Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2019
  2. Published

    Half-quantum vortices and walls bounded by strings in the polar-distorted phases of topological superfluid 3He

    Mäkinen, J., Dmitriev, V., Nissinen, J., Rysti, J., Volovik, G., Alexey, Y., Zhang, K. & Eltsov, V., 1 Dec 2019, In : Nature Communications. 10, 1, p. 1-8 8 p., 237.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Adaptive neural network classifier for decoding MEG signals

    Zubarev, I., Zetter, R., Halme, H. L. & Parkkonen, L., 15 Aug 2019, In : NeuroImage. 197, p. 425-434 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. E-pub ahead of print

    Observation of coexistence of Yu-Shiba-Rusinov states and spin-flip excitations

    Shawulienu, K., Žitko, R., Dvorak, M., Ojanen, T. & Liljeroth, P., 26 Jun 2019, In : Nano Letters.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Universal First-Passage-Time Distribution of Non-Gaussian Currents

    Singh, S., Menczel, P., Golubev, D. S., Khaymovich, I. M., Peltonen, J. T., Flindt, C., Saito, K., Roldán, É. & Pekola, J. P., 13 Jun 2019, In : Physical Review Letters. 122, 23, p. 1-6 230602.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    GlotNet-A Raw Waveform Model for the Glottal Excitation in Statistical Parametric Speech Synthesis

    Juvela, L., Bollepalli, B., Tsiaras, V. & Alku, P., 1 Jun 2019, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 6, p. 1019-1030 12 p., 8675543.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

    Kangasrääsiö, A., Jokinen, J. P. P., Oulasvirta, A., Howes, A. & Kaski, S., 1 Jun 2019, In : COGNITIVE SCIENCE. 43, 6, 40 p., 12738.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Efficient acquisition rules for model-based approximate Bayesian computation

    Järvenpää, M., Gutmann, M. U., Pleska, A., Vehtari, A. & Marttinen, P., Jun 2019, In : Bayesian Analysis. 14, 2, p. 595-622 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Chemical diversity in molecular orbital energy predictions with kernel ridge regression

    Stuke, A., Todorović, M., Rupp, M., Kunkel, C., Ghosh, K., Himanen, L. & Rinke, P., 28 May 2019, In : Journal of Chemical Physics. 150, 20, p. 1-13 204121.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Plasmon Excitations in Mixed Metallic Nanoarrays

    Conley, K. M., Nayyar, N., Rossi, T. P., Kuisma, M., Turkowski, V., Puska, M. J. & Rahman, T. S., 28 May 2019, In : ACS Nano. 13, 5, p. 5344-5355 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Multistep Bloch-line-mediated Walker breakdown in ferromagnetic strips

    Hütner, J., Herranen, T. & Laurson, L., 24 May 2019, In : Physical Review B. 99, 17, p. 1-5 10 p., 174427.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra

    Ghosh, K., Stuke, A., Todorović, M., Jørgensen, P. B., Schmidt, M. N., Vehtari, A. & Rinke, P., 3 May 2019, In : Advanced Science. 6, 9, p. 1-7 7 p., 1801367.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Geometry-Based Modeling of Self-Interference Channels for Outdoor Scenarios

    Venkatasubramanian, S., Zhang, C., Laughlin, L., Haneda, K. & Beach, M., 1 May 2019, In : IEEE Transactions on Antennas and Propagation. 67, 5, p. 3297-3307 11 p., 8631143.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Physics affecting heavy impurity migration in tokamaks: Benchmarking test-ion code ASCOT against TEXTOR tracer experiment

    Weckmann, A., Kurki-Suonio, T., Särkimäki, K., Romazanov, J., Kirschner, A., Hakola, A., Airila, M., Kreter, A. & Brezinsek, S., 1 May 2019, In : Nuclear Materials and Energy. 19, p. 307-315 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Accepted/In press

    Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets

    Afrabandpey, H., Peltola, T. & Kaski, S., May 2019, (Accepted/In press) 28th International Joint Conference on Artificial Intelligence. 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    Hybrid master equation for calorimetric measurements

    Donvil, B., Muratore-Ginanneschi, P. & Pekola, J. P., 29 Apr 2019, In : Physical Review A. 99, 4, p. 1-11 042127.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    An additive Gaussian process regression model for interpretable non-parametric analysis of longitudinal data

    Cheng, L., Ramchandran, S., Vatanen, T., Lietzén, N., Lahesmaa, R., Vehtari, A. & Lähdesmäki, H., 17 Apr 2019, In : Nature Communications. 10, 1, p. 1-11 11 p., 1798.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Cross-cultural similarity in relationship-specific social touching

