Rahul Rai

According to our database, Rahul Rai authored at least 59 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hybrid physics-infused 1D-CNN based deep learning framework for diesel engine fault diagnostics.

Shubhendu Kumar Singh, Raj Pradip Khawale, Subhashis Hazarika, Ankur Bhatt, Brian Gainey, Benjamin Lawler, Rahul Rai

Neural Comput. Appl., October, 2024

Deep Learning in Computational Design Synthesis: A Comprehensive Review.

Shubhendu Kumar Singh, Rahul Rai, Raj Pradip Khawale, Darshil Patel, Dustin Bielecki, Ryan Nguyen, Jun Wang, Zhibo Zhang

J. Comput. Inf. Sci. Eng., April, 2024

Machine learning based prediction of melt pool morphology in a laser-based powder bed fusion additive manufacturing process.

Zhibo Zhang, Chandan K. Sahu, Shubhendu Kumar Singh, Rahul Rai, Zhuo Yang, Yan Lu

Int. J. Prod. Res., March, 2024

Security in modern manufacturing systems: integrating blockchain in artificial intelligence-assisted manufacturing.

Dhruv Patel, Chandan K. Sahu, Rahul Rai

Int. J. Prod. Res., February, 2024

Blockchain technology for requirement traceability in systems engineering.

Mohan S. R. Elapolu, Rahul Rai, David J. Gorsich, Denise M. Rizzo, Stephen Rapp, Matthew P. Castanier

Inf. Syst., 2024

Vision-based autonomous navigation stack for tractors operating in peach orchards.

Shengli Xu, Rahul Rai

Comput. Electron. Agric., 2024

2023

Deep Learning Architecture for Computer Vision-based Structural Defect Detection.

Ruoyu Yang, Shubhendu Kumar Singh, Mostafa Tavakkoli, M. Amin Karami, Rahul Rai

Appl. Intell., October, 2023

Surface Acoustic Wave Propagation of GaN/Sapphire Integrated with a Gold Guiding Layer.

Muhammad Musoddiq Jaafar, Mohd Farhanulhakim Mohd Razip Wee, Hoang-Tan-Ngoc Nguyen, Le Trung Hieu, Rahul Rai, Ashish Kumar Sahoo, Chang Fu Dee, Edward Yi Chang, Burhanuddin Yeop Majlis, Clarence Augustine Th Tee

Sensors, March, 2023

FuzzyGAN: Fuzzy generative adversarial networks for regression tasks.

Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai

Neurocomputing, March, 2023

Hybrid Machine Learning and Autonomous Control Assisted Framework for Fault Diagnostics and Mitigation in Diesel Engines.

Raman Goyal, Dhrubajit Chowdhury, Subhashis Hazarika, Raj Pradip Khawale, Shubhendu Kumar Singh, Lara S. Crawford, Rahul Rai

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Adaptive Online Fault Mitigation using Hierarchical Engine Control.

Dhrubajit Chowdhury, Raman Goyal, Raj Pradip Khawale, Lara S. Crawford, Rahul Rai

Proceedings of the American Control Conference, 2023

2022

PIMNet: Physics-Infused Neural Network for Human Motion Prediction.

Zhibo Zhang, Yanjun Zhu, Rahul Rai, David S. Doermann

IEEE Robotics Autom. Lett., 2022

An Optimization Framework for Operational-Level Resource Composition in an Inclusive Manufacturing System.

Sube Singh, Ayush Mohanty, Rahul Rai, Biswajit Mahanty, Manoj Kumar Tiwari

J. Comput. Inf. Sci. Eng., 2022

Generative design of conformal cubic periodic cellular structures using a surrogate model-based optimisation scheme.

Jun Wang, Rahul Rai

Int. J. Prod. Res., 2022

Personal protective equipments (PPEs) for COVID-19: a product lifecycle perspective.

Shubhendu Kumar Singh, Raj Pradip Khawale, Haiyong Chen, Haolong Zhang, Rahul Rai

Int. J. Prod. Res., 2022

Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain.

