Science-IT

Research output

Research output per year 2007 2016 2018 2019 2020 2021 2022 2023 2024 2024

• 1232 Article
• 428 Conference article in proceedings
• 183 Doctoral Thesis
• 18 Review Article
• 82 More
  • 16 Paper
  • 11 Chapter
  • 9 Abstract
  • 9 Conference article
  • 7 Letter
  • 5 Poster
  • 4 Comment/debate
  • 4 Master's thesis
  • 3 Exhibition
  • 3 Software
  • 3 Other contribution
  • 2 Meeting Abstract
  • 2 Discussion paper
  • 2 Working paper
  • 1 Data Article
  • 1 Licenciate's thesis

Research output per year

Research output per year

Search results

• 2024

  Accelerated lignocellulosic molecule adsorption structure determination

  Jestilä, J., Wu, N., Priante, F. & Foster, A., 12 Mar 2024, In: Journal of Chemical Theory and Computation. 20, 5, p. 2297-2312

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Adsorption 100%
  • Molecules 100%
  • Lignocellulosics 100%
  • Optimization 75%
  • Interatomic Potential 75%
  34 Downloads (Pure)

• Achieving Emission-Reduction Goals: Multi-Period Power-System Expansion under Short-Term Operational Uncertainty

  Rintamäki, T., Oliveira, F., Siddiqui, A. & Salo, A., 2024, In: IEEE Transactions on Power Systems. 39, 1, p. 119-131 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Uncertainty 100%
  • Emission Reduction 100%
  • Power Engineering 100%
  • Emission 100%
  • Expansion 100%
  5 Citations (Scopus)

  105 Downloads (Pure)

• A coarse-grained model capturing partitioning and magnetic response in polymeric aqueous two-phase systems

  Scacchi, A., Rigoni, C., Haataja, M., Timonen, J. & Sammalkorpi, M., 2024.

  Research output: Contribution to conference › Abstract › Scientific › peer-review

  Open Access

  • Binary Mixture 100%
  • Coarse Grained Model 100%
  • Ferrofluid 100%
  • Aqueous Two Phase 100%
  • Polymer Phase 33%

• A comparative study on methanol and n-dodecane spray flames using Large-Eddy Simulation

  Kaario, O. T., Karimkashi, S., Bhattacharya, A., Vuorinen, V., Larmi, M. & Bai, X. S., Feb 2024, In: Combustion and Flame. 260, 17 p., 113277.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Comparative Study 100%
  • Spray Flame 100%
  • Large Eddy Simulation 100%
  • Methanol 100%
  • Dodecane 100%
  3 Citations (Scopus)

  72 Downloads (Pure)

• Advancing Segmentation of Intracranial Structures in Brain Imaging

  Thanellas, A., 2024, Aalto University. 137 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Algorithms 100%
  • Segmentation 100%
  • Brain Imaging 100%
  • Computed Tomography 100%
  • Brain 66%

• A GPU-accelerated computational fluid dynamics solver for assessing shear-driven indoor airflow and virus transmission by scale-resolved simulations

  Korhonen, M., Laitinen, A., Isitman, G. E., Jimenez, J. L. & Vuorinen, V., Jun 2024, In: JOURNAL OF COMPUTATIONAL SCIENCE. 78, 19 p., 102265.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Transmissions 100%
  • Computational Fluid Dynamics 100%
  • Graphics Processing Unit 100%
  • Air Change 66%
  • Demonstrates 33%
  61 Downloads (Pure)

• A modelling study to explore the effects of regional socio-economics on the spreading of epidemics

  Snellman, J. E., Barrio, R. A., Kaski, K. K. & Korpi–Lagg, M. J., 2024, (E-pub ahead of print) In: Journal of Computational Social Science.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Diseases 100%
  • Government Activity 100%
  • Feedback 33%
  • Legislation 33%

• A modified version of the MDRANGE software for calculations in nuclear material physics

  Malykhina, T. & Sand, A., 4 Mar 2024, p. 87. 1 p.

