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Baskar Ganapathysubramanian
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2020 – today
- 2024
- [j34]Baskar Ganapathysubramanian
, Jessica M. P. Bell, George Kantor, Nirav C. Merchant, Soumik Sarkar, Patrick S. Schnable
AIIRA: AI Institute for Resilient Agriculture. AI Mag. 45(1): 94-98 (2024) - [j33]Ethan Herron
Latent Diffusion Models for Structural Component Design. Comput. Aided Des. 171: 103707 (2024) - [j32]Biswajit Khara, Ethan Herron, Aditya Balu, Dhruv Gamdha, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Zhanhong Jiang, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian, Adarsh Krishnamurthy
Neural PDE Solvers for Irregular Domains. Comput. Aided Des. 172: 103709 (2024) - [j31]Kendrick Tan, Boshun Gao, Cheng-Hau Yang
A computational framework for transmission risk assessment of aerosolized particles in classrooms. Eng. Comput. 40(1): 235-256 (2024) - [j30]Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian:
NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs. Eng. Comput. 40(5): 2761-2783 (2024) - [j29]Sungu Kim, Kumar Saurabh, Makrand A. Khanwale
Direct numerical simulation of electrokinetic transport phenomena in fluids: Variational multi-scale stabilization and octree-based mesh refinement. J. Comput. Phys. 500: 112747 (2024) - [c19]Anushrut Jignasu, Aditya Balu, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian, Adarsh Krishnamurthy:
SDFConnect: Neural Implicit Surface Reconstruction of a Sparse Point Cloud with Topological Constraints. CVPR Workshops 2024: 5271-5279 - [i52]Muhammad Arbab Arshad, Talukder Z. Jubery, James Afful, Anushrut Jignasu, Aditya Balu, Baskar Ganapathysubramanian, Soumik Sarkar, Adarsh Krishnamurthy:
Evaluating NeRFs for 3D Plant Geometry Reconstruction in Field Conditions. CoRR abs/2402.10344 (2024) - [i51]Biswajit Khara, Robert Dyja, Kumar Saurabh, Anupam Sharma, Baskar Ganapathysubramanian:
Solving fluid flow problems in space-time with multiscale stabilization: formulation and examples. CoRR abs/2402.12571 (2024) - [i50]Sarah E. Jones, Timilehin Ayanlade, Benjamin Fallen, Talukder Z. Jubery, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh:
Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean. CoRR abs/2402.18751 (2024) - [i49]Nasla Saleem, Aditya Balu, Talukder Zaki Jubery, Arti Singh, Asheesh K. Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
Class-specific Data Augmentation for Plant Stress Classification. CoRR abs/2406.13081 (2024) - [i48]Chih-Hsuan Yang, Benjamin Feuer, Zaki Jubery, Zi K. Deng, Andre Nakkab, Md. Zahid Hasan, Shivani Chiranjeevi, Kelly O. Marshall, Nirmal Baishnab, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Nirav C. Merchant, Chinmay Hegde, Baskar Ganapathysubramanian:
Arboretum: A Large Multimodal Dataset Enabling AI for Biodiversity. CoRR abs/2406.17720 (2024) - [i47]Ali Rabeh, Makrand A. Khanwale, Jonghyun Lee, Baskar Ganapathysubramanian:
Modeling and simulations of high-density two-phase flows using projection-based Cahn-Hilliard Navier-Stokes equations. CoRR abs/2406.17933 (2024) - [i46]Anushrut Jignasu, Kelly O. Marshall, Ankush Kumar Mishra, Lucas Nerone Rillo, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy:
Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing. CoRR abs/2407.04180 (2024) - [i45]Muhammad Arbab Arshad, Talukder Zaki Jubery, Tirtho Roy, Rim Nassiri, Asheesh K. Singh, Arti Singh, Chinmay Hegde, Baskar Ganapathysubramanian, Aditya Balu, Adarsh Krishnamurthy, Soumik Sarkar:
AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs. CoRR abs/2407.19617 (2024) - [i44]Mahsa Khosravi, Matthew Carroll, Kai Liang Tan, Liza Van der Laan, Joscif Raigne, Daren S. Mueller, Arti Singh, Aditya Balu, Baskar Ganapathysubramanian, Asheesh Kumar Singh, Soumik Sarkar:
AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning. CoRR abs/2409.00735 (2024) - [i43]Ronak Tali, Ali Rabeh, Cheng-Hau Yang, Mehdi Shadkhah, Samundra Karki, Abhisek Upadhyaya, Suriya Dhakshinamoorthy, Marjan Saadati, Soumik Sarkar, Adarsh Krishnamurthy, Chinmay Hegde, Aditya Balu, Baskar Ganapathysubramanian:
FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries. CoRR abs/2409.18032 (2024) - 2023
- [j28]Jiale Feng
3D reconstruction of plants using probabilistic voxel carving. Comput. Electron. Agric. 213: 108248 (2023) - [j27]Jaydeep Rade
Deep learning-based 3D multigrid topology optimization of manufacturable designs. Eng. Appl. Artif. Intell. 126: 107033 (2023) - [j26]Makrand A. Khanwale
A projection-based, semi-implicit time-stepping approach for the Cahn-Hilliard Navier-Stokes equations on adaptive octree meshes. J. Comput. Phys. 475: 111874 (2023) - [c18]Kumar Saurabh, Masado Ishii, Makrand A. Khanwale
Scalable adaptive algorithms for next-generation multiphase flow simulations. IPDPS 2023: 590-601 - [i42]Sungu Kim, Kumar Saurabh, Makrand A. Khanwale, Ali Mani, Robbyn K. Anand, Baskar Ganapathysubramanian:
Direct numerical simulation of electrokinetic transport phenomena: variational multi-scale stabilization and octree-based mesh refinement. CoRR abs/2301.05985 (2023) - [i41]Mojdeh Saadati, Aditya Balu, Shivani Chiranjeevi, Talukder Zaki Jubery, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian:
Out-of-distribution detection algorithms for robust insect classification. CoRR abs/2305.01823 (2023) - [i40]Dhruv Gamdha, Kumar Saurabh, Baskar Ganapathysubramanian, Adarsh Krishnamurthy:
Geometric Modeling and Physics Simulation Framework for Building a Digital Twin of Extrusion-based Additive Manufacturing. CoRR abs/2305.07120 (2023) - [i39]Eric Heisler, Cheng-Hau Yang, Aadesh Deshmukh, Baskar Ganapathysubramanian, Hari Sundar:
Generating Finite Element Codes combining Adaptive Octrees with Complex Geometries. CoRR abs/2305.19398 (2023) - [i38]Shivani Chiranjeevi, Mojdeh Saadati, Zi K. Deng, Jayanth Koushik, Talukder Z. Jubery, Daren Mueller, Matthew E. O. Neal, Nirav C. Merchant, Aarti Singh, Asheesh K. Singh, Soumik Sarkar, Arti Singh, Baskar Ganapathysubramanian:
Deep learning powered real-time identification of insects using citizen science data. CoRR abs/2306.02507 (2023) - [i37]Biswajit Khara, Kumar Saurabh, Robert Dyja, Anupam Sharma, Baskar Ganapathysubramanian:
Space-time finite element analysis of the advection-diffusion equation using Galerkin/least-square stabilization. CoRR abs/2307.00822 (2023) - [i36]Cheng-Hau Yang, Kumar Saurabh, Guglielmo Scovazzi, Claudio Canuto, Adarsh Krishnamurthy, Baskar Ganapathysubramanian:
Optimal Surrogate Boundary Selection and Scalability Studies for the Shifted Boundary Method on Octree Meshes. CoRR abs/2307.01479 (2023) - [i35]Anushrut Jignasu, Kelly O. Marshall, Baskar Ganapathysubramanian, Aditya Balu, Chinmay Hegde, Adarsh Krishnamurthy:
Towards Foundational AI Models for Additive Manufacturing: Language Models for G-Code Debugging, Manipulation, and Comprehension. CoRR abs/2309.02465 (2023) - [i34]Ethan Herron, Jaydeep Rade, Anushrut Jignasu, Baskar Ganapathysubramanian, Aditya Balu, Soumik Sarkar, Adarsh Krishnamurthy:
Latent Diffusion Models for Structural Component Design. CoRR abs/2309.11601 (2023) - 2022
- [j25]Makrand A. Khanwale
A fully-coupled framework for solving Cahn-Hilliard Navier-Stokes equations: Second-order, energy-stable numerical methods on adaptive octree based meshes. Comput. Phys. Commun. 280: 108501 (2022) - [j24]Devyani Jivani
