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20022026
most citedAdvanced capabilities for materials modelling with Quantum ESPRESSO

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physics.optics2026

Modeling of jitter correction methods for asynchronous optical sampling

Mayuri Nakagawa, Natsuki Kanda, Ryusuke Matsunaga

Timing jitter management is crucial in asynchronous optical sampling (ASOPS) and dual-comb spectroscopy to maintain spectral bandwidth and fidelity. However, a quantitative framewo…

cond-mat.str-el2026

Magnetic Field-Tunable Repulsive Exciton-Exciton Interaction in the van der Waals Antiferromagnet NiPS

Kaiyang Huang, Jaena Park, Zhuo Yang +4

Two ultra-narrow absorption peaks around 1.5 eV, which are widely believed to originate from a transition from a spin-orbital entangled triplet to a singlet state, in the two-dimen…

cond-mat.dis-nn2026

Transient Reserves, Sink Dampers, and the Failure of Eigenvalue Reasoning in the Attention Propagator

Li Hengyu

The attention matrix of a causal transformer is row-stochastic, iterated over depth, and non-normal by construction. For non-normal operators, eigenvalues control only asymptotic b…

cs.LG2026

Fingerprint, Not Blueprint: How Positional Schemes Set the Default Spectral Algebra of Attention

Li Hengyu

The pre-softmax score of an attention head is a bilinear form in a learned operator . Because M is generally non-symmetric, hence non-norm…

cond-mat.supr-con2026

Evolution of the intertwining correlated topological phases in iron-based superconductor Fe(Te,Se)

Yue Sun, Shiying He, Zhongyi Zhang +16

Multiple topological electronic phases can coexist within a single quantum material and induce different topological superconducting states, offering deeper insights into interplay…