FIELD TRANSMISSIONS
ACTIVE RESEARCH LOGS
CDSS System for AstroVital AI: VitalX Core V1
Addressing the 'Black-Box' Problem in Aerospace Medicine
Current healthcare AI often suffers from a lack of transparency. VitalX Core V1 prioritizes clinical interpretability for aerospace medical applications.
By using Decision Trees, the system provides human-readable "IF-THEN" rules. This ensures that even if an astronaut is not a trained physician, they can follow the AI's reasoning—building the trust necessary for autonomous medical action during life-or-death emergencies in a deep-space aerospace environment.
Six Innovations for AstroVital AI - Versions 1, 1.5, and 2
Aerospace Biomedical Roadmap
The AstroVital AI aerospace biomedical roadmap is built around six core innovations:
Innovation 01 - Edge-Deployed White-Box CDSS: An aerospace-grade AI that runs on low-power onboard devices using transparent IF/THEN rules.
Innovation 02 - Individualized Micro-Models (Digital Twins): Per-astronaut physiological baselines to track long-term trends and simulate drug effects.
Innovation 03 - Data Cleaner & Hardware Stabilizer: Uses Multivariate Regression and Random Forests to correct sensor baseline drift.
Innovation 04 - Automated V2P Cabin Interventions: AI-triggered changes to cabin temperature, lighting, and noise cancellation.
Innovation 05 - Predictive Resource & Triage Manager: Forecasting the burn rate of oxygen, medications, and consumables.
Innovation 06 - Biomarker Discovery & Cognitive Load Tracker: Employs SHAP values to rank which biomarkers most influence astronaut health.
Artemis II Simulation for VitalX Core V1
Crew Health Assessment Proof-of-Concept
VitalX Core V1 was operationally demonstrated against the actual four-member crew of NASA's Artemis II mission—the first crewed lunar flyby of the 21st century—as a proof-of-concept aerospace clinical decision support exercise.
Project Mridansh
Agrochemical + Geotechnical Translator
Project Mridansh combines two complementary translator modules, incorporating aerospace-grade satellite remote sensing data into ground-level agronomic and geotechnical intelligence:
4A. Agronomic Translator
- - Soil Health Dashboard
- - Root-Zone Moisture Analytics
- - Estimated Organic Carbon
- - Estimated NPK Status
- - Scenario Simulation
- - Precision Management Analytics
4B. Geotechnical Translator
- - Ground Stability Dashboard
- - Soil State Visualization
- - Scenario Simulation (Rain/Flood/Load)
- - Subsurface 3D Soil Profile
- - Basic Drainage Intelligence
Civil Infrastructure Failure
Road Construction in Present-Day India
A focused study on infrastructure failure patterns in road and civil construction, particularly within the Indian context, structured around:
- Engineering interpretation of soil state
- Advanced geotechnical mechanics
- Road design intelligence
- Infrastructure risk prediction
- Engineering decision support