Publication record · Evidence-first view

Research publications

A transparent view of Siavash H. Khajavi's peer-reviewed work. Venue context and article-level evidence are kept separate so each can be read on its own terms.

Outputs
43
Journals
22
Conferences
19
Book chapters
2

Two independent axes

Venue context is not an article score

01

Venue context

Source-native ratings are shown separately: AJG 2024 for business and management journals, ICORE 2026 for ranked computing conferences, and SJR 2025 for journal quartiles. They are never averaged or merged.

02

Article evidence

Citations, contribution and author role describe the individual work. Contribution and role appear only where they were explicitly documented in the supplied CV.

“Not covered” is neutral. It means no verified listing was applied from these three selected systems; it does not imply low quality. Workshop papers do not inherit a main-track conference rank.

AJG 2024 methodology ICORE portal SCImago Journal Rank

Full record

Explore 43 peer-reviewed outputs

43 results

  1. 2023 · Journal

    Hybrid digital manufacturing

    Journal of Operations Management

    67 citations
    AJG 2024 · 4*
    Additive manufacturingOperations
    Article evidence from the CV
    Contribution
    Theorises how digital and physical production capabilities combine to create value.
    Role
    Co-author; responsible for the manufacturing and operations analysis.

  2. 2025 · Conference

    DetectiumFire multi-modal dataset

    NeurIPS 2025

    3 citations
    ICORE 2026 · A*
    AI & vision
    Article evidence from the CV
    Contribution
    An open multimodal resource with 22,500 images, 2,500 videos and paired vision-language annotations, released with trained baseline models.
    Role
    Senior and corresponding author; set the research question, funding and design, and supervised the first author.

  3. 2026 · Conference

    Targeting Misalignment (reward-model LLM alignment)

    AAAI 2026

    2 citations
    ICORE 2026 · A*
    AI & vision
    Article evidence from the CV
    Contribution
    A method for handling conflicting objectives when aligning models to reward signals.
    Role
    Senior author; supervised the work in the research group.

  4. 2024 · Journal

    Generative design & AM in human-AI symbiosis

    Decision Sciences

    80 citations
    AJG 2024 · 3
    AI & visionAdditive manufacturing

  5. 2025 · Journal

    ML-based automated waste sorting in construction

    Waste Management

    61 citations
    SJR 2025 · Q1
    AI & visionOperations

  6. 2018 · Journal

    Selective laser melting raw material commoditization

    Int. J. of Production Research

    49 citations
    AJG 2024 · 3 SJR 2025 · Q1
    Additive manufacturingOperations

  7. 2020 · Conference

    Impact of AM on supply chain complexity

    HICSS 2020

    30 citations
    ICORE 2026 · A
    Additive manufacturingOperations

  8. 2021 · Journal

    Crowdsourcing mechanisms of mega hackathons

    IEEE Trans. Engineering Management

    16 citations
    AJG 2024 · 2 SJR 2025 · Q1
    Operations

  9. 2026 · Journal

    Vision-language model-enabled cyberphysical link

    Int. J. of Production Research

    — citations
    AJG 2024 · 3 SJR 2025 · Q1
    Digital twinsAI & visionOperations
    Article evidence from the CV
    Contribution
    Maps vision-language models onto the cyber-physical link in production and operations management and identifies where reasoning has advanced beyond observation.
    Role
    First author; originated the framing and led an international author team.

  10. 2026 · Journal

    AI-enabled generative design for AM inventory pooling

    Int. J. of Production Economics

    — citations
    AJG 2024 · 3 SJR 2025 · Q1
    AI & visionAdditive manufacturingOperations

  11. 2014 · Journal

    AM in the spare parts supply chain

    Computers in Industry

    1,111 citations
    SJR 2025 · Q1
    Additive manufacturingOperations
    Article evidence from the CV
    Contribution
    Shows that distributed additive manufacturing can change the structure of a supply chain rather than only its cost.
    Role
    First author; conceived the study, built the model and ran the analysis. The work grew from the MSc thesis.

  12. 2016 · Journal

    The direct digital manufacturing (r)evolution

    Operations Management Research

    308 citations
    AJG 2024 · 1
    Additive manufacturingOperations

  13. 2015 · Journal

    Risk reduction in new product launch

    Computers in Industry

    156 citations
    SJR 2025 · Q1
    Operations

  14. 2018 · Journal

    AM in spare parts SC: hub configuration

    Rapid Prototyping Journal

    107 citations
    Not covered by selected systems
    Additive manufacturing

  15. 2018 · Conference

    IoT-based automation for older homes

    IEEE SOCA 2018

    76 citations
    Not covered by selected systems
    Digital twins

  16. 2018 · Journal

    To kit or not to kit

    Computers in Industry

    44 citations
    SJR 2025 · Q1
    Operations

  17. 2020 · Conference

    Digital twin for safety & risk: hydrogen vessel

    DESRIST 2020

    32 citations
    ICORE 2026 · B
    Digital twins

  18. 2015 · Conference

    Manufacturing digitalization & production planning

    IFIP APMS 2015

    20 citations
    Not covered by selected systems
    Operations

  19. 2020 · Book chapter

    AM as an Enabler of Digital Spare Parts

    Managing 3D Printing (Springer)

