Rahul Rai

64 papers C 7Journal 54Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Dense object detection based canopy characteristics encoding for precise spraying in peach orchards.
Comput. Electron. Agric.
Shengli Xu, Siqi Zheng, Rahul Rai
2025 J jnl
Hybrid Physics-Infused One-Dimensional Convolutional Neural Network-Based Ensemble Learning Framework for Diesel Engine Fault Diagnostics.
J. Comput. Inf. Sci. Eng.
Shubhendu Kumar Singh, Raj Pradip Khawale, Subhashis Hazarika, Rahul Rai
2025 J jnl
MPTP-Net: melt pool temperature profile network for thermal field modeling in beam shaping of laser powder bed fusion.
J. Intell. Manuf.
Shengli Xu, Rahul Rai, Robert D. Moore, Giovanni Orlandi, Fadi Abdeljawad
2025 J jnl
ReqNet and ReqSim: A Network and Semantic Similarity Dataset of Requirements From the Tree Structure of System Requirement Specifications.
J. Comput. Inf. Sci. Eng.
Chandan K. Sahu, Rahul Rai, Margaret Wiecek, David J. Gorsich
2025 J jnl
Trailer-referenced autonomous navigation of agricultural tractor-trailer systems.
Comput. Electron. Agric.
Siqi Zheng, Shengli Xu, Rahul Rai
2024 J jnl
Blockchain technology for requirement traceability in systems engineering.
Inf. Syst.
Mohan S. R. Elapolu, Rahul Rai, David J. Gorsich, Denise M. Rizzo, Stephen Rapp, Matthew P. Castanier
2024 J jnl
Deep Learning in Computational Design Synthesis: A Comprehensive Review.
J. Comput. Inf. Sci. Eng.
Shubhendu Kumar Singh, Rahul Rai, Raj Pradip Khawale, Darshil Patel, Dustin Bielecki, Ryan Nguyen, Jun Wang, Zhibo Zhang
2024 J jnl
Hybrid physics-infused 1D-CNN based deep learning framework for diesel engine fault diagnostics.
Neural Comput. Appl.
Shubhendu Kumar Singh, Raj Pradip Khawale, Subhashis Hazarika, Ankur Bhatt, Brian Gainey, Benjamin Lawler, Rahul Rai
2024 J jnl
Machine learning based prediction of melt pool morphology in a laser-based powder bed fusion additive manufacturing process.
Int. J. Prod. Res.
Zhibo Zhang, Chandan K. Sahu, Shubhendu Kumar Singh, Rahul Rai, Zhuo Yang, Yan Lu
2024 J jnl
Security in modern manufacturing systems: integrating blockchain in artificial intelligence-assisted manufacturing.
Int. J. Prod. Res.
Dhruv Patel, Chandan K. Sahu, Rahul Rai
2024 J jnl
Vision-based autonomous navigation stack for tractors operating in peach orchards.
Comput. Electron. Agric.
Shengli Xu, Rahul Rai
2023 C conf
Adaptive Online Fault Mitigation using Hierarchical Engine Control.
ACC
Dhrubajit Chowdhury, Raman Goyal, Raj Pradip Khawale, Lara S. Crawford, Rahul Rai
2023 J jnl
Deep Learning Architecture for Computer Vision-based Structural Defect Detection.
Appl. Intell.
Ruoyu Yang, Shubhendu Kumar Singh, Mostafa Tavakkoli, M. Amin Karami, Rahul Rai
2023 J jnl
FuzzyGAN: Fuzzy generative adversarial networks for regression tasks.
Neurocomputing
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
2023 — conf
Hybrid Machine Learning and Autonomous Control Assisted Framework for Fault Diagnostics and Mitigation in Diesel Engines.
AIAI (2)
Raman Goyal, Dhrubajit Chowdhury, Subhashis Hazarika, Raj Pradip Khawale, Shubhendu Kumar Singh, Lara S. Crawford, Rahul Rai
2023 J jnl
Surface Acoustic Wave Propagation of GaN/Sapphire Integrated with a Gold Guiding Layer.
Sensors
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
2022 J jnl
An Optimization Framework for Operational-Level Resource Composition in an Inclusive Manufacturing System.
J. Comput. Inf. Sci. Eng.
Sube Singh, Ayush Mohanty, Rahul Rai, Biswajit Mahanty, Manoj Kumar Tiwari
2022 J jnl
Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain.
CoRR
Ryan Nguyen, Rahul Rai
2022 J jnl
Generative design of conformal cubic periodic cellular structures using a surrogate model-based optimisation scheme.
Int. J. Prod. Res.
Jun Wang, Rahul Rai
2022 J jnl
PIMNet: Physics-Infused Neural Network for Human Motion Prediction.
