Klaus-Robert Muller 프로필 사진

Klaus-Robert Muller

Muller, Klaus Robert

대학원

인공지능학과

자료 필터

자료유형

발행연도

2013 ~ 2026
2013 2026

키워드

언어

선택된 필터

  • article
  • conference
  • book

전체 206건 중 1번부터 10번까지의 결과를 표시합니다.

2026
Article

Towards desiderata-driven design of visual counterfactual explainers

  • 2026-06
  • Pattern Recognition
  • ELSEVIER SCI LTD
Article

How simple can you go? An off-the-shelf transformer approach to molecular dynamics

  • Eissler, Max ; 
  • Korjakow, Tim ; 
  • Ganscha, Stefan ; 
  • Unke, Oliver T. ; 
  • Muller, Klaus-Robert ; 
  • 외 1명
  • 2026-03-07
  • The Journal of Chemical Physics
  • AIP Publishing
Article

Machine learning global atomic representations with Euclidean fast attention

  • 2026-03
  • Nature Machine Intelligence
  • NATURE PORTFOLIO
Article

Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy

  • Anders, Christopher J. ; 
  • Neumann, David ; 
  • Samek, Wojciech ; 
  • Muller, Klaus-Robert ; 
  • Lapuschkin, Sebastian
  • 2026-01-02
  • PLoS One
  • PUBLIC LIBRARY SCIENCE
Article

Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction

  • Zhu, Junyou ; 
  • Nauck, Christian ; 
  • Lindner, Michael ; 
  • He, Langzhou ; 
  • Yu, Philip S. ; 
  • ... Muller, Klaus-Robert ; 
  • 외 2명
  • 2026-01
  • IEEE Transactions on Knowledge and Data Engineering
  • IEEE COMPUTER SOC
Article

Enhancing Brain Source Reconstruction by Initializing 3-D Neural Networks With Physical Inverse Solutions

  • 2026-01
  • IEEE Transactions on Medical Imaging
  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article

Deep Learning From Diffuse Optical Oximetry Time-Series: An fNIRS-Focused Review of Recent Advancements and Future Directions

  • 2026
  • IEEE Reviews in Biomedical Engineering
  • Institute of Electrical and Electronics Engineers Inc.
2025
Article

AI-powered spatial cell phenomics enhances risk stratification in non-small cell lung cancer

  • Schallenberg, Simon ; 
  • Dernbach, Gabriel ; 
  • Ruane, Sharon ; 
  • Jurmeister, Philipp ; 
  • Bohm, Cornelius ; 
  • ... Muller, Klaus-Robert ; 
  • 외 23명
  • 2025-11-03
  • Nature Communications
  • NATURE PORTFOLIO
Article

Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields

  • Kabylda, Adil ; 
  • Frank, J. Thorben ; 
  • Suarez-Dou, Sergio ; 
  • Khabibrakhmanov, Almaz ; 
  • Medrano Sandonas, Leonardo ; 
  • ... Mueller, Klaus-Robert ; 
  • 외 3명
  • 2025-09-17
  • Journal of the American Chemical Society
  • AMER CHEMICAL SOC
Article

Data augmentation for forecasting industrial aging processes via conditional multimodal generative time-series models

  • Bogojeski, Mihail ; 
  • Yakut, Nataliya ; 
  • Nedelkoski, Sasho ; 
  • Nakajima, Shinichi ; 
  • Mueller, Klaus-Robert
  • 2025-08
  • Computers & Chemical Engineering
  • PERGAMON-ELSEVIER SCIENCE LTD
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