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Collaborations and top research areas from the last five years
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Deep Learning From Diffuse Optical Oximetry Time-Series: An fNIRS-Focused Review of Recent Advancements and Future Directions
Dissanayake, T., Müller, K. R. & von Lühmann, A., 2026, In: IEEE Reviews in Biomedical Engineering. 19, p. 352-373 22 p.Research output: Contribution to journal › Review article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Enhancing Brain Source Reconstruction by Initializing 3-D Neural Networks With Physical Inverse Solutions
Morik, M., Hashemi, A., Muller, K. R., Haufe, S. & Nakajima, S., 2026, In: IEEE Transactions on Medical Imaging. 45, 1, p. 231-242 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
How simple can you go? An off-the-shelf transformer approach to molecular dynamics
Eissler, M., Korjakow, T., Ganscha, S., Unke, O. T., Müller, K. R. & Gugler, S., 2026 Mar 7, In: Journal of Chemical Physics. 164, 9, 094308.Research output: Contribution to journal › Article › peer-review
Open Access -
MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification
Drexlin, D. J., Dippel, J., Hense, J., Prenißl, N., Montavon, G., Klauschen, F. & Müller, K. R., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Park, J., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 379-388 10 p. (Lecture Notes in Computer Science; vol. 15973 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction
Zhu, J., Nauck, C., Lindner, M., He, L., Yu, P. S., Muller, K. R., Kurths, J. & Hellmann, F., 2026, In: IEEE Transactions on Knowledge and Data Engineering. 38, 1, p. 518-531 14 p.Research output: Contribution to journal › Article › peer-review
Press/Media
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With SUNY Support, Stony Brook Builds AI ‘Ecosystem’
Muller, K. & Muller, K.-R.
26/4/14
1 item of Media coverage
Press/Media: Press / Media
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Stony Brook CS Researchers to Present Seven Papers at CHI 2026, Showcasing Advances in AI, Accessibility, and Interaction Design
Muller, K. & Muller, K.-R.
26/4/13
1 item of Media coverage
Press/Media: Press / Media
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Huawei Poaches Top Optics Chip Expert, Germany Strengthens Research Security
Muller, K. & Muller, K.-R.
26/3/24
1 item of Media coverage
Press/Media: Press / Media
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Zhang Wins 2026 ACM SIGCHI Outstanding Dissertation Award
Muller, K. & Muller, K.-R.
26/3/24
1 item of Media coverage
Press/Media: Press / Media
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Revolutionary Tech: The Latest Trends Shaping Our Future
Muller, K. & Muller, K.-R.
26/3/12
1 item of Media coverage
Press/Media: Press / Media