Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Ila Naqvi

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Sep 2026

Understanding calibration robustness under extreme spectral multicollinearity: A systematic evaluation of high-dimensional NIR spectroscopy.

High-dimensional near-infrared (NIR) spectroscopy datasets are characterized by strong wavelength correlation, limited sample sizes, and structured experimental variability, creating significant challenges for multivariate calibration. Under these conditions, extreme multicollinearity can lead to unstable regression co...

Ila Naqvi, Rajshree Singh, P. Jain et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.