Iyer, Akshay

1. Fully Bayesian inference for latent variable Gaussian process models
   2022/11/04 by Suraj Yerramilli, Yerramilli, Suraj, Akshay Iyer +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design
2. Data-Centric Mixed-Variable Bayesian Optimization For Materials Design
   2019/07/04 by Iyer, Akshay, Zhang, Yichi, Prasad, Aditya +5 · 1 citation
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Materials Science (cond-mat.mtrl-sci)
3. A Conditional Generative Model for Predicting Material Microstructures from Processing Methods
   2019/10/04 by Iyer, Akshay, Dey, Biswadip, Dasgupta, Arindam +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Materials Science (cond-mat.mtrl-sci) #electronic engineering #information engineering
4. An Automated System for Detecting Visual Damages of Wind Turbine Blades
   2022/05/22 by Nguyen, Linh, Iyer, Akshay, Khushu, Shweta · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Learning to identify cracks on wind turbine blade surfaces using drone-based inspection images
   2022/07/20 by Akshay Iyer, Iyer, Akshay, Nguyen, Linh +2 · 1 citation
   Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Non-Destructive Testing Techniques #Remote Sensing and LiDAR Applications #electronic engineering #information engineering
6. Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
   2024/01/27 by Lokesh Nagalapatti, Akshay Iyer, Nagalapatti, Lokesh +5 · 1 citation
   Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Flow Measurement and Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Microwave Imaging and Scattering Analysis