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

2.3k citations

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127 papers · 1 filter

cond-mat.mtrl-sci2025★ 2 cited

Electronic and optical properties of native point defects in CuInS and CuGaS

Henry Phillip Fried, Daniel Barragan-Yani, Ludger Wirtz

We present a detailed study of common intrinsic defects in CuInS and CuGaS using the Heyd, Scuseria and Ernzerhof (HSE) hybrid functional scheme. The impact of the two HSE…

cs.CV2025★ 1 cited

Unsupervised Learning for Industrial Defect Detection: A Case Study on Shearographic Data

Jessica Plassmann, Nicolas Schuler, Georg von Freymann +1

Shearography is a non-destructive testing method for detecting subsurface defects, offering high sensitivity and full-field inspection capabilities. However, its industrial adoptio…

cs.CV2025★ 1 cited

From the Laboratory to Real-World Application: Evaluating Zero-Shot Scene Interpretation on Edge Devices for Mobile Robotics

Nicolas Schuler, Lea Dewald, Nick Baldig +1

Video Understanding, Scene Interpretation and Commonsense Reasoning are highly challenging tasks enabling the interpretation of visual information, allowing agents to perceive, int…

math.OC2025★ 1 cited

A hybrid large neighborhood search algorithm for the integrated dial-a-ride problem using electric vehicles

Yumeng Fang, Tai-Yu Ma

Integrating demand-responsive mobility services with transit systems is recognized as a practical and effective strategy to mitigate their impact on traffic congestion and the envi…

cs.GT2025★ 1 cited

A Unified Framework and Comparative Study of Decentralized Finance Derivatives Protocols

Luca Pennella, Pietro Saggese, Fabio Pinelli +1

Decentralized Finance (DeFi) applications introduce novel financial instruments replicating and extending traditional ones through blockchain-based smart contracts. Among these app…

cond-mat.stat-mech2025

Synchronization of thermodynamically consistent stochastic phase oscillators

Maciej Chudak, Massimiliano Esposito, Krzysztof Ptaszynski

We consider a toy model of two kinetically coupled stochastic oscillators whose dynamics is described as a Markov jump process among discrete phase states. For large , it ma…