  Research output: Contribution to conference › Abstract › Scientific

  File

  • Deposited Energy 100%
  • Physics 100%
  • Calculation 100%
  • Ion 100%
  • Materials Science 100%
  37 Downloads (Pure)

• A novel strong duality-based reformulation for trilevel infrastructure models in energy systems development

  Herrala, O., Gabriel, S. A., Oliveira, F. & Ekholm, T., 2024, (E-pub ahead of print) In: Journal of the Operational Research Society. p. 1-16 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Infrastructure 100%
  • Energy Systems 100%
  • System Development 100%
  • Reformulation 100%
  • Energy Engineering 16%
  20 Downloads (Pure)

• Applicability and Robustness of Deep Learning in Healthcare

  Sahlsten, J., 2024, Aalto University. 177 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Healthcare 100%
  • Deep Learning 100%
  • Devices 100%
  • Neural Network 60%
  • Performance Art 20%

• A simple approach to produce hydrophobic biobased coatings using methylcellulose and organosolv lignin

  Mobredi, K., Miranda-Valdez, I. Y., Mäkinen, T., Koivisto, J. & Alava, M. J., 4 Jul 2024, In: Soft Matter. 20, 28, p. 5607-5615 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Lignin 100%
  • Organosolv Lignin 100%
  • Spin Coating 100%
  • Contact Angle 57%
  • Surface Defect 33%
  1 Citation (Scopus)

  12 Downloads (Pure)

• A skeletal mechanism for n-dodecane/ammonia combustion and an open-source reaction scheme optimization tool

  Kurumus, A. T., Bhattacharya, A., Tamadonfar, P. & Kaario, O., 1 Oct 2024, In: Fuel. 373, 19 p., 132168.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Good Agreement 100%
  • Delay Time 100%
  • Diesel Fuel 100%
  • Alternative Fuel 100%
  • Energy Carrier 100%
  17 Downloads (Pure)

• Assessing economic benefits and costs of carbon sinks in boreal rotation forestry

  Parkatti, V.-P., Suominen, A., Tahvonen, O. & Malo, P., Sept 2024, In: Forest Policy and Economics. 166, 103249.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Forestry 100%
  • Carbon Sink 100%
  • Forest Management 33%
  • Optimization Model 16%
  • Pinus sylvestris 16%
  10 Downloads (Pure)

• Atomic-Scale Visualization of Multiferroicity in Monolayer NiI₂

  Amini, M., Fumega, A. O., González-Herrero, H., Vaňo, V., Kezilebieke, S., Lado, J. L. & Liljeroth, P., 2 May 2024, In: Advanced Materials. 36, 18, 2311342.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Multiferroic Material 100%
  • Probe 14%
  • Electric Fields 14%
  • 2D Material 14%
  • Spin-Orbit Coupling 14%
  5 Citations (Scopus)

  23 Downloads (Pure)

• Atomic structure and water arrangement on K-feldspar microcline (001)

  Dickbreder, T., Sabath, F., Reischl, B., Nilsson, R. V. E., Foster, A. S., Bechstein, R. & Kühnle, A., 21 Feb 2024, In: Nanoscale. 16, 7, p. 3462-3473

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Atomic Structure 100%
  • Ice 100%
  • Feldspar 100%
  • Water 100%
  • Microcline 100%
  2 Citations (Scopus)

• Attention-based End-to-End Models in Language Technology

  Rouhe, A., 2024, Aalto University. 256 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Speech Recognition 100%
  • Data Source 79%
  • Segmentation 39%
  • Hidden Markov Models 19%
  • Speech Recognition System 19%

• Automated Structure Discovery for Scanning Tunneling Microscopy

  Kurki, L., Oinonen, N. & Foster, A., 30 Apr 2024, In: ACS Nano. 18, 17, p. 11130-11138 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Scanning Tunneling Microscopy 100%
  • Microscopy 100%
  • Procedure 50%
  • Images 42%
  • Atomic Force Microscopy 28%
  23 Downloads (Pure)

• Autonomous Vehicle Perception and Navigation in Adverse Conditions

  Seppänen, A., 2024, Aalto University. 114 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Condition 100%
  • Vehicle 100%
  • Mobile Robot 100%
  • Autonomous Vehicles 100%
  • Adverse Weather 75%