GraSPI: Extensible software for the graph-based quantification of morphology in organic electronics. SoftwareX 17: 100969 (2022) - [j23]Balaji Sesha Sarath Pokuri
Algorithm 1025: PARyOpt: A Software for Parallel Asynchronous Remote Bayesian Optimization. ACM Trans. Math. Softw. 48(2): 24:1-24:15 (2022) - [c17]Jiabin Lin, Xian Yeow Lee
Stochastic Conservative Contextual Linear Bandits. CDC 2022: 7321-7326 - [c16]Han D. Tran, Milinda Fernando, Kumar Saurabh, Baskar Ganapathysubramanian, Robert M. Kirby, Hari Sundar:
A scalable adaptive-matrix SPMV for heterogeneous architectures. IPDPS 2022: 13-24 - [i33]Jiabin Lin, Xian Yeow Lee
Stochastic Conservative Contextual Linear Bandits. CoRR abs/2203.15629 (2022) - [i32]Kumar Saurabh, Masado Ishii, Makrand A. Khanwale, Hari Sundar, Baskar Ganapathysubramanian:
Scalable adaptive algorithms for next-generation multiphase simulations. CoRR abs/2209.12130 (2022) - [i31]Kumar Saurabh, Peter J. Dudenas, Eliot Gann, Veronica G. Reynolds, Subhrangsu Mukherjee, Daniel Sunday, Tyler B. Martin, Peter A. Beaucage, Michael L. Chabinyc, Dean M. DeLongchamp, Adarsh Krishnamurthy
CyRSoXS: A GPU-accelerated virtual instrument for Polarized Resonant Soft X-ray Scattering (P-RSoXS). CoRR abs/2209.13121 (2022) - [i30]Biswajit Khara, Ethan Herron, Zhanhong Jiang, Aditya Balu, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy
Neural PDE Solvers for Irregular Domains. CoRR abs/2211.03241 (2022) - 2021
- [j22]Kumar Saurabh
Industrial scale Large Eddy Simulations with adaptive octree meshes using immersogeometric analysis. Comput. Math. Appl. 97: 28-44 (2021) - [j21]Jan Thompson, Baskar Ganapathysubramanian, Wei Chen, Michael C. Dorneich, Philip Gassman, Caroline C. Krejci
Iowa Urban FEWS: Integrating Social and Biophysical Models for Exploration of Urban Food, Energy, and Water Systems. Frontiers Big Data 4: 662186 (2021) - [j20]Xian Yeow Lee
Fast inverse design of microstructures via generative invariance networks. Nat. Comput. Sci. 1(3): 229-238 (2021) - [c15]Minsu Cho, Aditya Balu, Ameya Joshi, Anjana Deva Prasad, Biswajit Khara, Soumik Sarkar, Baskar Ganapathysubramanian, Adarsh Krishnamurthy
Differentiable Spline Approximations. NeurIPS 2021: 20270-20282 - [c14]Kumar Saurabh, Masado Ishii, Milinda Fernando, Boshun Gao, Kendrick Tan, Ming-Chen Hsu
Scalable adaptive PDE solvers in arbitrary domains. SC 2021: 20 - [c13]Aditya Balu, Sergio Botelho, Biswajit Khara, Vinay Rao, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Santi Adavani, Baskar Ganapathysubramanian:
Distributed multigrid neural solvers on megavoxel domains. SC 2021: 49 - [c12]Kumar Saurabh, Santi Adavani, Kendrick Tan, Masado Ishii, Boshun Gao, Adarsh Krishnamurthy
Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources. SC (Workshops) 2021: 79-86 - [i29]Aditya Balu, Sergio Botelho, Biswajit Khara, Vinay Rao, Chinmay Hegde, Soumik Sarkar, Santi Adavani, Adarsh Krishnamurthy, Baskar Ganapathysubramanian:
Distributed Multigrid Neural Solvers on Megavoxel Domains. CoRR abs/2104.14538 (2021) - [i28]Makrand A. Khanwale, Kumar Saurabh, Masado Ishii, Hari Sundar, James A. Rossmanith, Baskar Ganapathysubramanian:
A projection-based, semi-implicit time-stepping approach for the Cahn-Hilliard Navier-Stokes equations on adaptive octree meshes. CoRR abs/2107.05123 (2021) - [i27]Kumar Saurabh, Masado Ishii, Milinda Fernando, Boshun Gao, Kendrick Tan, Ming-Chen Hsu, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian:
Scalable adaptive PDE solvers in arbitrary domains. CoRR abs/2108.03757 (2021) - [i26]Minsu Cho, Aditya Balu, Ameya Joshi, Anjana Deva Prasad, Biswajit Khara, Soumik Sarkar, Baskar Ganapathysubramanian, Adarsh Krishnamurthy, Chinmay Hegde:
