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: Article Type: Review Article

: Department of PG Samhita & Siddhanta, Government Akhandanand Ayurveda College, Gandhinagar, Gujarat, India

: Initial Manuscript Received: 03 February 2026

: Final Revision Received: 16 March 2026

: Accepted: 19 March 2026

: Published: 15 April 2026

: License: Distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/)

: Access: Open Access Article

: Peer Review: External Double-Blind

: Similarity Check: Turnitin Passed

: Conflict of Interest: None Declared

: Funding: None Declared

: Ethical Approval: Approved by Institutional Ethical Committee

: Data Availability: Available on reasonable request

: AI Use: Used only for language refinement

: Author Contributions: RDM (Dr. Rutvik D. Modh) performed the conceptualization, systematic literature search of the Vimāna Sthāna and other primary sources, and drafted the original manuscript. JM (Dr. Jay Mordhara) provided academic supervision, developed the qualitative analytical framework comparing classical methods to NCISM reforms, performed critical revisions for intellectual content, and gave final approval for publication. PP (Dr. Prakash Pingalsur) contributed to data curation, assisted in the analysis of the Āyurveda Dīpikā commentary, and assisted in the comparative study of contemporary educational frameworks.

: Copyright: © 2026 The Author(s). Published by Ayurveda360 Publication, Honnavar-581342, Karnataka, India. (https://www.publication.ayurveda360.in/)