• AVID: A speech database for machine learning studies on vocal intensity

  Alku, P., Kodali, M., Laaksonen, L. & Kadiri, S., Feb 2024, In: Speech Communication. 157, 11 p., 103039.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Database 100%
  • Sound Pressure Level 100%
  • Sound Pressure 100%
  • Calibration 50%
  51 Downloads (Pure)

• Bayesian reduced rank regression models generalizable neural fingerprints that differentiate between individuals in magnetoencephalography data

  Haakana, J., Merz, S., Kaski, S., Renvall, H. & Salmelin, R., May 2024, In: European Journal of Neuroscience. 59, 9, p. 2320-2335 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Magnetoencephalography 100%
  • Fingerprints 100%
  • Reduced Rank Regression 100%
  • Functional Connectivity 40%
  • Humans 20%
  27 Downloads (Pure)

• Benchmarking the accuracy of the separable resolution of the identity approach for correlated methods in the numeric atom-centered orbitals framework

  Delesma, F., Leucke, M., Golze, D. & Rinke, P., 11 Jan 2024, In: Journal of Chemical Physics. 160, 2, p. 1-15 15 p., 024118.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Atom 100%
  • Atoms 100%
  • Orbitals 100%
  • Approximation 100%
  • Order 100%
  1 Citation (Scopus)

  30 Downloads (Pure)

• Benchmarking the Sim-to-Real Gap in Cloth Manipulation

  Blanco-Mulero, D., Barbany, O., Alcan, G., Colome, A., Torras, C. & Kyrki, V., 2024, In: IEEE Robotics and Automation Letters. 9, 3, p. 2981-2988 8 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Fabrics 100%
  • Supplementary Material 33%
  • Computational Simulation 33%
  2 Citations (Scopus)

  103 Downloads (Pure)

• Bio-Based Foams to Function as Future Plastic Substitutes by Biomimicry : Inducing Hydrophobicity with Lignin

  Miranda-Valdez, I. Y., Mäkinen, T., Hu, X., Lejon, J., Elamir, M., Viitanen, L., Jannuzzi, L., Koivisto, J. & Alava, M. J., 3 Aug 2024, (E-pub ahead of print) In: Advanced Engineering Materials.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Biomimetics 100%
  • Organosolv Lignin 100%
  • Lignin 100%
  • Hydrophobicity 100%
  • Hydrophobic 50%

• Can docstring reformulation with an LLM improve code generation?

  Dainese, N., Ilin, A. & Marttinen, P., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics, p. 296-312 17 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  • Models 100%
  • Reformulation 100%
  • Code Generation 100%
  • Large Language Model 100%
  • Open Source 37%

• Cluster-based multidimensional scaling embedding tool for data visualization

  Hernandez Leon, P. & Caro, M. A., 9 May 2024, In: Physica Scripta . 99, 6, 20 p., 066004.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Algorithm 100%
  • Nonlinear 100%
  • Reduction Method 100%
  • Dimensionality Reduction 100%
  • Data Visualization 100%
  15 Downloads (Pure)

• CNN-based local features for navigation near an asteroid

  Knuuttila, O., Kestila, A. & Kallio, E., 2024, In: IEEE Access. 12, p. 16652 - 16672 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Convolutional Neural Network 100%
  • local feature 100%
  • Extractor 100%
  • Network Architecture 50%
  • Affine Transformation 50%
  45 Downloads (Pure)

• Coexistence of one-dimensional and two-dimensional topology and genesis of Dirac cones in the chiral Aubry-André model

  Antão, T. V. C., Miranda, D. A. & Peres, N. M. R., 15 May 2024, In: Physical Review B. 109, 19, p. 1-15 15 p., 195436.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Quantum Hall Effect 100%
  • Momentum Space 100%
  37 Downloads (Pure)

• Collaborative learning from distributed data with differentially private synthetic data

  Prediger, L., Jälkö, J., Honkela, A. & Kaski, S., 14 Jun 2024, In: BMC Medical Informatics and Decision Making. 24, 1, p. 1-14 14 p., 167.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Collaborative Learning 100%
  • Synthetic Data 100%
  • Distributed Data 100%
  • Privacy Preserving 33%
  • Privacy Concern 16%
  1 Citation (Scopus)

