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

    Magnetic non-contact friction from domain wall dynamics actuated by oscillatory mechanical motion

    Rissanen, I. & Laurson, L., 30 Oct 2019, In : Journal of Physics D - Applied Physics. 52, 44, 11 p., 445002.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Accepted/In press

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 4 Sep 2019, (Accepted/In press) 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.

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

  5. 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

  6. Published

    Database-driven high-throughput study of coating materials for hybrid perovskites

    Seidu, A., Himanen, L., Li, J. & Rinke, P., 9 Aug 2019, In : New Journal of Physics. 21, p. 1-6 6 p., 083018.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Revisiting phonon-phonon scattering in single-layer graphene

    Gu, X., Fan, Z., Bao, H. & Zhao, C. Y., 9 Aug 2019, In : Physical Review B. 100, 6, p. 1-14 064306.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Pushing and overtaking others in a spatial game of exit congestion

    von Schantz, A. & Ehtamo, H., 1 Aug 2019, In : Physica A: Statistical Mechanics and its Applications. 527, p. 1-11 121151.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models

    Brouard, C., Basse, A., d'Alche-Buc, F. & Rousu, J., Aug 2019, In : METABOLITES. 9, 8, 14 p., 160.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Quantum embedding theory in the screened Coulomb interaction: Combining configuration interaction with GW/BSE

    Dvorak, M., Golze, D. & Rinke, P., 31 Jul 2019, In : Physical Review Materials. 3, 7, p. 1-6 6 p., 070801.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Synthesis of Regioisomeric Graphene Nanoribbon Junctions via Heteroprecursors

    Sun, K., Krejci, O., Foster, A. S., Okuda, Y., Orita, A. & Kawai, S., 18 Jul 2019, In : Journal of Physical Chemistry C. 123, 28, p. 17632-17638 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    GUMICS-4 analysis of interplanetary coronal mass ejection impact on Earth during low and typical Mach number solar winds

    Lakka, A., Pulkkinen, T. I., Dimmock, A. P., Kilpua, E., Ala-Lahti, M., Honkonen, I., Palmroth, M. & Raukunen, O., 11 Jul 2019, In : Annales Geophysicae. 37, 4, p. 561-579 19 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

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

    Shawulienu, K., Žitko, R., Dvorak, M., Ojanen, T. & Liljeroth, P., 10 Jul 2019, In : Nano Letters. 19, 7, p. 4614-4619 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    The GW Compendium: A Practical Guide to Theoretical Photoemission Spectroscopy

    Golze, D., Dvorak, M. & Rinke, P., 9 Jul 2019, In : Frontiers in Chemistry. 7, p. 1-66 66 p., 377.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  15. Published

    Deep Convolutional Reconstruction For Gradient-Domain Rendering

    Kettunen, M., Harkonen, E. & Lehtinen, J., Jul 2019, In : ACM Transactions on Graphics. 38, 4, 12 p., 126.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    The effect of fuel on high velocity evaporating fuel sprays: Large-Eddy simulation of Spray A with various fuels

    Kaario, O. T., Vuorinen, V., Kahila, H., Im, H. G. & Larmi, M., 19 Jun 2019, In : International Journal of Engine Research. 17 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  17. 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 6 p., 230602.

    Research output: Contribution to journalArticleScientificpeer-review

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. Published

    Deep Learning for Tube Amplifier Emulation

    Damskägg, E-P., Juvela, L., Thuillier, E. & Välimäki, V., 1 May 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 471-475 5 p. 8682805. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  26. 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

  27. 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

  28. Published

    Waveform generation for text-to-speech synthesis using pitch-synchronous multi-scale generative adversarial networks

    Juvela, L., Bollepalli, B., Yamagishi, J. & Alku, P., 1 May 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 6915 - 6919 5 p. 8683271. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

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

  29. Published

    Harmonizable mixture kernels with variational Fourier features

    Shen, Z., Heinonen, M. & Kaski, S., May 2019, The 22nd International Conference on Artificial Intelligence and Statistic. p. 1812-1821 (Proceedings of Machine Learning Research; vol. 89).

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

  30. 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

  31. 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

  32. Published

    A Simple and Effective Scheme for Data Pre-processing in Extreme Classification

    Khandagale, S. & Babbar, R., 26 Apr 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 67-72

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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. Published

    Deep learning with differential Gaussian process flows

    Hegde, P., Heinonen, M., Lähdesmäki, H. & Kaski, S., Apr 2019, The 22nd International Conference on Artificial Intelligence and Statistic. Vol. 89. p. 1-15 16 p. (Proceedings of Machine Learning Research; vol. 89).

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

  40. 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

  41. 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

  42. 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

  43. Published
  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

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