Kumar, Sawan

1. NILE : Natural Language Inference with Faithful Natural Language\n Explanations
   2020/05/25 by Sawan Kumar, Kumar, Sawan, Partha Talukdar +1 · 5 citations
   Computer Science · Materials Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
2. Reordering Examples Helps during Priming-based Few-Shot Learning
   2021/06/03 by Kumar, Sawan, Talukdar, Partha · 5 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations
   2024/04/24 by Sawan Kumar, Rajdip Nayek, Kumar, Sawan +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Target Tracking and Data Fusion in Sensor Networks
4. FUsion-based ConstitutivE model (FuCe): Towards model-data augmentation in constitutive modelling
   2024/10/18 by Tushar, Kumar, Sawan, Chakraborty, Souvik · 1 citation
   #Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Finance #and Science (cs.CE)
5. Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics
   2024/09/17 by Sawan Kumar, Rajdip Nayek, Kumar, Sawan +3 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks