Institution

TKM College of Engineering

INeducation

Recent research

  • Open access

    Neuro-Symbolic Sentence Ranking for Malayalam Extractive Summarization with Conservative Dynamic MMR

    Malayalam remains comparatively under-resourced for sentence-level summarization, while its agglutinative morphology, complex orthography, and news-writing conventions create additional modeling and deployment challenges. This paper presents a resource-conscious extractive summar...

    Zenodo (CERN European Organization for Nuclear Research)2026-10-040 citationsDOI
  • Engineering & TechnologyOpen access

    Emerging 4D printed biomedical wearable devices

    Abstract This article offers a comprehensive overview of the advancements in 4D printed biomedical wearable devices. It begins by discussing various three-dimensional printing methods, exploring their specific advantages and applications in the biomedical field. The article highl...

    The International Journal of Advanced Manufacturing Technology2026-09-250 citationsDOI