activity
20192026
most citedNEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

22 citations · 32 across the 17 of their papers we have counts for

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9 papers · 1 filter

quant-ph2026

The ebbs and flows of quantum learning and sensing

Matias Karjula, Teemu Ojanen, Tapio Ala-Nissila +1

What is the relation between subsystem quantum complexity and the emergence of computationally useful structure? We address this by studying a family of minimally tunable postvaria…

quant-ph2026

Thermodynamics of Coherence-Selective Quantum Reset Protocols

Jishad Kumar, Achilleas Lazarides, Tapio Ala-Nissila

We develop an exact theory of coherence-selective stroboscopic resetting for quadratic open quantum systems within the single-particle density-matrix formalism. We focus on the sur…

quant-ph2026

Coherence-Controlled Quantum Zeno Dynamics from Exact Reset Maps

Jishad Kumar, Achilleas Lazarides, Tapio Ala-Nissila

We develop an exact framework for quantum Zeno and anti-Zeno dynamics in a broad class of open systems, whose microscopic Hamiltonians are quadratic in bosonic or fermionic operato…

quant-ph2026

Interaction-Enabled Hartree Fixed Points in Fermionic Resetting Dynamics

Jishad Kumar, Achilleas Lazarides, Tapio Ala-Nissila

In resetting dynamics, a system is repeatedly coupled to and decoupled from ancillary degrees of freedom that are reinitialized between interactions. This provides a versatile rout…

quant-ph20251 cited

Optimal quantum reservoir learning in proximity to universality

Moein N. Ivaki, Matias Karjula, Tapio Ala-Nissila

The study of the boundary between classically simulable and computationally complex quantum dynamics is fundamental to understanding which physical resources may enable enhanced in…

quant-ph2025

Dynamical learning and quantum memory with non-Hermitian many-body systems

Moein N. Ivaki, Austin J. Szuminsky, Achilleas Lazarides +3

Non-Hermitian (NH) systems provide a fertile platform for quantum technologies, owing in part to their distinct dynamical phases. These systems can be characterized by the preserva…