Author

Manav Seksaria

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#machine learning Preprint Nov 2026

Data informed Ansatz Selection for Variational Quantum Circuits

Choosing a variational quantum circuit (VQC) usually means searching over ansatze and depths, and training each candidate. We give three rules that fix these choices from the data and the gate set alone, before any training. First, a circuit without entangling gates has a rank-one Fourier coefficient tensor on every su...

Manav Seksaria, Advith Desu, Anil Prabhakar · 0 citations

Preprint Sep 2026

Quantum Codes for Generalized Amplitude-damping Noise

This work constructs a five-qubit permutation-invariant code that, under probabilistic recovery, achieves a fidelity loss quadratic in the damping strength, thus outperforming existing QEC codes.

Sourav Dutta, A. Rudra, Manav Seksaria et al. · 0 citations