IEEE Robotics Autom. Lett.
Zhibo Zhang, Yanjun Zhu, Rahul Rai, David S. Doermann
2022 J jnl
Personal protective equipments (PPEs) for COVID-19: a product lifecycle perspective.
Int. J. Prod. Res.
Shubhendu Kumar Singh, Raj Pradip Khawale, Haiyong Chen, Haolong Zhang, Rahul Rai
2022 J jnl
Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis.
CoRR
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
2021 J jnl
Artificial intelligence (AI) in augmented reality (AR)-assisted manufacturing applications: a review.
Int. J. Prod. Res.
Chandan K. Sahu, Crystal Young, Rahul Rai
2021 J jnl
Automated Procedure Reconfiguration Framework for Augmented Reality-Guided Maintenance Applications.
J. Comput. Inf. Sci. Eng.
Crystal Young, Rahul Rai
2021 J jnl
Controlling Draft Interactions Between Quadcopter Unmanned Aerial Vehicles with Physics-aware Modeling.
J. Intell. Robotic Syst.
Ion Matei, Chen Zeng, Souma Chowdhury, Rahul Rai, Johan de Kleer
2021 J jnl
Enriching the functionally graded materials (FGM) ontology for digital manufacturing.
Int. J. Prod. Res.
Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Francesco Furini, Rahul Rai, J. Neil Otte, Barry Smith
2021 J jnl
Fuzzy Generative Adversarial Networks.
CoRR
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
2021 J jnl
IH-GAN: A Conditional Generative Model for Implicit Surface-Based Inverse Design of Cellular Structures.
CoRR
Jun Wang, Wei Wayne Chen, Mark D. Fuge, Rahul Rai
2021 J jnl
MIDPhyNet: Memorized infusion of decomposed physics in neural networks to model dynamic systems.
Neurocomputing
Zhibo Zhang, Rahul Rai, Souma Chowdhury, David S. Doermann
2021 J jnl
Machine learning in manufacturing and industry 4.0 applications.
Int. J. Prod. Res.
Rahul Rai, Manoj Kumar Tiwari, Dmitry A. Ivanov, Alexandre Dolgui
2021 J jnl
Semantic Map Injected GAN Training for Image-to-Image Translation.
CoRR
Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, Sunny Manchanda
2021 J jnl
The interpretive model of manufacturing: a theoretical framework and research agenda for machine learning in manufacturing.
Int. J. Prod. Res.
Ajit Sharma, Zhibo Zhang, Rahul Rai
2020 J jnl
A physics-aware learning architecture with input transfer networks for predictive modeling.
Appl. Soft Comput.
Amir Behjat, Chen Zeng, Rahul Rai, Ion Matei, David S. Doermann, Souma Chowdhury
2020 J jnl
Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters.
CoRR
Zhibo Zhang, Chen Zeng, Maulikkumar Dhameliya, Souma Chowdhury, Rahul Rai
2020 C conf
Deep Learning for Control: a non-Reinforcement Learning View.
ACC
Ion Matei, Raj Minhas, Maksym Zhenirovskyy, Johan de Kleer, Rahul Rai
2020 J jnl
Driven by Data or Derived Through Physics? A Review of Hybrid Physics Guided Machine Learning Techniques With Cyber-Physical System (CPS) Focus.
IEEE Access
Rahul Rai, Chandan K. Sahu
2020 J jnl
Hybrid modeling: Applications in real-time diagnosis.
CoRR
Ion Matei, Johan de Kleer, Alexander Feldman, Rahul Rai, Souma Chowdhury
2020 J jnl
Identifying Weakly Connected Subsystems in Building Energy Model for Effective Load Estimation in Presence of Parametric Uncertainty.
CoRR
Arpan Mukherjee, Anna Kuechle Szweda, Andrew Alegria, Rahul Rai, Tarunraj Singh
2020 J jnl
Interpretable machine learning models: a physics-based view.
CoRR
Ion Matei, Johan de Kleer, Christoforos Somarakis, Rahul Rai, John S. Baras
2020 — conf
Multi-resolution CNN for brain vessel segmentation from cerebrovascular images of intracranial aneurysm: a comparison of U-Net and DeepMedic.
Computer-Aided Diagnosis
Tatsat R. Patel, Nikhil Paliwal, Prakhar Jaiswal, Mohammad Waqas, Maxim Mokin, Adnan H. Siddiqui, Hui Meng, Rahul Rai, Vincent M. Tutino
2020 J jnl
Ontology-based approach to extract product's design features from online customers' reviews.
Comput. Ind.
