For two days we met in the ProcTwin project in Stockholm, to prepare our first deliveries in the project and to share experiences so far. It was awesome to meet with the people. Physical meetings are outstanding because when you meet people live you can do more things than just talking about meeting content. You…
Category: Research updates
New Horizon project fund granted
We have passed the approval for our Horizon-application “ProcTwin”. Once we have completed the necessary documents and signatures, we will have the project entirely secured. Next few weeks will require some signing of documents for this. The HiS budget is around EUR 592 000 over 4 years, and covers one PhD student and a good…
IEEE bibliography (2024)
Gunnar Mathiason received his PhD in Computer Science in 2010 from Linköping University (Sweden). He joined University of Skövde (Sweden) in 2010 and became Associate Professor (Docent) in 2022. His main focus is the analysis and modelling of complex industrial systems using applied AI; and AI algorithm development. Based on a strong industrial computer science…
Forskningsbiografi och presentation (2024)
Svenska Gunnar Mathiason fokuserar på AI och distribuerade system med inriktning mot komplexa system, där AI t.ex. används för att modellera och förstå systemets beteende. Han har lett projekt med industrisamarbete inom olika branscher, och på senare år arbetat mycket med tillverkningssystem inom stålbranschen. För produktionssystem där man inte fullt känner till sambanden mellan styrning…
Research biography (2024)
RESEARCH BIO Senior lecturer (Docent, PhD) in computer science, with a research background in analysis of complex systems, distributed systems and databases, and applied ML. The research focus in recent years includes explainable and trustworthy AI systems. Along with dramatically increased capabilities of algorithms, there is a now need for designing AI system intentionally for…
My AI says, in 2022 (then came ChatGPT)
Before good GPT models, I checked a text generation AI and got this: “I wrote about this time I stayed at my Aunt mountain house when I was a kid and it was fun, and I thought I’d be sitting at the camp in the car or something. It’s not a real camping trip, but…
Project INSITE-X: Learning complexity
In our new industrial project we aim for a better simulation of complex machines processes in steel rolling. Deep Learning may capture this complexity to be able to simulate detailed in-production behavior. News release from the funding agency Vinnova/PiiA newsletter [in Swedish] Högskolan i Skövde newsroom [in Swedish]Voister article [in Swedish]Project web page [in English]
House rules for the Hybrid Office
Yes, we have gotten quite good at Zoom meetings by now. As we soon get the chance to get back to the physical office, there’s some pondered to do on how both in-office and remote people can be included for a well-working hybrid office. We need workplace participation on equal terms! Meetings! With digital meetings…
AI Music and Creativity
I am attending “The 2020 Joint Conference on AI Music Creativity” this week. I was not aware of the advanced ML usage in music co-creation. There are many algorithmic tools available that actually do musical composition and real-time musical co-creation. I was stunned by the demo of the saxophonist that solo-dueled live together with an…
Learn how to write better
I have looked for good written sources of how to develop academic writing, targeting both PhD students and myself. I found the following three books and I do recommend them. Many people in the world who speak English professionally are non-native, and proper academic writing is hard but also needed. To me, the following reading…