Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2020
  2. Published

    Atomic structures and orbital energies of 61,489 crystal-forming organic molecules

    Stuke, A., Kunkel, C., Golze, D., Todorović, M., Margraf, J. T., Reuter, K., Rinke, P. & Oberhofer, H., 1 Dec 2020, In : Scientific Data. 7, 1, 11 p., 58.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Large-eddy simulation of dual-fuel spray ignition at different ambient temperatures

    Tekgül, B., Kahila, H., Kaario, O. & Vuorinen, V., 1 May 2020, In : Combustion and Flame. 215, p. 51-65 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Thermal conductivity reduction in carbon nanotube by fullerene encapsulation: A molecular dynamics study

    Dong, H., Fan, Z., Qian, P., Ala-Nissila, T. & Su, Y., 1 May 2020, In : Carbon. 161, p. 800-808 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    A numerical study on combustion mode characterization for locally stratified dual-fuel mixtures

    Karimkashi Arani, S., Kahila, H., Kaario, O., Larmi, M. & Vuorinen, V., 1 Apr 2020, In : Combustion and Flame. 214, p. 121-135 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Three-dimensional graphene nanoribbons as a framework for molecular assembly and local probe chemistry

    Kawai, S., Krejci, O., Nishiuchi, T., Sahara, K., Kodama, T., Pawlak, R., Meyer, E., Kubo, T. & Foster, A., 28 Feb 2020, In : Science Advances. 6, 9, 7 p., eaay8913.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Automated structure discovery in atomic force microscopy

    Alldritt, B., Hapala, H., Oinonen, N., Urtev, F., Krejci, O., Federici Canova, F., Kannala, J., Schulz, F., Liljeroth, P. & Foster, A., 26 Feb 2020, In : Science Advances. 6, 9, 10 p., eaay6913.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Relationship between maternal pregnancy-related anxiety and infant brain responses to emotional speech – a pilot study

    Maria, A., Nissilä, I., Shekhar, S., Kotilahti, K., Tuulari, J. J., Hirvi, P., Huotilainen, M., Heiskala, J., Karlsson, L. & Karlsson, H., 1 Feb 2020, In : Journal of Affective Disorders. 262, p. 62-70 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Computationally efficient joint species distribution modeling of big spatial data

    Tikhonov, G., Duan, L., Abrego, N., Newell, G., White, M., Dunson, D. & Ovaskainen, O., Feb 2020, In : ECOLOGY. 101, 2, e02929.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Accepted/In press

    Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations

    Järvenpää, M., Gutmann, M., Vehtari, A. & Marttinen, P., Feb 2020, (Accepted/In press) In : Bayesian Analysis.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    The effect of pressure pulsing on the mechanical dewatering of nanofiber suspensions

    Korhonen, M., Puisto, A., Alava, M. & Maloney, T., Feb 2020, In : Chemical Engineering Science. 212, 115267.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Minimum mode saddle point searches using Gaussian process regression with inverse-distance covariance function

    Koistinen, O-P., Ásgeirsson, V., Vehtari, A. & Jonsson, H., 14 Jan 2020, In : Journal of Chemical Theory and Computation. 16, 1, p. 499-509

    Research output: Contribution to journalArticleScientificpeer-review

  13. E-pub ahead of print

    Comparison of Anisotropic Energy-Based and Jiles–Atherton Models of Ferromagnetic Hysteresis

    Upadhaya, B., Rasilo, P., Perkkiö, L., Handgruber, P., Belahcen, A. & Arkkio, A., 10 Jan 2020, In : IEEE Transactions on Magnetics. p. 1-7 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    A minimal Tersoff potential for diamond silicon with improved descriptions of elastic and phonon transport properties

    Fan, Z., Wang, Y., Gu, X., Qian, P., Su, Y. & Ala-Nissila, T., 1 Jan 2020, In : Journal of Physics Condensed Matter. 32, 13, 9 p., 135901.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Contamination detection by optical measurements in a real-life environment: A hospital case study

    Inkinen, J., Ahonen, M., Iakovleva, E., Karppinen, P., Mielonen, E., Mäkinen, R., Mannonen, K. & Koivisto, J., 1 Jan 2020, In : JOURNAL OF BIOPHOTONICS. 13, 1, e201960069.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Link-centric analysis of variation by demographics in mobile phone communication patterns

    Fudolig, M. I. D., Bhattacharya, K., Monsivais, D., Jo, H. H. & Kaski, K., 1 Jan 2020, In : PloS one. 15, 1, 19 p., e0227037.

