Research output per year
Research output per year
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 15 Life on Land -
SDG 16 Peace, Justice and Strong Institutions
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
Profiles
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Florence Bockting
- Department of Computer Science - Postdoctoral Researcher
- Professorship Vehtari Aki - Postdoctoral Researcher
Person: Postdoctoral researchers
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David Kohns
- Department of Computer Science - Postdoctoral Researcher
- Professorship Vehtari Aki - Postdoctoral Researcher
Person: Postdoctoral researchers
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Osvaldo Martin
- Department of Computer Science - Research Fellow
- Professorship Vehtari Aki - University Teacher
- Probabilistic Machine Learning - University Teacher
Person: Postdoctoral researchers, Teaching staff
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Amortized Bayesian Workflow
Li, C., Vehtari, A., Bürkner, P. C., Radev, S. T., Acerbi, L. & Schmitt, M., 2026, In: Transactions on Machine Learning Research. 2026-FebruaryResearch output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
ArviZ: a modular and flexible library for exploratory analysis of Bayesian models
Martin, O. A., Abril-Pla, O., Deklerk, J., Axen, S. D., Carroll, C., Hartikainen, A. & Vehtari, A., 6 Mar 2026, In: Journal of Open Source Software. p. 1-6 6 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Downloads (Pure) -
Associations of urinary bisphenol A and its emerging substitutes with subfecundity in preconception couples : a prospective nested case-control study
Yin, A., Tse, L. A., Chen, A., Cheng, L., Chen, Y., Zhang, S., Lin, Z., Li, X., Zhu, Z., Zhang, H., Li, J. & Jiang, H., Dec 2026, In: Environmental Health: A Global Access Science Source. 25, 1, p. 1-13 13 p., 33.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)6 Downloads (Pure)
Datasets
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thurstonianIRT: Thurstonian IRT Models in R
Bürkner, P.-C. (Creator), Zenodo, 22 Oct 2019
DOI: 10.5281/zenodo.3515748, https://zenodo.org/record/3515749
Dataset: Software or code
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firedrakeproject/petsc4py: The Python interface to PETSc
Dalcin, L. (Creator), Mitchell, L. (Creator), Brown, J. (Creator), Balay, S. (Creator), Farrell, P. E. (Creator), Lange, M. (Creator), Gouarin, L. (Creator), Smith, B. (Creator), Beucher, R. (Creator), Knepley, M. (Creator), Zampini, S. (Creator), Karpeyev, D. (Creator), Wells, G. N. (Creator), Faibussowitsch, J. (Creator), Ham, D. A. (Creator), Yashchuk, I. (Creator), Wechsung, F. (Creator), Zhang, H. (Creator), Funke, S. W. (Creator), Ahmadia, A. (Creator), Sanan, P. (Creator), Barral, N. (Creator), Nixon-Hill, R. W. (Creator), Mather, B. (Creator), Costamagna, G. (Creator) & Blechta, J. (Creator), Zenodo, 19 Apr 2021
DOI: 10.5281/zenodo.594393, https://zenodo.org/record/4701659
Dataset: Software or code
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geostan: An R package for Bayesian spatial analysis
Donegan, C. (Creator), Morris, M. (Contributor) & Johnson, A. (Contributor), Zenodo, 10 Nov 2022
DOI: 10.5281/zenodo.7311715, https://zenodo.org/record/7311716
Dataset: Software or code
Prizes
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2016 De Groot Prize
Vehtari, A. (Recipient), 16 Jun 2016
Prize: Award or honor granted for a specific work
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Grand Challenge: Interaction of small and large scale galactic dynamos
Gent, F. (Recipient), Mac Low, M.-M. (Recipient), Käpylä, M. (Recipient) & Singh, N. K. (Recipient), 15 Jun 2018
Prize: Award or honor granted for a specific work
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Member of the winning team (Särkkä, Vehtari & Lampinen) in Time Series Prediction Competition - The CATS Benchmark 2004
Vehtari, A. (Recipient), 2004
Prize: Invitation or ranking in competition
Activities
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Bayes Comp 2023
Säilynoja, T. (Member)
15 Mar 2023 → 17 Mar 2023Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
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Nordic Probabilistic AI School
Säilynoja, T. (Member)
12 Jun 2023 → 16 Jun 2023Activity: Participating in or organising an event types › Participant of a conference, workshop, session, tutorial or event
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Detecting prior and likelihood sensitivity with power-scaling
Kallioinen, N. (Speaker)
27 Jun 2022Activity: Talk or presentation types › Invited academic talk
Press/Media
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Findings on Statistics and Computing Discussed by Investigators at Aalto University (Detecting and Diagnosing Prior and Likelihood Sensitivity With Power-scaling)
08/02/2024
1 item of Media coverage
Press/Media: Media appearance
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Robust Bayesian Inference: variable and structure selection and variational inference
20/10/2023
1 item of Media coverage
Press/Media: Media appearance
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Best doctoral theses and master's theses 2022 in the School of Science awarded
Vehtari, A., Kinnunen, J., Parkkonen, L., Karimi, B., Gionis, A., Schildt, H. & Maniscalco, S.
21/03/2023
1 item of Media coverage
Press/Media: Media appearance