Tutkimusalueet
Algorithms and Theoretical Computer Science
Henkilöt
Chris Brzuska, Parinya Chalermsook, Tommi Junttila, Petteri Kaski, Barbara Keller, Sándor Kisfaludi-Bak, Russell W.F.Lai, Pekka Orponen, Alexandru Paler, Jussi Rintanen, Jukka Suomela, Jara Uitto.
Theoretical Computer Science
Our faculty works on various areas of theoretical computer science and its applications to algorithms engineering and other sciences such as DNA computation.
Distributed Algorithms (ulkoinen linkki)
Our current research focuses on the foundations of distributed computing, the key research question is related to the concept of locality in the context large computer networks.
Natural Computation (ulkoinen linkki)
The group seeks to understand, model, and program naturally occurring or nature-inspired self-organising processes.
Artificial Intelligence and Machine Learning
Henkilöt
Stephane Deny, Vikas Garg, Eero Hyvönen, Wilhelmiina Hämäläinen, Alex Jung, Juho Kannala, Petteri Kaski, Samuel Kaski, Jorma Laaksonen, Jaakko Lehtinen, Janne Lindqvist, Riku Linna, Harri Lähdesmäki, Pekka Marttinen, Jussi Rintanen, Juho Rousu, Arno Solin, Jukka Suomela, Linh Truong, Aki Vehtari, Bo Zhao.
Tutkimusryhmät
Artificial Intelligence and Software Systems (AISS)
Computing technologies for designing, building and managing intelligent systems.
Machine Learning for Big Data
Machine learning models and methods for big data over networks
Probabilistic Machine Learning Group (ulkoinen linkki)
We develop new methods for probabilistic modeling, Bayesian inference and machine learning. Our current focuses are in particular learning from multiple data sources, Bayesian model assessment and selection, approximate inference and information visualization.
Semantic Computing (SeCo) (ulkoinen linkki)
Research on semantic technologies, such as the Semantic Web and intelligent web services.
Complex Systems
Henkilöt
Petter Holme, Kimmo Kaski, Barbara Keller, Mikko Kivelä, Maarit Korpi-Lagg, Riku Linna, Jari Saramäki.
Tutkimusryhmät
Complex Systems
Complex systems are found at all scales in nature, from the complex machinery operating inside our cells to the human brain, from human sociality to the networked social organization.
Digital Health and Wellbeing
Our mission to leverage data-driven methods for meaningful healthcare advancements and a deeper understanding of the social fabric that influences our wellbeing.
Computational Life Sciences
Henkilöt
Stephane Deny, Wilhelmiina Hämäläinen, Samuel Kaski, Barbara Keller, Harri Lähdesmäki, Pekka Marttinen, Pekka Orponen, Juho Rousu, Jari Saramäki, Aki Vehtari.
Tutkimusryhmät
Computational Systems Biology (ulkoinen linkki)
Our research group focuses on developing methods for high-throughput bioinformatics, computational biomedicine, synthetic biology and probabilistic modeling.
Kernel Methods, Pattern Analysis and Computational Metabolomics (KEPACO) (ulkoinen linkki)
The KEPACO group develops machine learning methods, models and tools for data science. Applications of interest include metabolomics, biomedicine, pharmacology and synthetic biology.
Computing education research and educational technology
Henkilöt
Lassi Haaranen, Arto Hellas, Wilhelmiina Hämäläinen, Lauri Malmi, Kerttu Pollari-Malmi, Nitin Sawhney, Otto Seppälä, Juha Sorva.
Tutkimusryhmät
LeTech - Learning + Technology (ulkoinen linkki)
The Learning + Technology Group focuses on computing education, educational technology and software visualization. We adopt a research perspective on learning and teaching that allows us to improve education through better educational technologies and teaching methods
Computing Systems
Henkilöt
Mario Di Francesco, Vesa Hirvisalo, Linh Truong, Petri Vuorimaa, Antti Ylä-Jääski, Bo Zhao.
Tutkimusryhmät
Distributed and Mobile Computing
Experiment-driven systems research analyzing, building, and optimizing distributed mobile computing systems and services.
