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

19 citations

10 papers

cond-mat.mtrl-sci202619 cited

NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements

Ting Liang, Ke Xu, Eric Lindgren +16

While machine-learned interatomic potentials offer near-quantum-mechanical accuracy for atomistic simulations, many are material-specific or computationally intensive, limiting the…

cs.CV2026

MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration

Jiahui Peng, He Yao, Jingwen Li +9

Contrastive Language-Image Pre-training (CLIP) has demonstrated outstanding performance in global image understanding and zero-shot transfer through large-scale text-image alignmen…

nucl-th2026

Analytical solution and Lie algebra of the relativistic Boltzmann equation

Yi Wang, Xuan Zhao, Zhe Xu +1

In this work, we present a novel and more efficient approach to constructing the relativistic Bobylev, Krook, and Wu (BKW) solution [A. V. Bobylev, Sov. Phys. Dokl. 20, 820 (1976);…

nucl-th2026

Fermi-liquid view of viscosity in cold and dense nucleon matter

Jianing Li, Weiyao Ke, Jin Hu

We develop a framework to calculate transport properties in cold, dense relativistic quasiparticle system within the Fermi-liquid theory at the mean-field level. Building on our pr…

quant-ph2026

Non-Hermitian topology in a single driven-dissipative Kerr-Cat qubit

Pei-Rong Han, Huiye Qiu, Hao-Long Zhang +3

The intriguing physical phenomena associated with exceptional points have established non-Hermitian physics as a frontier of modern research. Recent investigations have extended no…

cs.SE2026

Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation

Yongqing Jiang, Jianze Wang, Zhiqi Shen +5

Structural modeling is a fundamental component of computational engineering science, in which even minor physical inconsistencies or specification violations may invalidate downstr…