    Suvilehto, J. T., Nummenmaa, L., Harada, T., Dunbar, R. IM., Hari, R., Turner, R., Sadato, N. & Kitada, R., 17 Apr 2019, In : PROCEEDINGS OF THE ROYAL SOCIETY B: BIOLOGICAL SCIENCES. 286, 1901, p. 1-10 10 p., 20190467.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Optical Co-registration of MRI and On-scalp MEG

    Zetter, R., Iivanainen, J. & Parkkonen, L., 2 Apr 2019, In : Scientific Reports. 9, 1, p. 1-9 5490.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation

    Järvenpää, M., Sater, M. R. A., Lagoudas, G. K., Blainey, P. C., Miller, L. G., McKinnell, J. A., Huang, S. S., Grad, Y. H. & Marttinen, P., 1 Apr 2019, In : PLoS computational biology. 15, 4, p. 1-25 e1006534.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Discovering heritable modes of MEG spectral power

    Leppäaho, E., Renvall, H., Salmela, E., Kere, J., Salmelin, R. & Kaski, S., 1 Apr 2019, In : Human Brain Mapping . 40, 5, p. 1391-1402 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Foraging-based optimization of pervasive displays

    Montoya Freire, M. L., Potts, D., Dayama, N. R., Oulasvirta, A. & Di Francesco, M., 1 Apr 2019, In : Pervasive and Mobile Computing. 55, p. 45-58 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Extreme reductions of entropy in an electronic double dot

    Singh, S., Roldan, E., Neri, I., Khaymovich, I. M., Golubev, D. S., Maisi, V. F., Peltonen, J. T., Juelicher, F. & Pekola, J. P., 18 Mar 2019, In : Physical Review B. 99, 11, p. 1-15 15 p., 115422.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Anderson Localization Quenches Thermal Transport in Aperiodic Superlattices

    Juntunen, T., Vänskä, O. & Tittonen, I., 12 Mar 2019, In : Physical Review Letters. 122, 10, 6 p., 105901.

    Research output: Contribution to journalArticleScientificpeer-review

  25. E-pub ahead of print

    An adaptive prefix-assignment technique for symmetry reduction

    Junttila, T., Karppa, M., Kaski, P. & Kohonen, J., 8 Mar 2019, In : JOURNAL OF SYMBOLIC COMPUTATION.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published
  27. Published

    Homogeneous nonequilibrium molecular dynamics method for heat transport and spectral decomposition with many-body potentials

    Fan, Z., Dong, H., Harju, A. & Ala-Nissilä, T., 28 Feb 2019, In : Physical Review B (Condensed Matter and Materials Physics). 99, 6, p. 1-9 9 p., 064308.

    Research output: Contribution to journalArticleScientificpeer-review

  28. E-pub ahead of print

    Hybrid modeling of cometary plasma environments. II: Remote-sensing of a cometary bow shock

    Alho, M., Simon Wedlund, C., Nilsson, H., Kallio, E., Järvinen, R. & Pulkkinen, T., 27 Feb 2019, In : Astronomy & Astrophysics. 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Time-Domain Spectroscopy of Mesoscopic Conductors Using Voltage Pulses

    Burset, P., Kotilahti, J., Moskalets, M. & Flindt, C., 27 Feb 2019, In : Advanced Quantum Technologies. p. 1-5 5 p., 1900014.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Reconstructing meaning from bits of information

    Kivisaari, S. L., van Vliet, M., Hultén, A., Lindh-Knuutila, T., Faisal, A. & Salmelin, R., 25 Feb 2019, In : Nature Communications. 10, 1, p. 1-11 11 p., 927.

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Creation of a Dirac monopole-antimonopole pair in a spin-1 Bose-Einstein condensate

    Tiurev, K., Kuopanportti, P. & Möttönen, M., 19 Feb 2019, In : Physical Review A. 99, 2, p. 1-7 7 p., 023621.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Thermal transport in MoS2 from molecular dynamics using different empirical potentials

    Xu, K., Gabourie, A. J., Hashemi, A., Fan, Z., Wei, N., Farimani, A. B., Komsa, H. P., Krasheninnikov, A. V., Pop, E. & Ala-Nissila, T., 11 Feb 2019, In : Physical Review B. 99, 5, p. 1-13 13 p., 054303.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Emergent magnetic monopole dynamics in macroscopically degenerate artificial spin ice

    Farhan, A., Saccone, M., Petersen, C. F., Dhuey, S., Chopdekar, R. V., Huang, Y. L., Kent, N., Chen, Z., Alava, M. J., Lippert, T. & 2 othersScholl, A. & van Dijken, S., 8 Feb 2019, In : Science Advances. 5, 2, p. 1-8 eaav6380.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Probing the local response of a two-dimensional liquid foam

