Harsh Vardhan

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Machine Learning Models

Underwater Vehicles

Test Case Generation

Top Venues

J. Syst. Archit.

Multim. Tools Appl.

J. Cyber Secur. Mobil.

Publications

Harsh Vardhan, Umesh Timalsina, Michael Sandborn, David Hyde, Péter Völgyesi, Janos Sztipanovits
Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool. CoRR (2024)
Harsh Vardhan, Avishek Ghosh, Arya Mazumdar
An Improved Federated Clustering Algorithm with Model-based Clustering. Trans. Mach. Learn. Res. 2024 (2024)
Harsh Vardhan, Péter Völgyesi, Will Hedgecock, Janos Sztipanovits
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design. CPS-IoT Week Workshops (2023)
Harsh Vardhan, Péter Völgyesi, Janos Sztipanovits
Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design. CoRR (2023)
Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR (2023)
Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI (2023)
Harsh Vardhan, Janos Sztipanovits
Search for universal minimum drag resistance underwater vehicle hull using CFD. CoRR (2023)
Srujan Teja Thomdapu, Harsh Vardhan, Ketan Rajawat
Stochastic Compositional Gradient Descent Under Compositional Constraints. IEEE Trans. Signal Process. 71 (2023)
Anshula Gupta, Anurag Barthwal, Harsh Vardhan, Shivani Kakria, Sumit Kumar, Ashish Singh Parihar
Evolutionary study of distributed authentication protocols and its integration to UAV-assisted FANET. Multim. Tools Appl. 82 (27) (2023)
Harsh Vardhan, Péter Völgyesi, Janos Sztipanovits
Fusion of ML with numerical simulation for optimized propeller design. CoRR (2023)
Harsh Vardhan, David Hyde, Umesh Timalsina, Péter Völgyesi, Janos Sztipanovits
Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls. CoRR (2023)
C. Donoso-Oliva, I. Becker, Pavlos Protopapas, Guillermo Cabrera-Vives, Vishnu M., Harsh Vardhan
ASTROMER: A transformer-based embedding for the representation of light curves. CoRR (2022)
Harsh Vardhan, Janos Sztipanovits
Reduced Robust Random Cut Forest for Out-Of-Distribution detection in machine learning models. CoRR (2022)
Harsh Vardhan, Sebastian U. Stich
Tackling benign nonconvexity with smoothing and stochastic gradients. CoRR (2022)
Harsh Vardhan, Janos Sztipanovits
Deep Learning-based FEA surrogate for sub-sea pressure vessel. CoRR (2022)
Harsh Vardhan, Umesh Timalsina, Péter Völgyesi, Janos Sztipanovits
Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression. CoRR (2022)
Harsh Vardhan, Janos Sztipanovits
DeepAL for Regression Using ε-weighted Hybrid Query Strategy. CoRR (2022)
Harsh Vardhan, Neal M. Sarkar, Himanshu Neema
Modeling and Optimization of a Longitudinally-Distributed Global Solar Grid. CoRR (2022)
Himanshu Neema, Harsh Vardhan, Carlos A. Barreto, Xenofon D. Koutsoukos
Web-Based Platform for Evaluation of Resilient and Transactive Smart-Grids. CoRR (2022)
Harsh Vardhan, Janos Sztipanovits
Rare event failure test case generation in Learning-Enabled-Controllers. CoRR (2022)
Harsh Vardhan, Péter Völgyesi, Janos Sztipanovits
Machine learning assisted propeller design. ICCPS (2021)
Harsh Vardhan, Janos Sztipanovits
Rare event failure test case generation in Learning-Enabled-Controllers. ICMLT (2021)
Charu Negi, Preeti Mishra, Pooja Chaudhary, Harsh Vardhan
A Review and Case Study on Android Malware: Threat Model, Attacks, Techniques and Tools. J. Cyber Secur. Mobil. 10 (1) (2021)
Yogesh D. Barve, Himanshu Neema, Zhuangwei Kang, Harsh Vardhan, Hongyang Sun, Aniruddha Gokhale
EXPPO: EXecution Performance Profiling and Optimization for CPS Co-simulation-as-a-Service. J. Syst. Archit. 118 (2021)
A. K. Verma, Manish Kumar Jha, P. K. Gautam, Arun Kumar Mishra, Harsh Vardhan, Shashank Kumar Singh
Prediction of thermal conductivity and damage in Indian Jalore granite for design of underground research laboratory. Neural Comput. Appl. 33 (20) (2021)
Himanshu Neema, Harsh Vardhan, Carlos A. Barreto, Xenofon D. Koutsoukos
Design and simulation platform for evaluation of grid distribution system and transactive energy. HotSoS (2019)
Himanshu Neema, Harsh Vardhan, Carlos A. Barreto, Xenofon D. Koutsoukos
Web-Based Platform for Evaluation of Resilient and Transactive Smart-Grids. MSCPES@CPSIoTWeek (2019)
Vikas Singh, Harsh Vardhan, Nishchal K. Verma, Yan Cui
Optimal Feature Selection using Fuzzy Combination of Feature Subset for Transcriptome Data. FUZZ-IEEE (2018)
Y. K. Lee, Chin K. Lim, Hamid Ghazialam, Harsh Vardhan, Erling Eklund
Surface mesh generation for dirty geometries by the Cartesian shrink-wrapping technique. Eng. Comput. 26 (4) (2010)
Y. K. Lee, Chin K. Lim, Hamid Ghazialam, Harsh Vardhan, Erling Eklund
Surface Mesh Generation for Dirty Geometries by Shrink Wrapping using Cartesian Grid Approach. IMR (2006)