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39 results on '"Ganapathysubramanian, Baskar"'

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1. Deep learning powered real-time identification of insects using citizen science data

2. Generating Finite Element Codes combining Adaptive Octrees with Complex Geometries

3. Self-supervised maize kernel classification and segmentation for embryo identification

4. Direct numerical simulation of electrokinetic transport phenomena: variational multi-scale stabilization and octree-based mesh refinement

5. Out-of-distribution detection algorithms for robust insect classification

6. Optimal Surrogate Boundary Selection and Scalability Studies for the Shifted Boundary Method on Octree Meshes

7. Space-time finite element analysis of the advection-diffusion equation using Galerkin/least-square stabilization

8. Geometric Modeling and Physics Simulation Framework for Building a Digital Twin of Extrusion-based Additive Manufacturing

9. Stochastic Conservative Contextual Linear Bandits

10. Neural PDE Solvers for Irregular Domains

11. Breakup dynamics in primary jet atomization using mesh- and interface- refined Cahn-Hilliard Navier-Stokes

12. Scalable adaptive algorithms for next-generation multiphase flow simulations

13. Feature engineering for microstructure-property mapping in organic photovoltaics

14. Differentiable Spline Approximations

15. NeuFENet: Neural Finite Element Solutions with Theoretical Bounds for Parametric PDEs

16. Case study of SARS-CoV-2 transmission risk assessment in indoor environments using cloud computing resources

17. A projection-based, semi-implicit time-stepping approach for the Cahn-Hilliard Navier-Stokes equations on adaptive octree meshes

18. Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications Deep Multi-view Image Fusion for Soybean Yield Estimation in Breeding Applications

19. Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models

20. How useful is Active Learning for Image-based Plant Phenotyping?

21. Usefulness of interpretability methods to explain deep learning based plant stress phenotyping

22. Modeling electrochemical systems with weakly imposed Dirichlet boundary conditions

23. Encoding Invariances in Deep Generative Models

24. High throughput, automated prediction of focusing patterns for inertial microfluidics

25. Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning

26. Physics-aware Deep Generative Models for Creating Synthetic Microstructures

27. PARyOpt: A software for Parallel Asynchronous Remote Bayesian Optimization

28. Predicting County Level Corn Yields Using Deep Long Short Term Memory Models

29. Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps

30. Nanoscale Morphology of Doctor Bladed versus Spin‐Coated Organic Photovoltaic Films

31. Interpretable Deep Learning applied to Plant Stress Phenotyping

32. Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean

33. Integrating optimization with thermodynamics and plant physiology for crop ideotype design

34. Deep Action Sequence Learning for Causal Shape Transformation

35. A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge

36. Constructing low-dimensional stochastic wind models through hierarchical spatial temporal decomposition

37. A near real-time framework for extracting tip-sample forces in dynamic atomic force microscopy (dAFM)

38. A novel graph-based formulation for characterizing morphology with application to organic solar cells

39. Parallel-in-space-time, adaptive finite element framework for non-linear parabolic equations

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