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Author

Sonaldeep Halder

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Preprint Sep 2026

Quantum Wavefunction Augmentation via Variational Autoencoders

This work introduces Quantum Wavefunction Augmentation via Variational Autoencoders (Q-WAVE), a hybrid method that combines determinants sampled via SqDRIFT Krylov circuits and configuration interaction singles and doubles (CISD) determinants with generative machine learning.

Sonaldeep Halder, Chayan Patra, Rahul Maitra · 1 citation · ⚡1
Open access Jul 2026

Accelerated quantum-centric supercomputing through perturbation-theoretic measures and generative machine learning

PIGen-SQD is introduced, an efficiently designed QCSC workflow that utilizes the capability of generative machine learning (ML) along with physics-informed configuration screening via implicit low-rank tensor decompositions for accurate fermionic state reconstruction.

Chayan Patra, D. Mondal, Sonaldeep Halder et al. · 2 citations

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