Sayan Ghosh

发表

A Computational Study on Rotor and Fuselage Configuration Effect on Rotorcraft Brownout

Sayan Ghosh, R. Ganesh Rajagopalan, 2021, Journal of the American Helicopter Society.

Inverse Aerodynamic Design of Gas Turbine Blades using Probabilistic Machine Learning pdf

Liping Wang, Piyush Pandita, Nicholas Zabaras, 2021, Journal of Mechanical Design.

Uncertainty Quantification of Mesoscale Melt-Pool Model for Powder Bed Fusion Additive Manufacturing of Metals

Liping Wang, Piyush Pandita, Sayan Ghosh, 2021 .

Scalable Fully Bayesian Gaussian Process Modeling and Calibration With Adaptive Sequential Monte Carlo for Industrial Applications

Liping Wang, Piyush Pandita, Panagiotis Tsilifis, 2021 .

A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes pdf

Piyush Pandita, Dimitri Mavris, Raphael Gautier, 2021, International Journal for Uncertainty Quantification.

A Probabilistic Machine Learning Framework for Explicit Inverse Design of Industrial Gas Turbine Blades

Liping Wang, Piyush Pandita, Nicholas Zabaras, 2021, Volume 9B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration.

Dimensionality Reduction for Multi-Fidelity Gaussian Processes using Bayesian Adaptation

Liping Wang, Piyush Pandita, Panagiotis Tsilifis, 2021 .

Bayesian-entropy gaussian process for constrained metamodeling

Liping Wang, Piyush Pandita, Waad Subber, 2021, Reliab. Eng. Syst. Saf..

A Constrained Semi-parametric Gaussian Process Using Bayesian-Entropy Regression

Liping Wang, Sayan Ghosh, Yongming Liu, 2021 .

Bayesian Optimization for Multi-Objective High-Dimensional Turbine Aero Design

Liping Wang, Thomas Vandeputte, Sayan Ghosh, 2021, Volume 9B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration.

Computationally Efficient Bayesian Optimization for Multi-objective Industrial Applications

Liping Wang, Piyush Pandita, Sayan Ghosh, 2020, AIAA Scitech 2021 Forum.

Pro-ML IDeAS: A Probabilistic Framework for Explicit Inverse Design using Invertible Neural Network

Liping Wang, Piyush Pandita, Genghis Khan, 2020, AIAA Scitech 2021 Forum.

Estimation of ash, moisture content and detection of coal lithofacies from well logs using regression and artificial neural network modelling

Sayan Ghosh, Rima Chatterjee, Sayan Ghosh, 2016 .

Principal Component Analysis Assisted Surrogate Modeling (PCA-SM) of Correlated Loads for Uncertainty Analysis of Design Load Envelopes

Dimitri N. Mavris, David Rancourt, Simon Coggon, 2015 .

Rotor Configurational Effect on Rotorcraft Brownout

Mark W. Lohry, Sayan Ghosh, R. Rajagopalan, 2010 .

Designing Fractional-order PI

Swagatam Das, Kaushik Suresh, Debarati Kundu, 2009, World Congress on Nature and Biologically Inspired Computing.