  10 Downloads (Pure)

• Comparison and analysis of new curriculum criteria for end-to-end ASR

  Karakasidis, G., Kurimo, M., Bell, P. & Grósz, T., Sept 2024, In: Speech Communication. 163, 16 p., 103113.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Training Set 100%
  • Learning Model 100%
  • Speech Recognition 100%
  • Error Rate 50%
  • Finnish 50%
  10 Downloads (Pure)

• Construction of topological quantum magnets from atomic spins on surfaces

  Wang, H., Fan, P., Chen, J., Jiang, L., Gao, H. J., Lado, J. & Yang, K., 29 Aug 2024, (E-pub ahead of print) In: Nature Nanotechnology.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Electron Paramagnetic Resonance 100%

• Continuous Monte Carlo Graph Search

  Kujanpää, K., Kannala, J., Babadi, A., Ilin, A., Zhao, Y. & Pajarinen, J., 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1047-1056 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Continuous Domain 100%
  • Branching Factor 100%
  • Planning Method 100%
  9 Downloads (Pure)

• Convex support vector regression

  Liao, Z., Dai, S. & Kuosmanen, T., 2024, In: European Journal of Operational Research. 313, 3, p. 858-870 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Support 100%
  • Regression 100%
  • Support Vector Regression 100%
  • Outlier 42%
  • Finance 28%
  10 Citations (Scopus)

  38 Downloads (Pure)

• Convolutional networks can model the functional modulation of MEG responses during reading

  van Vliet, M., Rinkinen, O., Shimizu, T., Niskanen, A.-M., Devereux, B. & Salmelin, R., 30 May 2024, (E-pub ahead of print) In: eLife. 13, RP96217, 26 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Magnetoencephalography 100%
  • Reading 100%
  • Humans 20%
  • Word Recognition 20%
  • Inclusion 20%

• Cooperative Traffic Dispersion through Rerouting of Connected and Automated Vehicles in Urban Networks

  Vitale, F. & Roncoli, C., 7 Jun 2024, (E-pub ahead of print) In: Transportation Research Record. 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  • Distributed Algorithm 100%

• Data-driven modelling of human behaviour with complex networks

  Takko, T., 2024, Aalto University. 150 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Studying 100%
  • Cooperative Game 50%
  • Knowledge 25%
  • Information 25%
  • Social Media 12%

• Data-driven room-acoustic modelling

  Götz, G., 2024, Aalto University. 128 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Room Acoustics 100%
  • Room Acoustics Modeling 100%
  • Neural Network 14%
  • Room Acoustics Simulation 14%
  • Data Acquisition 14%

• Deep Visual Understanding and Beyond - Saliency, Uncertainty, and Bridges to Natural Language

  Wang, T.-J. J., 2024, Aalto University. 191 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Natural Languages 100%
  • Machine Learning 50%
  • Research Question 50%
  • Cognitive System 50%
  • Computer Vision 25%

• Demand Response and Energy Resilience Through Electric Vehicles - Advanced Modelling Techniques and Economic Implications

  Einolander, J., 2024, Aalto University. 126 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Energy Engineering 100%
  • Electric Vehicle 100%
  • Power Grid 36%
  • Power Outage 27%
  • Energy Transition 18%

• Detachment and flow behaviour of anode slimes in high nickel copper electrorefining

  Sahlman, M., Aromaa, J. & Lundström, M., 19 Mar 2024, In: Physicochemical Problems of Mineral Processing. 60, 2, 21 p., 186194.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Copper 100%
  • Anode 100%
  • Nickel 100%
  • Electrorefining 100%
  • Particle 54%
  1 Citation (Scopus)

  26 Downloads (Pure)

• Detecting and diagnosing prior and likelihood sensitivity with power-scaling

  Kallioinen, N., Paananen, T., Bürkner, P. C. & Vehtari, A., Feb 2024, In: STATISTICS AND COMPUTING. 34, 1, p. 1-27 27 p., 57.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Models 100%
  • Workflows 100%
  • Complexities 100%
  • Process Model 100%
  • Linear Model 100%
  5 Citations (Scopus)