Munira Mohd Ali, Mamadou Bilo Doumbouya, Thierry Louge, Rahul Rai, Mohamed-Hedi Karray
2020 J jnl
Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems.
SIAM/ASA J. Uncertain. Quantification
Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
2020 — conf
The Industrial Ontologies Foundry (IOF) Perspectives.
I-ESA Workshops
Mohamed-Hedi Karray, J. Neil Otte, Dimitris Kiritsis, Farhad Ameri, Boonserm Kulvatunyou, Chris Will, Rebeca Arista, Rahul Rai, Barry Smith
2019 J jnl
A geometric reasoning approach for additive manufacturing print quality assessment and automated model correction.
Comput. Aided Des.
Prakhar Jaiswal, Rahul Rai
2019 J jnl
A product life cycle ontology for additive manufacturing.
Comput. Ind.
Munira Mohd Ali, Rahul Rai, J. Neil Otte, Barry Smith
2019 J jnl
An ontological approach to representing the product life cycle.
Appl. Ontology
J. Neil Otte, Dimitris Kiritsis, Munira Mohd Ali, Ruoyu Yang, Binbin Zhang, Ron Rudnicki, Rahul Rai, Barry Smith
2019 J jnl
Gesture-based system for next generation natural and intuitive interfaces.
Artif. Intell. Eng. Des. Anal. Manuf.
Jinmiao Huang, Prakhar Jaiswal, Rahul Rai
2019 C conf
PI-LSTM: Physics-Infused Long Short-Term Memory Network.
ICMLA
Shubhendu Kumar Singh, Ruoyu Yang, Amir Behjat, Rahul Rai, Souma Chowdhury, Ion Matei
2018 J jnl
A Sequential Sampling Algorithm for Multistage Static Coverage Problems.
J. Comput. Inf. Sci. Eng.
Binbin Zhang, Jida Huang, Rahul Rai, Hemanth Manjunatha
2018 J jnl
Additive Manufacturing of Functionally Graded Material Objects: A Review.
J. Comput. Inf. Sci. Eng.
Binbin Zhang, Prakhar Jaiswal, Rahul Rai, Saigopal Nelaturi
2018 J jnl
Conceptual Three-Dimensional Modeling Using Intuitive Gesture-Based Midair Three-Dimensional Sketching Technique.
J. Comput. Inf. Sci. Eng.
Jinmiao Huang, Rahul Rai
2018 J jnl
Data-driven simulation for fast prediction of pull-up process in bottom-up stereo-lithography.
Comput. Aided Des.
Jun Wang, Sonjoy Das, Rahul Rai, Chi Zhou
2018 J jnl
FeatureNet: Machining feature recognition based on 3D Convolution Neural Network.
Comput. Aided Des.
Zhibo Zhang, Prakhar Jaiswal, Rahul Rai
2017 J jnl
Sketching in three dimensions: A beautification scheme.
Artif. Intell. Eng. Des. Anal. Manuf.
S. Sree Shankar, Rahul Rai
2016 J jnl
Assembly-based conceptual 3D modeling with unlabeled components using probabilistic factor graph.
Comput. Aided Des.
Prakhar Jaiswal, Jinmiao Huang, Rahul Rai
2016 J jnl
Fragmentary shape recognition: A BCI study.
Comput. Aided Des.
Rahul Rai, Akshay V. Deshpande
2015 C conf
Laplacian graph based approach for uncertainty quantification of large scale dynamical systems.
ACC
Arpan Mukherjee, Rahul Rai, Puneet Singla, Tarunraj Singh, Abani K. Patra
2014 J jnl
Human factors study on the usage of BCI headset for 3D CAD modeling.
Comput. Aided Des.
S. Sree Shankar, Rahul Rai
2013 C conf
Autonomous task assignment of multiple operators for human robot interaction.
ACC
Manoranjan Majji, Rahul Rai
2013 C conf
Jacobian matrix singularity based pareto front identification for multi-objective problems.
ACC
Brandon Brown, Tarunraj Singh, Rahul Rai
2013 C conf
Sequential randomized matrix factorization.
ACC
Shaunak D. Bopardikar, Sujit S. Nair, Rahul Rai
2012 J jnl
A Stochastic Tree-Search Algorithm for Generative Grammars1.
J. Comput. Inf. Sci. Eng.
Matthew I. Campbell, Rahul Rai, Tolga Kurtoglu
2006 J jnl
Agent-based optimization for product family design.
Ann. Oper. Res.
Rahul Rai, Venkat Allada
2002 J jnl
Modelling the machine loading problem of FMSs and its solution using a tabu-search-based heuristic.
Int. J. Comput. Integr. Manuf.
U. M. B. S. Sarma, Suman Kant, Rahul Rai, M. K. Tiwari