Digital Ethics, Society and Policy
Henkilöt
Marjo Kauppinen, Juhi Kulshrestha, Casper Lassenius, Marko Nieminen, Risto Sarvas, Nitin Sawhney, Marko Turpeinen, Johanna Viitanen, Johanna Ylipulli.
Tutkimusryhmät
CRitical AI and Crisis Interrogatives (CRAI-CIS) (ulkoinen linkki)
crai-cis.aalto.fi
Engineering Psychology
People
Talayeh Aledavood, Mikko Kivelä, Sari Kujala, Janne Lindqvist, Robin Welsch.
Tutkimusryhmät
Engineering Psychology
Understanding humans and technology
Human-Computer Interaction and Design
Henkilöt
Fabian Fagerholm, Perttu Hämäläinen, Sari Kujala, Juhi Kulshtestha, Jorma Laaksonen, Janne Lindqvist, Lauri Malmi, Marko Nieminen, Mika P.Nieminen, Nitin Sawhney, Johanna Viitanen, Robin Welsch, Johanna Ylipulli
Laitoksen ulkopuoliset henkilöt
Andres Lucero, Antti Oulasvirta, Esko Penttinen, Virpi Roto, Giulio Jacucci.
Tutkimusryhmät
CRitical AI and Crisis Interrogatives (CRAI-CIS) (ulkoinen linkki)
crai-cis.aalto.fi
Käytettävät ja saavutettavat sähköiset terveyspalvelut kaikille
Tutkimusryhmämme keskittyy sähköisten sosiaali- ja terveyspalveluiden käytettävyyteen ja saavutettavuuteen
Large-scale Computing and Data Analysis
Tutkimusryhmät
Astroinformatics
The group develops and utilises high-performance computing tools for simulating and analysing data from complex (astro)physical systems, such as turbulent fluids, the Sun, interstellar matter in galaxies.
Quantum Software and Algorithms
Quantum computing deploys the phenomena of quantum mechanics to solve complex problems that even the most powerful supercomputers cannot execute. This interdisciplinary research area is focused to achieve large-scale quantum computing from the software perspective. The main goal is to support the execution of quantum algorithms with a practical advantage.
Henkilöt
Vikas Garg, Petteri Kaski, Alexandru Paler
Tutkimusryhmät
InstituteQ - The Finnish Quantum Institute (ulkoinen linkki)
InstituteQ koordinoi kvanttitutkimusta, -koulutusta sekä -liiketoimintaa Suomessa
Security and Privacy
Henkilöt
Tuomas Aura, Chris Brzuska, Lachlan Gunn, Russell W.F.Lai, Janne Lindqvist, Sanna Suoranta
Tutkimusryhmät
Cryptography Group (ulkoinen linkki)
research.cs.aalto.fi/crypto
Secure Systems Research Group (ulkoinen linkki)
The goal of the Secure Systems research group is to create new technologies and design and analysis methods for the development of secure computing and communication systems.
Software and Service Engineering
Henkilöt
Fabian Fagerholm, Marjo Kauppinen, Sari Kujala, Casper Lassenius, Marko Nieminen, Mika P.Nieminen, Jari-Pekka Vanhanen, Johanna Viitanen
Tutkimusryhmät
PREAGO Research Group
The Product Requirements and Architecture Research Group (Preago) is specialized in high quality research of topics related to requirements engineering, software architectures and variability.
Käytettävät ja saavutettavat sähköiset terveyspalvelut kaikille
Tutkimusryhmämme keskittyy sähköisten sosiaali- ja terveyspalveluiden käytettävyyteen ja saavutettavuuteen
Visual Computing
Henkilöt
Perttu Hämäläinen, Juho Kannala, Jorma Laaksonen, Jaakko Lehtinen, Janne Lindqvist, Lauri Savioja, Arno Solin
Tutkimusryhmät
Game Research (ulkoinen linkki)
Games are a multidisciplinary field, and our research interests include physics simulation, procedural animation, control optimization, AI, full-body human-computer interaction, virtual and augmented realities, games and learning.
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