  49 Downloads (Pure)

• Detecting covert disruptive behavior in online interaction by analyzing conversational features and norm violations

  Paakki, H., Vepsäläinen, H., Salovaara, A. & Zafar, B., 29 Jan 2024, In: ACM Transactions on Computer-Human Interaction. 31, 2, 20.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Detection 100%
  • Machine Learning 49%
  • Social Media 49%
  • Natural Language Processing 49%
  • Structural Analysis 49%
  52 Downloads (Pure)

• Diffusion-Based Audio Inpainting

  Moliner Juanpere, E. & Välimäki, V., Mar 2024, In: AES: Journal of the Audio Engineering Society. 72, 3, p. 100-113 14 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Algorithms 100%
  • Neural Network Architecture 100%
  • Deep Learning Model 100%
  • Models 100%
  75 Downloads (Pure)

• Diffusion-Driven Charge Transport in III–V Optoelectronic Devices

  Myllynen, A., 2024, Aalto University. 134 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Charge Transport 100%
  • Devices 100%
  • Optoelectronics 100%
  • Solar Cell 87%
  • Light-Emitting Diode 75%

• Distinguishing subsampled power laws from other heavy-tailed distributions

  Sormunen, S., Leskelä, L. & Saramäki, J., 8 May 2024, In: Physical Review E. 109, 5, p. 1-13 13 p., 054308.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Heavy-Tailed Distribution 100%
  • Power Law 100%
  • Extreme Value 60%
  • Maximum Likelihood Method 60%
  • Number 20%
  21 Downloads (Pure)

• District heating load patterns and short-term forecasting for buildings and city level

  Hua, P., Wang, H., Xie, Z. & Lahdelma, R., 15 Feb 2024, In: Energy. 289, 13 p., 129866.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Buildings 100%
  • District Heating 100%
  • Heating Load 100%
  • Regression 100%
  • Artificial Neural Network 83%
  7 Citations (Scopus)

  91 Downloads (Pure)

• Dynamic yet Persistent: Investigating Digital Traces of Human Behaviour

  Heydari, S., 2024, Aalto University. 229 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Social Network 100%
  • Ego 100%
  • Computational Method 66%
  • Personal Network 33%
  • Functional Feature 33%

• Effectiveness of contact tracing on networks with cliques

  K. Rizi, A., Keating, L., Gleeson, J. P., O'Sullivan, D. & Kivelä, M., 9 Feb 2024, In: Physical Review E. 109, 2, p. 24303 024303.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Clique 100%
  • Efficiency 100%
  • Probability Theory 50%
  • Social Network 50%
  • Network Structures 50%
  2 Citations (Scopus)

  24 Downloads (Pure)

• Effects of resonances and surface texturing on light emission in emerging thin-film devices

  Kivisaari, P., Partanen, M. & Oksanen, J., 11 Mar 2024, Physics and Simulation of Optoelectronic Devices XXXII. Witzigmann, B., Osinski, M. & Arakawa, Y. (eds.). SPIE, p. 1-16 16 p. 128800N. (Proceedings of SPIE; vol. 12880).

  Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  Open Access

  File

  • Light Emission 100%
  • Texturing 100%
  • Surface 100%
  • Devices 100%
  • Cavity 40%
  1 Citation (Scopus)

  21 Downloads (Pure)

• Efficient estimation and correction of selection-induced bias with order statistics

  McLatchie, Y. & Vehtari, A., 12 Jun 2024, In: STATISTICS AND COMPUTING. 34, 4, 132.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Order Statistics 100%
  • Model Selection 100%
  • Ranking Method 100%
  • Cross-Validation 66%
  • Bootstrapping 33%
  36 Downloads (Pure)

• Electrochemistry and Surface Propertiesof Nanostructured Carbon Electrodes andInterfaces

  Kousar, A., 2024, Aalto University. 126 p.

  Research output: Thesis › Doctoral Thesis › Collection of Articles

  Open Access

  • Fouling 100%
  • Adsorption 100%
  • Carbon Nanofiber 100%
  • Nanocrystalline Material 100%
  • Target Molecule 66%