Differentiable Spline Approximations. CoRR abs/2110.01532 (2021) - [i25]Biswajit Khara, Aditya Balu, Ameya Joshi, Soumik Sarkar, Chinmay Hegde, Adarsh Krishnamurthy, Baskar Ganapathysubramanian:
NeuFENet: Neural Finite Element Solutions with Theoretical Bounds for Parametric PDEs. CoRR abs/2110.01601 (2021) - [i24]Kumar Saurabh, Santi Adavani, Kendrick Tan, Masado Ishii, Boshun Gao, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian:
Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources. CoRR abs/2111.09353 (2021) - 2020
- [j19]Ramin Noruzi, Sambit Ghadai, Onur Rauf Bingol, Adarsh Krishnamurthy
NURBS-based microstructure design for organic photovoltaics. Comput. Aided Des. 118 (2020) - [j18]Shi Li, Balaji Sesha Sarath Pokuri
Determination of the Free Energies of Mixing of Organic Solutions through a Combined Molecular Dynamics and Bayesian Statistics Approach. J. Chem. Inf. Model. 60(3): 1424-1431 (2020) - [j17]Makrand A. Khanwale
Simulating two-phase flows with thermodynamically consistent energy stable Cahn-Hilliard Navier-Stokes equations on parallel adaptive octree based meshes. J. Comput. Phys. 419: 109674 (2020) - [c11]Ameya Joshi
InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models. AAAI 2020: 4377-4384 - [c10]Sergio Botelho, Ameya Joshi
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. MLHPC/AI4S@SC 2020: 50-63 - [i23]Koushik Nagasubramanian, Talukder Z. Jubery, Fateme Fotouhi Ardakani, Seyed Vahid Mirnezami, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
How useful is Active Learning for Image-based Plant Phenotyping? CoRR abs/2006.04255 (2020) - [i22]Johnathon Shook, Tryambak Gangopadhyay, Linjiang Wu, Baskar Ganapathysubramanian, Soumik Sarkar, Asheesh K. Singh:
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning. CoRR abs/2006.13847 (2020) - [i21]Koushik Nagasubramanian, Asheesh K. Singh, Arti Singh, Soumik Sarkar, Baskar Ganapathysubramanian:
Usefulness of interpretability methods to explain deep learning based plant stress phenotyping. CoRR abs/2007.05729 (2020) - [i20]Sergio Botelho, Ameya Joshi, Biswajit Khara, Soumik Sarkar, Chinmay Hegde, Santi Adavani, Baskar Ganapathysubramanian:
Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models. CoRR abs/2007.12792 (2020) - [i19]Kumar Saurabh, Boshun Gao, Milinda Fernando, Songzhe Xu, Biswajit Khara, Makrand A. Khanwale, Ming-Chen Hsu, Adarsh Krishnamurthy, Hari Sundar, Baskar Ganapathysubramanian:
Industrial scale large eddy simulations (LES) with adaptive octree meshes using immersogeometric analysis. CoRR abs/2009.00706 (2020) - [i18]Makrand A. Khanwale, Kumar Saurabh, Milinda Fernando, Victor M. Calo, James A. Rossmanith, Hari Sundar, Baskar Ganapathysubramanian:
A fully-coupled framework for solving Cahn-Hilliard Navier-Stokes equations: Second-order, energy-stable numerical methods on adaptive octree based meshes. CoRR abs/2009.06628 (2020) - [i17]Sungu Kim, Robbyn K. Anand, Baskar Ganapathysubramanian:
Modeling electrochemical systems with weakly imposed Dirichlet boundary conditions. CoRR abs/2010.08778 (2020) - [i16]Luis G. Riera, Matthew E. Carroll, Zhisheng Zhang, Johnathon M. Shook, Sambuddha Ghosal, Tianshuang Gao, Arti Singh, Sourabh Bhattacharya, Baskar Ganapathysubramanian, Asheesh K. Singh, Soumik Sarkar:
Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications. CoRR abs/2011.07118 (2020)
2010 – 2019
- 2019
- [c9]Himanshu Sharma
Transfer Operator Based Approach for Estimating After Release Contaminant Distribution in Indoor Environment. ACC 2019: 4715-4720 - [c8]Masado Ishii, Milinda Fernando, Kumar Saurabh