    Viitanen, L., Koivisto, J., Puisto, A., Alava, M. & Santucci, S., 1 Feb 2019, In : European Physical Journal B. 92, 2, p. 1-6 38.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Gold diggers: Altered reconstruction of the gold surface by physisorbed aromatic oligomers

    Scarbath-Evers, L. K., Todorović, M., Golze, D., Hammer, R., Widdra, W., Sebastiani, D. & Rinke, P., 17 Jan 2019, In : Physical Review Materials. 3, 1, p. 1-6 011601.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    A Mathematical Model for Enhancer Activation Kinetics During Cell Differentiation

    Nousiainen, K., Intosalmi, J. & Lähdesmäki, H., 1 Jan 2019, Algorithms for Computational Biology - 6th International Conference, AlCoB 2019, Proceedings. Vega-Rodríguez, M. A., Holmes, I. & Martín-Vide, C. (eds.). Springer Verlag, p. 191-202 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11488 LNBI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    AncestryAI: A Tool for Exploring Computationally Inferred Family Trees

    Malmi, E., Rasa, M. & Gionis, A., 1 Jan 2019, Proceedings of the 26th International Conference on World Wide Web Companion. Switzerland, p. 257-261 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    Characterisation of the fast-ion edge resonant transport layer induced by 3D perturbative fields in the ASDEX Upgrade tokamak through full orbit simulations

    Sanchis, L., Garcia-Munoz, M., Snicker, A., Ryan, D. A., Zarzoso, D., Chen, L., Galdon-Quiroga, J., Nocente, M., Rivero-Rodriguez, J. F., Rodriguez-Ramos, M. & 5 othersSuttrop, W., Van Zeeland, M. A., Viezzer, E., Willensdorfer, M. & Zonca, F., 1 Jan 2019, In : Plasma Physics and Controlled Fusion. 61, 1, p. 1-10 014038.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Probabilistic tensors and opportunistic boolean matrix multiplication

    Karppa, M. & Kaski, P., 1 Jan 2019, Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms. SIAM, p. 496-515 20 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    Stacked elasticity imaging approach for visualizing defects in the presence of background inhomogeneity

    Smyl, D., Bossuyt, S. & Liu, D., 1 Jan 2019, In : JOURNAL OF ENGINEERING MECHANICS: ASCE. 145, 1, 7 p., 06018006.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation

    Hou, Y., Solin, A. & Kannala, J., 1 Jan 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11482 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. Published

    Vocal effort compensation for MFCC feature extraction in a shouted versus normal speaker recognition task

    Jokinen, E., Saeidi, R., Kinnunen, T. & Alku, P., 1 Jan 2019, In : Computer Speech and Language. 53, p. 1-11 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Active Learning for Decision-Making from Imbalanced Observational Data

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, Proceedings of the 36th International Conference on Machine Learning. (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  44. Published

    Aggregating domestic energy storage resources to participate in frequency containment reserves

    Giovanelli, C., 2019, Aalto University. 180 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  45. Accepted/In press

    Cellular IoT Traffic Characterization and Evolution

    Finley, B. & Vesselkov, A., 2019, (Accepted/In press) 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  46. Published

    Deep Learning for Tube Amplifier Emulation

    Damskägg, E-P., Juvela, L., Thuillier, E. & Välimäki, V., 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 471-475 5 p. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  47. Published

    Electrical conductivity of functionalised carbon nanotube networks

    Ketolainen, T., 2019, Aalto University. 118 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  48. Published

    Opioidergic regulation of human affiliative behavior - Evidence from positron emission tomography studies

    Karjalainen, T., 2019, Aalto University. 77 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  49. Published

    Pioneer Networks: Progressively Growing Generative Autoencoder

    Heljakka, A., Solin, A. & Kannala, J., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Mori, G., Jawahar, C. V., Schindler, K. & Li, H. (eds.). Springer, Cham, p. 22-38 17 p. (Lecture notes in computer science; vol. 11361).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Published

    Real-Time Modeling of Audio Distortion Circuits with Deep Learning

    Damskägg, E-P., Juvela, L. & Välimäki, V., 2019, Proceedings of the 16th Sound & Music Computing Conference SMC 2019. p. 332-339 (Proceedings of the Sound and Music Computing Conferences).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Published

    Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization

    Li, X., Ylioinas, J., Verbeek, J. & Kannala, J., 2019, Computer Vision – ECCV 2018 Workshops: Munich, Germany, September 8-14, 2018, Proceedings, Part III. Springer International, p. 229-245 (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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