Aashwin Mishra

1. Physics Constrained Unsupervised Deep Learning for Rapid, High Resolution Scanning Coherent Diffraction Reconstruction
   2023/06/19 by Oliver Hoidn, Hoidn, Oliver, Aashwin Mishra +3 · 7 citations
   Physics and Astronomy · #Adaptive optics and wavefront sensing #Advanced X-ray Imaging Techniques #Astrophysical Phenomena and Observations #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optics (physics.optics) #electronic engineering #information engineering
2. Improving Surrogate Model Accuracy for the LCLS-II Injector Frontend Using Convolutional Neural Networks and Transfer Learning
   2021/03/12 by Lipi Gupta, Auralee Edelen, Gupta, Lipi +8 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Accelerator Physics (physics.acc-ph) #FOS: Physical sciences #Machine Learning and Data Classification #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management
3. An uncertainty estimation module for turbulence model predictions in SU2
   2018/03/02 by Aashwin Mishra, Jayant Mukhopadhaya, Mishra, Aashwin Ananda +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Computational Fluid Dynamics and Aerodynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Probabilistic and Robust Engineering Design