossmanith, Baskar Ganapathysubramanian. cphysics, 280:108501, 2022. [doi]

Stochastic Conservative Contextual Linear BanditsJiabin Lin, Xian Yeow Lee, Talukder Z. Jubery, Shana Moothedath, Soumik Sarkar, Baskar Ganapathysubramanian. cdc 2022: 7321-7326 [doi]

Algorithm 1025: PARyOpt: A Software for Parallel Asynchronous Remote Bayesian OptimizationBalaji Sesha Sarath Pokuri, Alec Lofquist, Chad Risko, Baskar Ganapathysubramanian. TOMS, 48(2), 2022. [doi]

A scalable adaptive-matrix SPMV for heterogeneous architecturesHan D. Tran, Milinda Fernando, Kumar Saurabh, Baskar Ganapathysubramanian, Robert M. Kirby, Hari Sundar. ipps 2022: 13-24 [doi]

2021

Distributed multigrid neural solvers on megavoxel domainsAditya Balu, Sergio Botelho, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Santi Adavani, Baskar Ganapathysubramanian. sc 2021: 49 [doi]

Differentiable Spline ApproximationsMinsu Cho, Aditya Balu, Ameya Joshi, Anjana Deva Prasad, Biswajit Khara, Soumik Sarkar, Baskar Ganapathysubramanian, Adarsh Krishnamurthy, Chinmay Hegde. nips 2021: 20270-20282 [doi]

Fast inverse design of microstructures via generative invariance networksXian Yeow Lee, Joshua R. Waite, Chih-Hsuan Yang, Balaji Sesha Sarath Pokuri, Ameya Joshi, Aditya Balu, Chinmay Hegde, Baskar Ganapathysubramanian, Soumik Sarkar. ncs, 1(3):229-238, 2021. [doi]

Industrial scale Large Eddy Simulations with adaptive octree meshes using immersogeometric analysisKumar Saurabh, Boshun Gao, Milinda Fernando, Songzhe Xu, Makrand A. Khanwale, Biswajit Khara, Ming-Chen Hsu, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian. cma, 97:28-44, 2021. [doi]

Scalable adaptive PDE solvers in arbitrary domainsKumar Saurabh, Masado Ishii, Milinda Fernando, Boshun Gao, Kendrick Tan, Ming-Chen Hsu, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian. sc 2021: 20 [doi]

Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resourcesKumar Saurabh, Santi Adavani, Kendrick Tan, Masado Ishii, Boshun Gao, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian. sc 2021: 79-86 [doi]

Iowa Urban FEWS: Integrating Social and Biophysical Models for Exploration of Urban Food, Energy, and Water SystemsJan Thompson, Baskar Ganapathysubramanian, Wei Chen, Michael C. Dorneich, Philip Gassman, Caroline C. Krejci, Matthew Liebman, Ajay Nair, Ulrike Passe, Nicholas Schwab, Kurt Rosentrater, Tiffanie Stone, Yiming Wang, Yuyu Zhou. fdata, 4:662186, 2021. [doi]

2020

Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free ModelsSergio Botelho, Ameya Joshi, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian. sc 2020: 50-63 [doi]

InvNet: Encoding Geometric and Statistical Invariances in Deep Generative ModelsAmeya Joshi, Minsu Cho, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde. AAAI 2020: 4377-4384 [doi]

Simulating two-phase flows with thermodynamically consistent energy stable Cahn-Hilliard Navier-Stokes equations on parallel adaptive octree based meshesMakrand A. Khanwale, Alec D. Lofquist, Hari Sundar, James A. Rossmanith, Baskar Ganapathysubramanian. jcphy, 419:109674, 2020. [doi]

Determination of the Free Energies of Mixing of Organic Solutions through a Combined Molecular Dynamics and Bayesian Statistics ApproachShi Li, Balaji Sesha Sarath Pokuri, Sean M. Ryno, Asare Nkansah, Camron De'vine, Baskar Ganapathysubramanian, Chad M. Risko. jcisd, 60(3):1424-1431, 2020. [doi]

NURBS-based microstructure design for organic photovoltaicsRamin Noruzi, Sambit Ghadai, Onur Rauf Bingol, Adarsh Krishnamurthy, Baskar Ganapathysubramanian. cad, 118, 2020. [doi]

2019

Solving PDEs in space-time: 4D tree-based adaptivity, mesh-free and matrix-free approachesMasado Ishii, Milinda Fernando, Kumar Saurabh, Biswajit Khara, Baskar Ganapathysubramanian, Hari Sundar. sc 2019: [doi]

Transfer Operator Based Approach for Estimating After Release Contaminant Distribution in Indoor EnvironmentHimanshu Sharma, Umesh Vaidya, Baskar Ganapathysubramanian. amcc 2019: 4715-4720 [doi]

