Mihail Bogojeski

Most-cited papers

1. Quantum chemical accuracy from density functional approximations via machine learning

   Mihail Bogojeski, Leslie Vogt-Maranto, M. Tuckerman, Klaus-Robert Müller +1 more

   2020Nature Communications346 citations Open access

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2. SE(3)-equivariant prediction of molecular wavefunctions and electronic densities

   Oliver T. Unke, Mihail Bogojeski, M. Gastegger, M. Geiger +2 more

   2021Neural Information Processing Systems140 citations

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3. A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery

   Parastoo Semnani, Mihail Bogojeski, Florian Bley, Zi-Zheng Zhang +6 more

   2024Journal of Physical Chemistry C39 citations

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4. Forecasting Industrial Aging Processes with Machine Learning Methods

   Mihail Bogojeski, S. Sauer, F. Horn, Klaus-Robert Müller

   2020Computers and Chemical Engineering26 citations Open access

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5. Real-time inference of word relevance from electroencephalogram and eye gaze

   M. Wenzel, Mihail Bogojeski, B. Blankertz

   2017Journal of Neural Engineering24 citations Open access

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6. Implicit relevance feedback from electroencephalography and eye tracking in image search

   Jan-Eike Golenia, M. Wenzel, Mihail Bogojeski, B. Blankertz

   2018Journal of Neural Engineering18 citations Open access

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7. Efficient prediction of 3D electron densities using machine learning

   Mihail Bogojeski, Felix Brockherde, Leslie Vogt-Maranto, Li Li +3 more

   201813 citations

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8. Density Functionals with Quantum Chemical Accuracy: From Machine Learning to Molecular Dynamics

   Mihail Bogojeski, Leslie Vogt-Maranto, M. Tuckerman, K. Mueller +1 more

   201910 citations Open access

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9. Enhancing molecular dynamics with equivariant machine-learned densities

   Mihail Bogojeski, Muhammad R. Hasyim, Leslie Vogt-Maranto, Klaus-Robert Müller +2 more

   2026arXiv.org5 citations

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10. Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency

    M. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski +1 more

    2015International Workshop on Symbiotic Interaction4 citations

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

    Mihail Bogojeski, Nataliya Yakut, Sasho Nedelkoski, Shinichi Nakajima +1 more

    2025Computers and Chemical Engineering3 citations Open access

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12. Accurate and Transferable Intermolecular Potential Based on Machine-Learned Molecular Electron Density

    Dahvyd Wing, Mihail Bogojeski, Szabolcs Góger, Klaus-Robert Müller +1 more

    20261 citations

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13. Learning more expressive joint distributions in multimodal variational methods

    Sasho Nedelkoski, Mihail Bogojeski, Odej Kao

    2020International Conference on Machine Learning, Optimization, and Data Science1 citations Open access

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14. From Prediction to Proposal in Catalysis: robust evaluation, LRP explanations, and relevance-guided candidate generation

    Parastoo Semnani, Mihail Bogojeski, Florian Bley, Zi-Zheng Zhang +6 more

    1 citations

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15. Machine learning for electronic structure (Maschinelles Lernen für elektronische Struktur)

    Mihail Bogojeski

    20230 citations

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16. White Paper: “Advancing Quantum Mechanics with Mathematics and Statistics” (IPAM Long Program, Spring 2022)

    Mihail Bogojeski, É. Cancès, Stefan Chmiela, Brian G. Ernst +27 more

    20220 citations

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