    19 citations
    Not covered by selected systems
    Additive manufacturing

  20. 2020 · Conference

    Digital twin for safety and comfort: sauna

    IECON 2020

    12 citations
    ICORE 2026 · B
    Digital twins

  21. 2014 · Conference

    Supply chain modifications for AM cost-benefit

    SFF Symposium 2014

    11 citations
    Not covered by selected systems
    Additive manufacturingOperations

  22. 2019 · Conference

    IoT-enabled workplaces: energy management

    IECON 2019

    9 citations
    ICORE 2026 · B
    Digital twins

  23. 2017 · Book chapter

    Current & Future Business Models for 3D Printing

    3D Printing, IP and Innovation

    7 citations
    Not covered by selected systems
    Additive manufacturingOperations

  24. 2017 · Conference

    Production capacity pooling in AM

    IFIP APMS 2017

    5 citations
    Not covered by selected systems
    Additive manufacturingOperations

  25. 2025 · Conference

    LLaVA-SCO: teach VLMs to self-correct

    CVPR 2025 (workshop track)

    4 citations
    Workshop paper · main-track rank not applied
    AI & vision
    Article evidence from the CV
    Contribution
    An efficient mechanism by which a vision-language model detects and repairs its own errors.
    Role
    Senior author and supervisor of the work.

  26. 2019 · Conference

    Design for AM: motivations & performance

    EurOMA 2019

    4 citations
    Not covered by selected systems
    Additive manufacturing

  27. 2024 · Conference

    Operations Management of Additive Manufacturing

    IFIP APMS 2024

    2 citations
    Not covered by selected systems
    Additive manufacturingOperations

  28. 2022 · Conference

    NFTs in AM: enhancing IPR protection

    DESRIST 2022

    2 citations
    ICORE 2026 · B
    Additive manufacturing

  29. 2016 · Conference

    Impact of raw material commoditization on SCs

    SFF Symposium 2016

    1 citations
    Not covered by selected systems
    Operations

  30. 2026 · Conference

    UA-TTRL: Uncertainty-Aware Test-Time RL

    ICASSP 2026

    — citations
    ICORE 2026 · B
    AI & vision

  31. 2022 · Conference

    Emerging technologies in wind farm O&M

    EurOMA 2022

    — citations
    Not covered by selected systems
    Operations

  32. 2019 · Journal

    Digital Twin: Vision, Benefits, Boundaries for Buildings

    IEEE Access

    877 citations
    SJR 2025 · Q1
    Digital twinsAI & vision
    Article evidence from the CV
    Contribution
    Extends digital twins to building lifecycles and specifies both what a twin can represent and where its boundaries lie.
    Role
    First author; led the conceptual framing and the sensor-based prototype.

  33. 2020 · Journal

    3D printing in COVID-19: productivity estimation

    Applied Sciences (MDPI)

    138 citations
    Not covered by selected systems
    Additive manufacturing

  34. 2021 · Journal

    AM in construction: 3D concrete printing

    Applied Sciences (MDPI)

    106 citations
    Not covered by selected systems
    Additive manufacturing

  35. 2016 · Journal

    Challenges to implementing AM in globalised production

    Int. J. of Collaborative Enterprise

    73 citations
    Not covered by selected systems
    Additive manufacturingOperations

  36. 2023 · Journal

    Digital twin for safety and security: buildings

    IEEE Access

    61 citations
    SJR 2025 · Q1
    Digital twins

  37. 2021 · Journal

    AM for localized medical parts production

    IEEE Access

    60 citations
    SJR 2025 · Q1
    Additive manufacturingOperations

  38. 2021 · Journal

    AM in the clothing industry

    Applied Sciences (MDPI)

    54 citations
    Not covered by selected systems
    Additive manufacturing

  39. 2022 · Journal

    AM of slow-moving automotive spare parts

    J. Manufacturing & Materials Processing

    25 citations
    Not covered by selected systems
    Additive manufacturingOperations

  40. 2025 · Journal

    Digital twin & computer vision: systematic review

    Applied Sciences (MDPI)

    13 citations
    SJR 2025 · Q2
    Digital twinsAI & vision
    Article evidence from the CV
    Contribution
    A PRISMA review of 29 studies combining digital twins and computer vision in operations.
    Role
    Senior and corresponding author; framed and directed the review.

  41. 2025 · Journal

    Computer vision-enabled construction waste sorting

    Applied Sciences (MDPI)

    11 citations
    SJR 2025 · Q2
    AI & visionOperations

  42. 2025 · Conference

    Uncertainty-Aware Role-Switching Debate

    Open Conf. AI Agents for Science 2025

    1 citations
    Not covered by selected systems
    AI & vision

  43. 2025 · Conference

    IVTFuse infrared-visible image fusion

    Open Conf. AI Agents for Science 2025

    — citations
    Not covered by selected systems
    AI & vision