Ryan Nguyen, Rahul Rai

CoRR, 2022

Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis.

Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai

CoRR, 2022

2021

Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications.

Crystal Young, Rahul Rai

J. Comput. Inf. Sci. Eng., February, 2021

Controlling Draft Interactions Between Quadcopter Unmanned Aerial Vehicles with Physics-aware Modeling.

Ion Matei, Chen Zeng, Souma Chowdhury, Rahul Rai, Johan de Kleer

J. Intell. Robotic Syst., 2021

The interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing.

Ajit Sharma, Zhibo Zhang, Rahul Rai

Int. J. Prod. Res., 2021

Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review.

Chandan K. Sahu, Crystal Young, Rahul Rai

Int. J. Prod. Res., 2021

Machine learning in manufacturing and industry 4.0 applications.

Rahul Rai, Manoj Kumar Tiwari, Dmitry A. Ivanov, Alexandre Dolgui

Int. J. Prod. Res., 2021

Enriching the functionally graded materials (FGM) ontology for digital manufacturing.

Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Francesco Furini, Rahul Rai, J. Neil Otte, Barry Smith

Int. J. Prod. Res., 2021

MIDPhyNet: Memorized infusion of decomposed physics in neural networks to model dynamic systems.

Zhibo Zhang, Rahul Rai, Souma Chowdhury, David S. Doermann

Neurocomputing, 2021

Semantic Map Injected GAN Training for Image-to-Image Translation.

Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, Sunny Manchanda

CoRR, 2021

Fuzzy Generative Adversarial Networks.

Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai

CoRR, 2021

IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures.

Jun Wang, Wei Wayne Chen, Mark D. Fuge, Rahul Rai

CoRR, 2021

2020

Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems.

Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra

SIAM/ASA J. Uncertain. Quantification, 2020

Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters.

Zhibo Zhang, Chen Zeng, Maulikkumar Dhameliya, Souma Chowdhury, Rahul Rai

CoRR, 2020

Identifying Weakly Connected Subsystems in Building Energy Model for Effective Load Estimation in Presence of Parametric Uncertainty.

Arpan Mukherjee, Anna Kuechle Szweda, Andrew Alegria, Rahul Rai, Tarunraj Singh

CoRR, 2020

Interpretable machine learning models: a physics-based view.

Ion Matei, Johan de Kleer, Christoforos Somarakis, Rahul Rai, John S. Baras

CoRR, 2020

Hybrid modeling: Applications in real-time diagnosis.

Ion Matei, Johan de Kleer, Alexander Feldman, Rahul Rai, Souma Chowdhury

CoRR, 2020

Ontology-based approach to extract product's design features from online customers' reviews.

Munira Mohd Ali, Mamadou Bilo Doumbouya, Thierry Louge, Rahul Rai, Mohamed-Hedi Karray

Comput. Ind., 2020

A physics-aware learning architecture with input transfer networks for predictive modeling.

Amir Behjat, Chen Zeng, Rahul Rai, Ion Matei, David S. Doermann, Souma Chowdhury

Appl. Soft Comput., 2020

Driven by Data or Derived Through Physics? A Review of Hybrid Physics Guided Machine Learning Techniques With Cyber-Physical System (CPS) Focus.

Rahul Rai, Chandan K. Sahu

IEEE Access, 2020

Multi-resolution CNN for brain vessel segmentation from cerebrovascular images of intracranial aneurysm: a comparison of U-Net and DeepMedic.

Tatsat R. Patel, Nikhil Paliwal, Prakhar Jaiswal, Mohammad Waqas, Maxim Mokin, Adnan H. Siddiqui, Hui Meng, Rahul Rai, Vincent M. Tutino

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

The Industrial Ontologies Foundry (IOF) Perspectives.

Mohamed-Hedi Karray, J. Neil Otte, Dimitris Kiritsis, Farhad Ameri, Boonserm Kulvatunyou, Chris Will, Rebeca Arista, Rahul Rai, Barry Smith

Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 10th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2020), 2020

Deep Learning for Control: a non-Reinforcement Learning View.

