Inquiry

Experimental / Lab Notebook

Active questions and exploratory investigations.

This page documents active questions and exploratory investigations at hbar.science. Work here is provisional, incomplete, and explicitly labeled. Inquiry items may later be promoted to formal artifacts.

Does regularization in VQE act as an implicit prior over solution space?

Active exploration (T0–T1)

Current status

Active exploration (T0–T1)

Related artifacts

VQE Regularization Evaluation Pipeline

Next step

Controlled parameter sweeps comparing convergence behavior across regularization regimes.

What stability–performance tradeoffs emerge in variational optimization under different optimizer dynamics?

Active exploration (T0)

Current status

Active exploration (T0)

Related artifacts

HOPSO VQE Optimizer Implementation

Next step

Comparative experiments isolating stability metrics under noise and initialization variance.

How does AI-assisted exploration alter the epistemic timeline of scientific research?

Conceptual exploration (T0)

Current status

Conceptual exploration (T0)

Related artifacts

AI Level taxonomy (Method page)

Next step

Case analysis comparing AI-assisted vs non-AI exploration paths across recent artifacts.

Inquiry entries are not claims, results, or conclusions. They represent active investigation and may change, stall, or be abandoned.