I have altogether 292 publications. See complete list in ORCID.
Recent publications relevant for trustworthy and applied AI
- Pezhman Mohammadi, Caj Södergård, Timo Laakko, Anssi Laukkanen, Merja Penttilä: A structural protein, a medical product, an electrospun filament, photonic crystals, metamaterial, thermoresponsive glass, a method for preparing a product and use of the structural protein. World Intellectual Property Organization (WIPO). International patent application. 27.3.2025. Finnish patent granted 16.10.2025.
- Khorana Geng, Timo Laakko, Ari Hokkanen, Caj Södergård, Ilari Maasilta, Pezhman Mohammadi: Material engineering and application of hybrid biomimetic-de novo designed elastin-like polypeptides, Nature Communication Materials, 2024
- Timo Laakko, Antti Korkealaakso, Burcu Firatligil Yildirir, Piotr Batys, Ville Liljeström, Ari Hokkanen, Nonappa, Merja Penttilä, Anssi Laukkanen, Ali Miserez, Caj Södergård, Pezhman Mohammadi: Accelerated Engineering of ELP‐based Materials through Hybrid Biomimetic‐De Novo Predictive Molecular Design . Advanced Materials 2024
- Caj Södergård, Timo Laakko: Inferring Students’ Self-Assessed Concentration Levels in Daily Life Using Biosignal Data From Wearables (IEEE Access 2023). The video won the prize as best promotional video in IEEE Access in the first half of 2023 out of 167 candidates.
- Book (221 000 downloads 10.1.2026). Springer Big Data in Bioeconomy (2021)
Older publications relevant to trustworthy AI, data-driven systems and applied AI
- Chaabouni, K., Bagnato, A., Walderhaug, S., Berre, A. J., Södergård, C., & Sadovykh, A. (2019). Enterprise
architecture modelling with ArchiMate. CEUR Workshop Proceedings, 2405, 79-84. http://ceur-ws.org/Vol
2405/14_paper.pdf - Melin, M., Bäck, A.; Södergård, C.; Munezero, M.; Leppänen, L., Toivonen, H., No landslide for the human
journalist – An empirical study of computer-generated election news in Finland, IEEE Access, Vol. 6, Issue 2018, 12 pp. - Ayris, Paul; Berthou, Jean-Yves ; Bruce, Rachel ; Lindstaedt, Stefanie ; Monreale, Anna ; Mons, Barend ; Murayama,Yasuhiro ; Södergård, Caj; Tochtermann, Klaus; Wilkinson, Ross, Realising the European Open Science Cloud. European Union, 2016. 24 p.
- Vainikainen, Sari; Melin, Magnus; Södergård, Caj. 2013. Knowledge-based recommendations of media content: case magazine articles. Journal of Print and Media Technology Research, vol. 3, 3, ss. 169 – 18.
- Hyvönen, K., Saastamoinen, M., Hongisto, M., Kallio, A., & Södergård, C. (2012). A monitoring and feedback
service as a way to reduce the greenhouse gas emissions of consumption. International Journal of Consumer
Studies, 36(2), 221- 227. https://doi.org/10.1111/j.1470-6431.2011.01077.x - Södergård, Caj (ed.). 2003. Mobile television – technology and user experiences. 238 p. + app. 35 p. VTT
Publications 506. - Bäck, A., Vainikainen, S., Södergård, C., & Juhola, H. (2003). Semantic web technologies in knowledge
management. 7th International ICCC/IFIP Conference on Electronic Publishing – Guimares, Portugal.Duration: 25
Jun 2003 → 27 Jun 2003. In Proceedings (pp. 268 – 277). Universidade do Minho. - Södergård, Caj; Aaltonen, Matti; Hagman, Sari; Hiirsalmi, Mikko; Järvinen, Timo; Kaasinen, Eija; Kinnunen, Timo;
Kolari, Juha; Kunnas, Jouko; Tammela, Antti. 1999. Integrated multimedia publishing; combining TV and newspaper content on personal channels. Computer Networks, 31, pp. 1111 – 1128.