Research output per year
Research output per year
Personal profile
External positions
Fulbright Finland Scholar, UC Santa Barbara
1 Aug 2025 → 31 Jul 2026
Visiting Researcher, CMCC Foundation
21 Oct 2024 → 6 Dec 2024
Visiting Researcher, SARAO
7 Jan 2024 → 8 Apr 2024
Technical Student, CERN
1 Jul 2021 → 30 Jun 2022
Fields of Science
- 113 Computer and information sciences
- 114 Physical sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Machine Learning for Local Detection of Separators in Three-Dimensional Magnetic Fields
Franssila, F., Alho, M., Bouri, I., Holmberg, D., Palmroth, M. & Roos, T., Jun 2026, In: Journal of geophysical research. Machine learning and computation. 3, 3, e2025JH001202.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Accurate Mediterranean Sea forecasting via graph-based deep learning
Holmberg, D. R., Clementi, E., Epicoco, I. & Roos, T. T., 6 Dec 2025, In: Scientific Reports. 15, 13 p., 45051.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Global fields of daily accumulation-mode particle number concentrations using in situ observations, reanalysis data, and machine learning
Ovaska, A., Rauth, E., Holmberg, D., Artaxo, P., Backman, J., Bergmans, B., Collins, D., Franco, M. A., Gani, S., Harrison, R. M., Hooda, R. K., Hussein, T., Hyvärinen, A.-P., Jaars, K., Kristensson, A., Kulmala, M., Laakso, L., Laaksonen, A., Mihalopoulos, N. & O’Dowd, C. & 13 others, , 28 Nov 2025, In: Aerosol Research. 3, 2, p. 589-618 30 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Graph-based Neural Space Weather Forecasting
Holmberg, D. R., Zaitsev, I., Alho, M. J., Bouri, I., Franssila, F. S., Jeong, H., Palmroth, M. & Roos, T., 6 Dec 2025.Research output: Conference materials › Paper › peer-review
Open Access -
Learning Developmental Age from 3D Infant Kinetics Using Adaptive Graph Neural Networks
Holmberg, D., Airaksinen, M., Marchi, V., Guzzetta, A., Kivi, A., Haataja, L., Vanhatalo, S. & Roos, T., 2025, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 33, p. 1939-1950 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 1 Active
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FAISER: Fast AI-assisted Space Environment pRediction
Roos, T. (Project manager), Bouri, I. (Participant), Holmberg, D. R. (Participant) & Suomi, E. (Participant)
Suomen Akatemia Projektilaskutus
01/09/2024 → 31/08/2028
Project: Research Council of Finland: Academy Project
Activities
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American Geophysical Union 2025
Holmberg, D. R. (Attendee)
15 Dec 2025 → 19 Dec 2025Activity: Participating in or organising an event types › Public Talks
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NeurIPS 2025 Workshop on Machine Learning and the Physical Sciences
Holmberg, D. R. (Attendee)
2 Dec 2025 → 7 Dec 2025Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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University of California, Santa Barbara
Holmberg, D. R. (Visiting researcher)
1 Aug 2025 → 31 Jul 2026Activity: Visiting an external institution types › Academic visit to other institution
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NeurIPS 2024 Workshop on Tackling Climate Change with Machine Learning
Holmberg, D. R. (Attendee)
15 Dec 2024Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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KubeCon + CloudNativeCon Europe 2022
Holmberg, D. R. (Speaker: Presenter)
20 May 2022Activity: Participating in or organising an event types › Public Talks