Ion Matei, Raj Minhas, Maksym Zhenirovskyy, Johan de Kleer, Rahul Rai

Proceedings of the 2020 American Control Conference, 2020

2019

A product life cycle ontology for additive manufacturing.

Munira Mohd Ali, Rahul Rai, J. Neil Otte, Barry Smith

Comput. Ind., 2019

A geometric reasoning approach for additive manufacturing print quality assessment and automated model correction.

Prakhar Jaiswal, Rahul Rai

Comput. Aided Des., 2019

An ontological approach to representing the product life cycle.

J. Neil Otte, Dimitris Kiritsis, Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Ron Rudnicki, Rahul Rai, Barry Smith

Appl. Ontology, 2019

Gesture-based system for next generation natural and intuitive interfaces.

Jinmiao Huang, Prakhar Jaiswal, Rahul Rai

Artif. Intell. Eng. Des. Anal. Manuf., 2019

PI-LSTM: Physics-Infused Long Short-Term Memory Network.

Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Additive Manufacturing of Functionally Graded Material Objects: A Review.

Binbin Zhang, Prakhar Jaiswal, Rahul Rai, Saigopal Nelaturi

J. Comput. Inf. Sci. Eng., 2018

A Sequential Sampling Algorithm for Multistage Static Coverage Problems.

Binbin Zhang, Jida Huang, Rahul Rai, Hemanth Manjunatha

J. Comput. Inf. Sci. Eng., 2018

Conceptual Three-Dimensional Modeling Using Intuitive Gesture-Based Midair Three-Dimensional Sketching Technique.

Jinmiao Huang, Rahul Rai

J. Comput. Inf. Sci. Eng., 2018

FeatureNet: Machining feature recognition based on 3D Convolution Neural Network.

Zhibo Zhang, Prakhar Jaiswal, Rahul Rai

Comput. Aided Des., 2018

Data-driven simulation for fast prediction of pull-up process in bottom-up stereo-lithography.

Jun Wang, Sonjoy Das, Rahul Rai, Chi Zhou

Comput. Aided Des., 2018

2017

Sketching in three dimensions: A beautification scheme.

S. Sree Shankar, Rahul Rai

Artif. Intell. Eng. Des. Anal. Manuf., 2017

2016

Fragmentary shape recognition: A BCI study.

Rahul Rai, Akshay V. Deshpande

Comput. Aided Des., 2016

Assembly-based conceptual 3D modeling with unlabeled components using probabilistic factor graph.

Prakhar Jaiswal, Jinmiao Huang, Rahul Rai

Comput. Aided Des., 2016

2015

Laplacian graph based approach for uncertainty quantification of large scale dynamical systems.

Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra

Proceedings of the American Control Conference, 2015

2014

Human factors study on the usage of BCI headset for 3D CAD modeling.

S. Sree Shankar, Rahul Rai

Comput. Aided Des., 2014

2013

Autonomous task assignment of multiple operators for human robot interaction.

Manoranjan Majji, Rahul Rai

Proceedings of the American Control Conference, 2013

Jacobian matrix singularity based pareto front identification for multi-objective problems.

Brandon Brown, Tarunraj Singh, Rahul Rai

Proceedings of the American Control Conference, 2013

Sequential randomized matrix factorization.

Shaunak D. Bopardikar, Sujit S. Nair, Rahul Rai

Proceedings of the American Control Conference, 2013

2012

A Stochastic Tree-Search Algorithm for Generative Grammars1.

Matthew I. Campbell, Rahul Rai, Tolga Kurtoglu

J. Comput. Inf. Sci. Eng., 2012

2006

Agent-based optimization for product family design.

Rahul Rai, Venkat Allada

Ann. Oper. Res., 2006

2002

Modelling the machine loading problem of FMSs and its solution using a tabu-search-based heuristic.

U. M. B. S. Sarma, Suman Kant, Rahul Rai, M. K. Tiwari

Int. J. Comput. Integr. Manuf., 2002