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cs.LG2026
Generative artificial intelligence for reliable mechanistic reasoning for corrosion
M N Bharath, R K Singh Raman, Alankar Alankar
Corrosion accounts for approximately 4% of global GDP, and reliable prediction is essential for timely mitigation. Machine learning effectively predicts corrosion rates from compos…
cs.LG2025
SHA-256 Infused Embedding-Driven Generative Modeling of High-Energy Molecules in Low-Data Regimes
Siddharth Verma, Alankar Alankar
High-energy materials (HEMs) are critical for propulsion and defense domains, yet their discovery remains constrained by experimental data and restricted access to testing faciliti…