World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
54
Citations
9999
World Ranking
4628
National Ranking
2150

Electronics and Electrical Engineering

D-Index
53
Citations
9383
World Ranking
2449
National Ranking
945

Research.com Recognitions

  • 2018 - IEEE Life Fellow
  • 2013 - Eminent Engineer, Tau Beta Pi
  • 2012 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 2006 - ACM Distinguished Member
  • 1999 - IEEE Fellow

Overview

Arun K. Somani is affiliated with Iowa State University in the United States. The research work spans multiple domains within computer science and engineering, with a focus on artificial intelligence, computer vision, electrical and electronic engineering, and aerospace engineering.

The scientist's recent publications demonstrate contributions primarily in neural network applications and systems architecture. Notable papers include:

  • "A survey of techniques for optimizing transformer inference" (2023), published in Journal of Systems Architecture
  • "Neural Architecture Search for Transformers: A Survey" (2022), published in IEEE Access
  • "Neural Architecture Search Survey: A Hardware Perspective" (2022), published in ACM Computing Surveys
  • "Neural Architecture Search Benchmarks: Insights and Survey" (2023), published in IEEE Access
  • "Attention-Based Road Registration for GPS-Denied UAS Navigation" (2020), published in IEEE Transactions on Neural Networks and Learning Systems

Frequent co-authors include Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Yiming Bian, and Sparsh Mittal. These collaborations are reflected in several joint publications, particularly in the fields of neural architecture and transformer models.

Publication venues where this scientist frequently appears are:

  • IEEE Access
  • arXiv (Cornell University)
  • Journal of Systems Architecture
  • ACM Computing Surveys
  • AI

Their work is rooted mainly in computer science and engineering with 30 and 16 publications respectively.

Subfields emphasized in research include:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Computer Networks and Communications
  • Aerospace Engineering

Main research topics involve:

  • Advanced Neural Network Applications
  • Domain Adaptation and Few-Shot Learning
  • Neural Networks and Applications
  • Adversarial Robustness in Machine Learning
  • Machine Learning and Data Classification
  • COVID-19 diagnosis using AI
  • Robotics and Sensor-Based Localization

Arun K. Somani has contributed to book publications as well, including a title published by Springer Nature:

  • "Smart Systems: Innovations in Computing" (2021)

The scientist has received recognition in the form of awards such as:

  • Fellow of the American Association for the Advancement of Science (AAAS), awarded in 2012
  • ACM Distinguished Member, awarded in 2006

Best Publications

  • All-optical networks with sparse wavelength conversion

    Suresh Subramaniam;Murat Azizoğlu;Arun K. Somani

  • Distributed fault detection of wireless sensor networks

    Jinran Chen;Shubha Kher;Arun Somani

  • Dynamic wavelength routing using congestion and neighborhood information

    Ling Li;Arun K. Somani

  • Efficient algorithms for routing dependable connections in WDM optical networks

    G. Mohan;C. Siva Ram Murthy;Arun K. Somani

  • On optimal converter placement in wavelength-routed networks

    Suresh Subramaniam;Murat Azizoğlu;Arun K. Somani

  • A Fault-Tolerant Dynamic Scheduling Algorithm for Multiprocessor Real-Time Systems and Its Analysis

    Unknown

  • Understanding Fault Tolerance And Reliability

    A.K. Somani;N.H. Vaidya

  • A practical approach to operating survivable WDM networks

    M. Sridharan;M.V. Salapaka;A.K. Somani

  • A generalized framework for analyzing time-space switched optical networks

    R. Srinivasan;A.K. Somani

  • Computationally-efficient phased-mission reliability analysis for systems with variable configurations

    A.K. Somani;J.A. Ritcey;S.H.L. Au

  • Area efficient architectures for information integrity in cache memories

    Seongwoo Kim;Arun K. Somani

  • Soft error sensitivity characterization for microprocessor dependability enhancement strategy

    Seongwoo Kim;A.K. Somani

  • On diagnosability of large fault sets in regular topology-based computer systems

    A.K. Somani;O. Peleg

  • Routing dependable connections with specified failure restoration guarantees in WDM networks

    G. Mohan;A.K. Somani

  • Monocular vision SLAM for indoor aerial vehicles

    Koray Celik;Soon-Jo Chung;Matthew Clausman;Arun K. Somani

  • An Efficient Sorting Algorithm for the Star Graph Interconnection Network.

    Anatoly Menn;Arun K. Somani

  • Connectivity and sparse wavelength conversion in wavelength-routing networks

    S. Subramaniam;M. Azizoglu;A.K. Somani

  • Survivability and Traffic Grooming in WDM Optical Networks

    Arun Somani

  • A new analytical model for multifiber WDM networks

    Ling Li;A.K. Somani

  • Game theory as a tool to strategize as well as predict nodes' behavior in peer-to-peer networks

    R. Gupta;A.K. Somani

  • Capacity fairness of WDM networks with grooming capabilities

    Sashisekaran Thiagarajan;Arun K. Somani

Frequent Co-Authors

Suresh Subramaniam
Suresh Subramaniam George Washington University
Robert M. Haralick
Robert M. Haralick City University of New York
James D. McCalley
James D. McCalley Iowa State University
Linda G. Shapiro
Linda G. Shapiro University of Washington
Kishor S. Trivedi
Kishor S. Trivedi Duke University
Jenq-Neng Hwang
Jenq-Neng Hwang University of Washington
Soon-Jo Chung
Soon-Jo Chung California Institute of Technology
Ahmed E. Kamal
Ahmed E. Kamal Iowa State University
Krishna M. Sivalingam
Krishna M. Sivalingam Indian Institute of Technology Madras
Vinod M. Vokkarane
Vinod M. Vokkarane University of Massachusetts Lowell

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