Research output per year
Research output per year
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Dive into the research topics where Klaus-Robert Muller is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Analyzing Atomic Interactions in Molecules as Learned by Neural Networks
Esders, M., Schnake, T., Lederer, J., Kabylda, A., Montavon, G., Tkatchenko, A. & Müller, K. R., 2025 Jan 28, In: Journal of Chemical Theory and Computation. 21, 2, p. 714-729 16 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Crash testing machine learning force fields for molecules, materials, and interfaces: model analysis in the TEA Challenge 2023
Poltavsky, I., Charkin-Gorbulin, A., Puleva, M., Fonseca, G., Batatia, I., Browning, N. J., Chmiela, S., Cui, M., Frank, J. T., Heinen, S., Huang, B., Käser, S., Kabylda, A., Khan, D., Müller, C., Price, A. J. A., Riedmiller, K., Töpfer, K., Ko, T. W. & Meuwly, M. & 6 others, , 2025 Feb 10, In: Chemical Science. 16, 8, p. 3720-3737 18 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
Crash testing machine learning force fields for molecules, materials, and interfaces: molecular dynamics in the TEA challenge 2023
Poltavsky, I., Puleva, M., Charkin-Gorbulin, A., Fonseca, G., Batatia, I., Browning, N. J., Chmiela, S., Cui, M., Frank, J. T., Heinen, S., Huang, B., Käser, S., Kabylda, A., Khan, D., Müller, C., Price, A. J. A., Riedmiller, K., Töpfer, K., Ko, T. W. & Meuwly, M. & 6 others, , 2025 Feb 3, In: Chemical Science. 16, 8, p. 3738-3754 17 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
Data augmentation for forecasting industrial aging processes via conditional multimodal generative time-series models
Bogojeski, M., Yakut, N., Nedelkoski, S., Nakajima, S. & Müller, K. R., 2025 Aug, In: Computers and Chemical Engineering. 199, 109109.Research output: Contribution to journal › Article › peer-review
Open Access -
Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence
Keyl, J., Keyl, P., Montavon, G., Hosch, R., Brehmer, A., Mochmann, L., Jurmeister, P., Dernbach, G., Kim, M., Koitka, S., Bauer, S., Bechrakis, N., Forsting, M., Führer-Sakel, D., Glas, M., Grünwald, V., Hadaschik, B., Haubold, J., Herrmann, K. & Kasper, S. & 18 others, , 2025 Feb, In: Nature Cancer. 6, 2, p. 307-322 16 p., 24.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus)
Press/Media
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Fact check: No increased blackout risk when sun is out
Muller, K. & Muller, K.-R.
25/5/13
1 item of Media coverage
Press/Media: Press / Media
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Best Day Trips from Hamburg
Muller, K. & Muller, K.-R.
25/5/5
1 item of Media coverage
Press/Media: Press / Media
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Stony Brook receives $5 million in funding to revamp the Department of Technology and Society
Muller, K. & Muller, K.-R.
25/5/4
1 item of Media coverage
Press/Media: Press / Media
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Stony Brook receives $5 million in funding to revamp the Department of Technology and Society
Muller, K. & Muller, K.-R.
25/5/4
1 item of Media coverage
Press/Media: Press / Media
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0-4. Bayern shrug off Champions League hangover to annihilate Heidenheim
Muller, K. & Muller, K.-R.
25/4/19
1 item of Media coverage
Press/Media: Press / Media