output
19932026
most citedSchNet - a deep learning architecture for molecules and materials

2.3k citations

2,162 papers

cs.CL2026

Time-Series Retrieval for Grounding Multimodal Language Models in Remaining Useful Life Prediction

Valeriu Dimidov, Raphaël Frank

Large language models (LLMs) and agentic AI systems are increasingly being explored for domain-specific maintenance and prognostics tasks, raising the question of whether they can…

cond-mat.mes-hall2026

Reduced vortex descriptors linking polycrystallinity in magnetic nanoparticles with polarized magnetic small-angle neutron scattering

M. P. Adams, J. Leliaert, A. Michels +1

Analytical vortex models reduce polarized magnetic small-angle neutron scattering (SANS) from nanoparticle ensembles to a small set of texture descriptors. In this work, we apply t…

cs.SE2026★ 2 cited

Intent-Based Mutation Testing: From Naturally Written Programming Intents to Mutants

Asma Hamidi, Ahmed Khanfir, Mike Papadakis

This paper presents intent-based mutation testing, a testing approach that generates mutations by changing the programming intents that are implemented in the programs under test.…

astro-ph.GA2026

A generalized linear matrix method for normal modes in collisionless stellar disks

Evgeny V. Polyachenko, Ilia G. Shukhman

We generalize the linear matrix method for computing normal modes in collisionless stellar disks to distribution functions with sharp edges at zero angular momentum (). The ge…

cs.LG2026

t-STEP: An interpretable model for Total Electron Content predictions and irregularities estimations

Stephen Tete, Carl Shneider, Maxime Cordy +3

Earth system infrastructures relying on satellite-based technologies, such as Global Positioning System (GPS) communications, are affected by ionospheric Total Electron Content (TE…

cs.LG2026★ 2 cited

Feature Generation Using LLMs: An Evolutionary Algorithm Approach

Aria Nourbakhsh, Benoît Alcaraz, Christoph Schommer

A crucial step in machine learning pipelines is to present each entity with features or attributes that are representative of the characteristics of the processed entities. Feature…