Anuj Karpatne
Virginia Polytechnic Institute and State University
H-index: 27
North America-United States
Top articles of Anuj Karpatne
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Modular Compositional Learning Improves 1D Hydrodynamic Lake Model Performance by Merging Process‐Based Modeling With Deep Learning | Journal of Advances in Modeling Earth Systems | Robert Ladwig Arka Daw Ellen A Albright Cal Buelo Anuj Karpatne | 2024/1 |
A FAIR and modular image‐based workflow for knowledge discovery in the emerging field of imageomics | Meghan A Balk John Bradley M Maruf Bahadir Altintaş Yasin Bakiş | 2024/4 | |
Knowledge-guided Machine Learning: Current Trends and Future Prospects | arXiv preprint arXiv:2403.15989 | Anuj Karpatne Xiaowei Jia Vipin Kumar | 2024/3/24 |
Improving biosensor accuracy and speed using dynamic signal change and theory-guided deep learning | Biosensors and Bioelectronics | Junru Zhang Purna Srivatsa Fazel Haq Ahmadzai Yang Liu Xuerui Song | 2024/2/15 |
Motion Enhanced Multi‐Level Tracker (MEMTrack): A Deep Learning‐Based Approach to Microrobot Tracking in Dense and Low‐Contrast Environments | Advanced Intelligent Systems | Medha Sawhney Bhas Karmarkar Eric J Leaman Arka Daw Anuj Karpatne | 2024 |
Let there be order: Rethinking ordering in autoregressive graph generation | arXiv preprint arXiv:2305.15562 | Jie Bu Kazi Sajeed Mehrab Anuj Karpatne | 2023/5/24 |
MEMTRACK: A Deep Learning-Based Approach to Microrobot Tracking in Dense and Low-Contrast Environments | arXiv preprint arXiv:2310.09441 | Medha Sawhney Bhas Karmarkar Eric J Leaman Arka Daw Anuj Karpatne | 2023/10/13 |
Improving the Accuracy of Physics-Based Hydration-Free Energy Predictions by Machine Learning the Remaining Error Relative to the Experiment | Journal of Chemical Theory and Computation | Lewis Bass Luke H Elder Dan E Folescu Negin Forouzesh Igor S Tolokh | 2023/12/27 |
Neuro-Visualizer: An Auto-encoder-based Loss Landscape Visualization Method | arXiv preprint arXiv:2309.14601 | Mohannad Elhamod Anuj Karpatne | 2023/9/26 |
Satellite image classification across multiple resolutions and time using ordering constraint among instances | 2023/4/11 | ||
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis | arXiv preprint arXiv:2311.04157 | Dipanjyoti Paul Arpita Chowdhury Xinqi Xiong Feng-Ju Chang David Carlyn | 2023/11/7 |
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation | arXiv preprint arXiv:2308.11052 | M Maruf Arka Daw Amartya Dutta Jie Bu Anuj Karpatne | 2023/8/21 |
SIGAI Annual Report: July 1 2021-June 30 2022 | AI Matters | Sanmay Das Nicholas Mattei John P Dickerson Sven Koenig Louise Dennis | 2023/2/15 |
Reduction of Biosensor False Responses and Time Delay Using Dynamic Response and Theory-Guided Machine Learning | ACS sensors | Junru Zhang Purna Srivatsa Fazel Haq Ahmadzai Yang Liu Xuerui Song | 2023/11/6 |
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks | Mohannad Elhamod Mridul Khurana Harish Babu Manogaran Josef C Uyeda Meghan A Balk | 2023/8/6 | |
Physics-Guided Problem Decomposition for Scaling Deep Learning of Quantum Spin Models | APS March Meeting Abstracts | Wei-Cheng Lee Sangeeta Srivastava Samuel Olin Viktor Podolskiy Anuj Karpatne | 2023 |
SIGAI Annual Report: July 1 2022---August 30 2023 | AI Matters | Sanmay Das Nicholas Mattei John P Dickerson Sven Koenig Louise Dennis | 2023/10/20 |
Welcome to AI Matters 9 (1) | AI Matters | Ziyu Yao Anuj Karpatne | 2023/7/19 |
A data-driven approach to full-field nonlinear stress distribution and failure pattern prediction in composites using deep learning | Computer Methods in Applied Mechanics and Engineering | Reza Sepasdar Anuj Karpatne Maryam Shakiba | 2022/7/1 |
Knowledge guided machine learning: Accelerating discovery using scientific knowledge and data | Anuj Karpatne Ramakrishnan Kannan Vipin Kumar | 2022/8/15 |
