Bora, Aniruddha

1. Physics-Informed Deep Neural Operator Networks
   2022/07/08 by Somdatta Goswami, Aniruddha Bora, Goswami, Somdatta +5 · 18 citations
   Engineering · Materials Science · Physics and Astronomy · #Enhanced Oil Recovery Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
2. Integrating Neural Operators with Diffusion Models Improves Spectral Representation in Turbulence Modeling
   2024/09/13 by Vivek Oommen, Oommen, Vivek, Aniruddha Bora +5 · 8 citations
   Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems
   2025/03/17 by Khodakarami, Siavash, Oommen, Vivek, Bora, Aniruddha +1 · 8 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
4. Learning bias corrections for climate models using deep neural operators
   2023/02/07 by Bora, Aniruddha, Shukla, Khemraj, Zhang, Shixuan +3 · 1 citation
   #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences
5. TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers
   2023/07/05 by Alan John Varghese, Varghese, Alan John, Aniruddha Bora +5 · 1 citation
   Computer Science · Physics and Astronomy · Psychology · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mental Health Research Topics