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Research Partnership

Vriksh Vani × IISc Bengaluru

A formal research collaboration between Vriksh Vani Technologies and the Indian Institute of Science, validating the plant biophysics science behind NIH-01 through rigorous peer-reviewed research.

IISc

Indian Institute of Science, Bengaluru

Established 1909 · India's premier research university · QS World Ranking #155

Partnership established: January 2026. 3-year research agreement covering plant biophysics, sensor validation, and on-device AI for plant intelligence applications.

Active Research Projects

VPD Response Modelling Across Indian Climate Zones

Active — Phase 2

A 24-month field study correlating NIH-01 real-time VPD readings with plant growth outcomes across 6 distinct Indian climate zones. Data from 150 NIH-01 hubs deployed across IISc campus and partner sites.

Lead: Prof. Sridhar Venkatesan, Division of Biological Sciences

Output: Target: 2 peer-reviewed papers in Plant Cell & Environment

NTE™ Emotion Model Validation Study

Active — Phase 1

A controlled study comparing NTE™ emotion cluster outputs against biochemical stress markers (ABA, ethylene, proline) in Monstera deliciosa and Ficus lyrata under induced drought and heat stress.

Lead: Dr. Kavitha Menon, Plant Molecular Biology Lab

Output: Target: NPJ Plant Science submission Q2 2027

Open Data Programme Species Expansion

Active — Ongoing

IISc contributes validated gas resistance baseline measurements for 67 South Asian native species not previously represented in the Vriksh Vani database.

Lead: Prof. T.R. Ravindra Babu, Plant Ecology

Output: Quarterly dataset releases on the Open Data Programme

Joint Publications

Vapour Pressure Deficit as a Predictive Biomarker for Osmotic Stress in Araceae

Plant Physiology (pre-print) · June 2026

Nair P., Venkatesan S., Koli S.

On-Device Emotion Classification from Plant Biometric Tri-Sensor Arrays

IEEE Sensors Journal · April 2026

Mehta A., Menon K., Koli S.