2018

Parallel-In-Space-Time, Adaptive Finite Element Framework for Nonlinear Parabolic EquationsRobert Dyja, Baskar Ganapathysubramanian, Kristoffer G. van der Zee. siamsc, 40(3), 2018. [doi]

A Novel Multirobot System for Plant PhenotypingTianshuang Gao, Hamid Emadi, Homagni Saha, Jiaoping Zhang, Alec Lofquist, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh, Sourabh Bhattacharya. robotics, 7(4):61, 2018. [doi]

An explainable deep machine vision framework for plant stress phenotypingSambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar. pnas, 115(18):4613-4618, 2018. [doi]

Current EventsKin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar. NN, 98:305-317, 2018. [doi]

Transfer Operator Theoretic Framework for Monitoring Building Indoor Environment in Uncertain Operating ConditionsHimanshu Sharma, Anthony D. Fontanini, Umesh Vaidya, Baskar Ganapathysubramanian. amcc 2018: 6790-6797 [doi]

An automated tassel detection and trait extraction pipeline to support high-throughput field imaging of maizeSnehal Shete, Srikant Srinivasan, Seyed Vahid Mirnezami, Baskar Ganapathysubramanian, Patrick S. Schnable, Timothy Gonsalves. icvgip 2018: [doi]

Big Data and Parkinson's Disease: Exploration, Analyses, and Data ChallengesMahalakshmi Senthilarumugam Veilukandammal, Sree Nilakanta, Baskar Ganapathysubramanian, Vellareddy Anantharam, Anumantha Kanthasamy, Auriel A. Willette. hicss 2018: 1-6 [doi]

Crowdsourcing image analysis for plant phenomics to generate ground truth data for machine learningNaihui Zhou, Zachary D. Siegel, Scott Zarecor, Nigel Lee, Darwin A. Campbell, Carson M. Andorf, Dan Nettleton, Carolyn J. Lawrence-Dill, Baskar Ganapathysubramanian, Jonathan W. Kelly, Iddo Friedberg. ploscb, 14(7), 2018. [doi]

2017

A finite element approach to self-consistent field theory calculations of multiblock polymersDavid M. Ackerman, Kris T. Delaney, Glenn H. Fredrickson, Baskar Ganapathysubramanian. jcphy, 331:280-296, 2017. [doi]

2015

2014

Federated Computing for the Masses-Aggregating Resources to Tackle Large-Scale Engineering ProblemsJavier Diaz Montes, Yu Xie, Ivan Rodero, Jaroslaw Zola, Baskar Ganapathysubramanian, Manish Parashar. cse, 16(4):62-72, 2014. [doi]

2011

Rapid online quantification of tip-sample interaction for high-speed dynamic-mode atomic force microscope imagingDavid Busch, Juan Ren, Qingze Zou, Baskar Ganapathysubramanian. amcc 2011: 2879-2884 [doi]

Computationally efficient solution to the Cahn-Hilliard equation: Adaptive implicit time schemes, mesh sensitivity analysis and the 3D isoperimetric problemOlga Wodo, Baskar Ganapathysubramanian. jcphy, 230(15):6037-6060, 2011. [doi]

2009

A stochastic multiscale framework for modeling flow through random heterogeneous porous mediaBaskar Ganapathysubramanian, Nicholas Zabaras. jcphy, 228(2):591-618, 2009. [doi]

Transfer operator method for control in fluid flowsUmesh Vaidya, Baskar Ganapathysubramanian, Arvind Raghunathan. cdc 2009: 1806-1811 [doi]

2008

A non-linear dimension reduction methodology for generating data-driven stochastic input modelsBaskar Ganapathysubramanian, Nicholas Zabaras. jcphy, 227(13):6612-6637, 2008. [doi]

A scalable framework for the solution of stochastic inverse problems using a sparse grid collocation approachNicholas Zabaras, Baskar Ganapathysubramanian. jcphy, 227(9):4697-4735, 2008. [doi]

2007

Sparse grid collocation schemes for stochastic natural convection problemsBaskar Ganapathysubramanian, Nicholas Zabaras. jcphy, 225(1):652-685, 2007. [doi]

Modeling diffusion in random heterogeneous media: Data-driven models, stochastic collocation and the variational multiscale methodBaskar Ganapathysubramanian, Nicholas Zabaras. jcphy, 226(1):326-353, 2007. [doi]

2006

Modelling dendritic solidification with melt convection using the extended finite element methodNicholas Zabaras, Baskar Ganapathysubramanian, Lijian Tan. jcphy, 218(1):200-227, 2006. [doi]

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