Piyush Pandita

Process optimization of graphene growth in a roll-to-roll plasma CVD system

Majed A. Alrefae, Anurag Kumar, Piyush Pandita et al. · AIP Advances · 2017 · 41 citations · Full text

Materials Science, Copper Foil, Chemical Engineering +12

Advances in Bayesian Probabilistic Modeling for Industrial Applications

Sayan Ghosh, Piyush Pandita, Steven Atkinson et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering · 2020 · 34 citations

Bayesian Statistic, Bayesian Decision Theory, Engineering +21

Surrogate-based sequential Bayesian experimental design using non-stationary Gaussian Processes

Piyush Pandita, Panagiotis Tsilifis, Nimish M. Awalgaonkar et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 29 citations

Bayesian Statistics, Gaussian Process, Optimal Experimental Design +7

Bayesian Optimal Design of Experiments for Inferring the Statistical Expectation of Expensive Black-Box Functions

Piyush Pandita, Ilias Bilionis, Jitesh H. Panchal · Journal of Mechanical Design · 2019 · 28 citations

Bayesian Statistic, Bayesian Decision Theory, Engineering +22

Application of Deep Transfer Learning and Uncertainty Quantification for Process Identification in Powder Bed Fusion

Piyush Pandita, Sayan Ghosh, Vipul Gupta et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering · 2021 · 25 citations

Engineering, Machine Learning, Deep Transfer Learning +18