Personal profile
Primary fields of research
I am a researcher in Machine-Learning and image processing.
My current area of interest involves
- Evolution Strategies for large-scale applications
- Reinforcement Learning
- Deep-Learning
Collaborations and top research areas from the last five years
Research output
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Real-Time Adaptive Tracking of Fluctuating Relaxation Rates in Superconducting Qubits
Berritta, F., Benestad, J., Krzywda, J. A., Krause, O., Marciniak, M. A., Krøjer, S., Warren, C. W., Hogedal, E., Nylander, A., Ahmad, I., Osman, A., Biznárová, J., Rommel, M., Roudsari, A. F., Bylander, J., Tancredi, G., Danon, J., Hastrup, J., Kuemmeth, F. & Kjaergaard, M., 2026, In: Physical Review X. 16, 1, 14 p., 011025.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Automated in Situ Optimization and Disorder Mitigation in a Quantum Device
Benestad, J., Rasmussen, T., Brovang, B., Krause, O., Fallahi, S., Gardner, G. C., Manfra, M. J., Marcus, C. M., Danon, J., Kuemmeth, F., Chatterjee, A. & Van Nieuwenburg, E., 2025, In: Physical Review Letters. 135, 21, 7 p., 216301.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile8 Downloads (Pure) -
Machine learning applied in patient-reported outcome research—exploring symptoms in adjuvant treatment of breast cancer
Pappot, H., Björnsson, B. P., Krause, O., Bæksted, C., Bidstrup, P. E., Dalton, S. O., Johansen, C., Knoop, A., Vogelius, I. & Holländer-Mieritz, C., 2024, In: Breast Cancer. 31, p. 148–153 6 p.Research output: Contribution to journal › Journal article › Research › peer-review
2 Citations (Scopus) -
Semantic similarity metrics for image registration
Czolbe, S., Pegios, P., Krause, O. & Feragen, A., 2023, In: Medical Image Analysis. 87, 16 p., 102830.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile19 Citations (Scopus)61 Downloads (Pure) -
Autonomous Estimation of High-Dimensional Coulomb Diamonds from Sparse Measurements
Chatterjee, A., Ansaloni, F., Rasmussen, T., Brovang, B., Fedele, F., Bohuslavskyi, H., Krause, O. & Kuemmeth, F., 14 Dec 2022, In: Physical Review Applied. 18, 6, 10 p., 064040.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile11 Citations (Scopus)69 Downloads (Pure) -
Convergence Analysis of the Hessian Estimation Evolution Strategy
Glasmachers, T. & Krause, O., 2022, In: Evolutionary Computation. 30, 1, p. 27-50 24 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)29 Downloads (Pure) -
Estimation of Convex Polytopes for Automatic Discovery of Charge State Transitions in Quantum Dot Arrays
Krause, O., Brovang, B., Rasmussen, T., Chatterjee, A. & Kuemmeth, F., 27 Jul 2022, In: Electronics. 11, 15, 16 p., 2327.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile5 Citations (Scopus)88 Downloads (Pure) -
Inferring properties of dust in supernovae with neural networks
Ansari, Z., Gall, C., Wesson, R. & Krause, O., 25 Oct 2022, In: Astronomy & Astrophysics. 666, 24 p., A176.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)47 Downloads (Pure)