3 papers
hep-ph2025
Emergent Grand Unified Structure in a 4 x 4 Nilpotent Matrix Algebra
M. Adeel Ajaib
We show that nilpotent matrices that yield the Schrodinger equation from its first order form encode the fingerprints of grand unified theories. We perform a rigorous search for al…
cond-mat.mtrl-sci2025
Explainable AI for Curie Temperature Prediction in Magnetic Materials
M. Adeel Ajaib, Fariha Nasir, Abdul Rehman
We explore machine learning techniques for predicting Curie temperatures of magnetic materials using the NEMAD database. By augmenting the dataset with composition-based and domain…
quant-ph2025
Dirac Equation and Representation Dependent Scattering Phenomena
Muhammad Adeel Ajaib
We show that spin-flip probabilities emerge in the relativistic regime for scalar potentials, absent in the standard Dirac representation. We examine 1D scattering for the Dirac eq…