Anuj Karpatne

1. Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
   2017/10/01 by Anuj Karpatne, Gowtham Atluri, James H. Faghmous +6 · 12 citations
2. Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
   2022/07/05 by Arka Daw, Jie Bu, Daw, Arka +7 · 17 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. Quadratic Residual Networks: A New Class of Neural Networks for Solving Forward and Inverse Problems in Physics Involving PDEs
   2021/01/20 by Jie Bu, Anuj Karpatne, Bu, Jie +1 · 8 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #and Science (cs.CE)
4. Spatio-Temporal Data Mining
   2018/08/22 by Gowtham Atluri, Anuj Karpatne, Vipin Kumar · 5 citations
   Computer Science · #Time Series Analysis and Forecasting #Data Management and Algorithms #Data Mining Algorithms and Applications
5. Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
   2025/01/16 by Arpita Chowdhury, Chowdhury, Arpita, Dipanjyoti Paul +23 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
6. VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images
   2024/08/28 by Md. Hasan Maruf, Maruf, M., Arka Daw +41 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes
   2018/10/05 by Xiaowei Jia, Anuj Karpatne, Jia, Xiaowei +13 · 1 citation
   Environmental Science · Computer Science · #Hydrological Forecasting Using AI #Time Series Analysis and Forecasting #Hydrology and Watershed Management Studies
8. Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
   2024/07/10 by Kazi Sajeed Mehrab, Md. Hasan Maruf, Mehrab, Kazi Sajeed +33 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
9. Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation
   2023/05/24 by Jie Bu, Bu, Jie, Kazi Sajeed Mehrab +3 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
10. Knowledge-guided Machine Learning: Current Trends and Future Prospects
    2024/03/24 by Anuj Karpatne, Xiaowei Jia, Karpatne, Anuj +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Neural Networks and Applications #and Science (cs.CE)
11. A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
    2024/10/15 by Gupta, Naveen, Medha Sawhney, Arka Daw +6 · 1 citation
    Earth and Planetary Sciences · Engineering · #Drilling and Well Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Geophysical Methods and Applications #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Seismic Imaging and Inversion Techniques
12. Reasoning-Guided Part-Level Visual Grounding via Reinforcement Learning
    2026/07/16 by Kazi Sajeed Mehrab, Hani Alomari, Najibul Haque Sarker +4
    #cs.CV