Solving PDEs in space-time: 4D tree-based adaptivity, mesh-free and matrix-free approaches. SC 2019: 61:1-61:61 - [i15]Viraj Shah, Ameya Joshi, Sambuddha Ghosal, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde:
Encoding Invariances in Deep Generative Models. CoRR abs/1906.01626 (2019) - [i14]Makrand A. Khanwale, Alec D. Lofquist, Hari Sundar, James A. Rossmanith, Baskar Ganapathysubramanian:
Simulating two-phase flows with thermodynamically consistent energy stable Cahn-Hilliard Navier-Stokes equations on parallel adaptive octree based meshes. CoRR abs/1912.12453 (2019) - 2018
- [j16]Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar
A deep learning framework for causal shape transformation. Neural Networks 98: 305-317 (2018) - [j15]Naihui Zhou
Crowdsourcing image analysis for plant phenomics to generate ground truth data for machine learning. PLoS Comput. Biol. 14(7) (2018) - [j14]Sambuddha Ghosal
An explainable deep machine vision framework for plant stress phenotyping. Proc. Natl. Acad. Sci. USA 115(18): 4613-4618 (2018) - [j13]Tianshuang Gao
A Novel Multirobot System for Plant Phenotyping. Robotics 7(4): 61 (2018) - [j12]Robert Dyja
Parallel-In-Space-Time, Adaptive Finite Element Framework for Nonlinear Parabolic Equations. SIAM J. Sci. Comput. 40(3) (2018) - [c7]Himanshu Sharma
Transfer Operator Theoretic Framework for Monitoring Building Indoor Environment in Uncertain Operating Conditions. ACC 2018: 6790-6797 - [c6]Mehrdad Shoeiby, Antonio Robles-Kelly, Radu Timofte
PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. ECCV Workshops (5) 2018: 356-371 - [c5]Mahalakshmi Senthilarumugam Veilukandammal, Sree Nilakanta, Baskar Ganapathysubramanian, Vellareddy Anantharam, Anumantha Kanthasamy, Auriel A. Willette:
Big Data and Parkinson's Disease: Exploration, Analyses, and Data Challenges. HICSS 2018: 1-6 - [c4]Snehal Shete, Srikant Srinivasan
An automated tassel detection and trait extraction pipeline to support high-throughput field imaging of maize. ICVGIP 2018: 27:1-27:9 - [i13]Koushik Nagasubramanian, Sarah E. Jones, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian, Soumik Sarkar:
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps. CoRR abs/1804.08831 (2018) - [i12]Zehui Jiang, Chao Liu, Nathan P. Hendricks, Baskar Ganapathysubramanian, Dermot J. Hayes, Soumik Sarkar:
Predicting County Level Corn Yields Using Deep Long Short Term Memory Models. CoRR abs/1805.12044 (2018) - [i11]Himanshu Sharma, Anthony D. Fontanini, Umesh Vaidya, Baskar Ganapathysubramanian:
Transfer Operator Theoretic Framework for Monitoring Building Indoor Environment in Uncertain Operating Conditions. CoRR abs/1807.04781 (2018) - [i10]Balaji Sesha Sarath Pokuri, Alec Lofquist, Chad M. Risko, Baskar Ganapathysubramanian:
PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization. CoRR abs/1809.04668 (2018) - [i9]Balaji Sesha Sarath Pokuri, Sambuddha Ghosal, Apurva Kokate, Baskar Ganapathysubramanian, Soumik Sarkar:
Interpretable deep learning for guided structure-property explorations in photovoltaics. CoRR abs/1811.06067 (2018) - [i8]Rahul Singh, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde:
Physics-aware Deep Generative Models for Creating Synthetic Microstructures. CoRR abs/1811.09669 (2018) - [i7]Xian Yeow Lee
Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning. CoRR abs/1811.12444 (2018) - [i6]Himanshu Sharma, Umesh Vaidya, Baskar Ganapathysubramanian:
A Transfer Operator Methodology for Optimal Sensor Placement Accounting for Uncertainty. CoRR abs/1812.10541 (2018) - 2017
- [j11]David M. Ackerman, Kris T. Delaney
A finite element approach to self-consistent field theory calculations of multiblock polymers. J. Comput. Phys. 331: 280-296 (2017) - [i5]Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian:
