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Siddharth Verma

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Aug 2026

Rapid Generative Discovery of High‐Energy Molecules in Low Data Regimes Using Minimal Computational Resources

This work presents a novel approach toward high‐energy molecules by combining long short‐term memory (LSTM) networks for molecular generation and attentive graph neural networks (GNN) for property predictions by combining fixed SHA‐256 embeddings with partially trainable representations.

Siddharth Verma, A. Alankar · 0 citations