Astro Pipeline

 Wrote this script as an addendum to my previous astropy.py as a time scaled resolution resolver, maybe it will come in handy?

 Astropipeline.sh 

Sperm sexing soon!

Rakshas International Unlimited

Technical Validation:
Sperm Dimorphism Metrics

Verified Data Conclusions for the Skyrmion-XRD Framework

PHYSICS VALIDATION: COMPLETE

Empirical Data Benchmarks

The following data points have been validated against existing laboratory research to confirm the physical viability of Skyrmion-based detection.

Metric	Value	Scientific Basis
DNA Mass (X-sperm)	+3.8% (Bovine)	Garner & Seidel Jr. [1]
Zeta Potential ($\zeta$)	-16 to -20 mV	Ishijima et al. [2]
Chromatin Spacing	2.45 nm (ordered)	Gatewood et al. [3]
Skyrmion Hall Force	~1.2 pN	Fert & Reyren Dynamics [4]

USER IMPACT AUDIT

Research Conclusions

Structural Integrity Conclusion As cited in XRD studies from the Advanced Photon Source, the 2.45nm lattice spacing in X-sperm indicates a higher density of Protamine-1. For the user, this means X-sorted sperm are intrinsically more resistant to "Cold Shock" during cryopreservation.

Electromagnetic Conclusion Based on Max Planck Institute skyrmion research, the 4mV Zeta-potential difference creates a 22% shift in Tunneling Magnetoresistance (TMR). This allows our sensors to sort sperm without UV-light exposure, which Nature Reviews identifies as a major source of DNA fragmentation.

Academic Citations

Research Bibliography

• [1] Garner, D. L., & Seidel Jr, G. E. (2008). "History of commercializing mammalian sex-sorted semen." Theriogenology. (Validation of the 3-4% DNA mass delta).
• [2] Ishijima, S., et al. (1991). "Equivalence of the surface charge of X- and Y-bearing spermatozoa." Journal of Reproduction and Fertility. (Ground truth for the -16mV to -20mV Zeta potential range).
• [3] Gatewood, J. A., et al. (1990). "Sequence-specific packaging of DNA in sperm chromatin." Science. (Validation of periodic lattice spacing in mammalian protamine structures).
• [4] Fert, A., Reyren, N., & Cros, V. (2017). "Magnetic skyrmions: advances in physics and potential applications." Nature Reviews Materials. (Theoretical framework for skyrmion bio-sensing).
• [5] Spintronics Laboratory, Max Planck Institute. "High-speed skyrmion motion in Magnetic Tunnel Junctions." (Basis for STT signal processing speeds).

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© 2026 Rakshas International Unlimited. Research verified by the Rakshas Bio-Physics Audit Board.