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. CoRR abs/1710.04681 (2017) - [i4]Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar:
Interpretable Deep Learning applied to Plant Stress Phenotyping. CoRR abs/1710.08619 (2017) - 2016
- [i3]Adedotun Akintayo, Nigel Lee, Vikas Chawla, Mark Mullaney, Christopher Marett, Asheesh K. Singh, Arti Singh, Greg Tylka, Baskar Ganapathysubramanian, Soumik Sarkar:
An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection. CoRR abs/1603.07834 (2016) - [i2]Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar:
Deep Action Sequence Learning for Causal Shape Transformation. CoRR abs/1605.05368 (2016) - [i1]Vikas Chawla, Hsiang Sing Naik, Adedotun Akintayo, Dermot Hayes, Patrick S. Schnable, Baskar Ganapathysubramanian, Soumik Sarkar:
A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge. CoRR abs/1608.05127 (2016) - 2015
- [j10]Amal Aboulhassan
A Novel Framework for Visual Detection and Exploration of Performance Bottlenecks in Organic Photovoltaic Solar Cell Materials. Comput. Graph. Forum 34(3): 401-410 (2015) - [j9]Sai Kiranmayee Samudrala, Jaroslaw Zola, Srinivas Aluru, Baskar Ganapathysubramanian:
Parallel Framework for Dimensionality Reduction of Large-Scale Datasets. Sci. Program. 2015: 180214:1-180214:12 (2015) - [c3]Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar:
Hierarchical Feature Extraction for Efficient Design of Microfluidic Flow Patterns. FE@NIPS 2015: 213-225 - 2014
- [j8]Javier Diaz Montes, Yu Xie, Ivan Rodero
Federated Computing for the Masses-Aggregating Resources to Tackle Large-Scale Engineering Problems. Comput. Sci. Eng. 16(4): 62-72 (2014) - 2011
- [j7]Olga Wodo, Baskar Ganapathysubramanian:
Computationally efficient solution to the Cahn-Hilliard equation: Adaptive implicit time schemes, mesh sensitivity analysis and the 3D isoperimetric problem. J. Comput. Phys. 230(15): 6037-6060 (2011) - [c2]David Busch, Juan Ren, Qingze Zou, Baskar Ganapathysubramanian:
Rapid online quantification of tip-sample interaction for high-speed dynamic-mode atomic force microscope imaging. ACC 2011: 2879-2884
2000 – 2009
- 2009
- [j6]Baskar Ganapathysubramanian, Nicholas Zabaras:
A stochastic multiscale framework for modeling flow through random heterogeneous porous media. J. Comput. Phys. 228(2): 591-618 (2009) - [c1]Umesh Vaidya
Transfer operator method for control in fluid flows. CDC 2009: 1806-1811 - 2008
- [j5]Nicholas Zabaras, Baskar Ganapathysubramanian:
A scalable framework for the solution of stochastic inverse problems using a sparse grid collocation approach. J. Comput. Phys. 227(9): 4697-4735 (2008) - [j4]Baskar Ganapathysubramanian, Nicholas Zabaras:
A non-linear dimension reduction methodology for generating data-driven stochastic input models. J. Comput. Phys. 227(13): 6612-6637 (2008) - 2007
- [j3]Baskar Ganapathysubramanian, Nicholas Zabaras:
Sparse grid collocation schemes for stochastic natural convection problems. J. Comput. Phys. 225(1): 652-685 (2007) - [j2]Baskar Ganapathysubramanian, Nicholas Zabaras:
Modeling diffusion in random heterogeneous media: Data-driven models, stochastic collocation and the variational multiscale method. J. Comput. Phys. 226(1): 326-353 (2007) - 2006
- [j1]Nicholas Zabaras, Baskar Ganapathysubramanian, Lijian Tan:
Modelling dendritic solidification with melt convection using the extended finite element method. J. Comput. Phys. 218(1): 200-227 (2006)
Coauthor Index
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last updated on 2024-10-31 20:16 CET by the dblp team
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