    Research output: Contribution to journalArticleScientificpeer-review

  17. E-pub ahead of print

    Modelling monotonic effects of ordinal predictors in Bayesian regression models

    Bürkner, P. C. & Charpentier, E., 1 Jan 2020, In : BRITISH JOURNAL OF MATHEMATICAL AND STATISTICAL PSYCHOLOGY.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data

    Vehtari, A., Gelman, A., Sivula, T., Jylanki, P., Tran, D., Sahai, S., Blomstedt, P., Cunningham, J. P., Schiminovich, D. & Robert, C. P., 2020, In : Journal of Machine Learning Research. 21, p. 1-53 53 p.

    Research output: Contribution to journalArticleScientificpeer-review

  19. E-pub ahead of print

    Fast tensorial JADE

    Virta, J., Lietzén, N., Ilmonen, P. & Nordhausen, K., 2020, In : Scandinavian Journal of Statistics. p. 1-24 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. 2019
  21. E-pub ahead of print

    Joint species distribution modelling with the R-package Hmsc

    Tikhonov, G., Opedal, Ø. H., Abrego, N., Lehikoinen, A., de Jonge, M. M. J., Oksanen, J. & Ovaskainen, O., 25 Dec 2019, In : Methods in Ecology and Evolution.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Influence of thermostatting on nonequilibrium molecular dynamics simulations of heat conduction in solids

    Li, Z., Xiong, S., Sievers, C., Hu, Y., Fan, Z., Wei, N., Bao, H., Chen, S., Donadio, D. & Ala-Nissila, T., 21 Dec 2019, In : Journal of Chemical Physics. 151, 23, 234105.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Nudged elastic band calculations accelerated with Gaussian process regression based on inverse interatomic distances

    Koistinen, O-P., Ásgeirsson, V., Vehtari, A. & Jonsson, H., 10 Dec 2019, In : Journal of Chemical Theory and Computation. 15, 12, p. 6738-6751

    Research output: Contribution to journalArticleScientificpeer-review

  24. 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

  25. Published

    Hemodynamic responses to emotional speech in two-month-old infants imaged using diffuse optical tomography

    Shekhar, S., Maria, A., Kotilahti, K., Huotilainen, M., Heiskala, J., Tuulari, J. J., Hirvi, P., Karlsson, L., Karlsson, H. & Nissilä, I., 1 Dec 2019, In : Scientific Reports. 9, 1, p. 1-15 4745.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published
  27. Accepted/In press

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 28 Nov 2019, (Accepted/In press) 33rd Conference on Neural Information Processing Systems (NeurIPS 2019). p. 11202-11213 12 p.

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

  28. Published

    Stellar Dynamos in the Transition Regime: Multiple Dynamo Modes and Antisolar Differential Rotation

    Viviani, M., Kapyla, M. J., Warnecke, J., Kapyla, P. J. & Rheinhardt, M., 20 Nov 2019, In : Astrophysical Journal. 886, 1, 10 p., 21.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Hydration layers at the graphite-water interface: Attraction or confinement

    Soengen, H., Jaques, Y. M., Zivanovic, L., Seibert, S., Bechstein, R., Spijker, P., Onishi, H., Foster, A. S. & Kuehnle, A., 8 Nov 2019, In : Physical Review B. 100, 20, 8 p., 205410.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    Data-Driven Materials Science: Status, Challenges, and Perspectives

    Himanen, L., Geurts, A., Foster, A. S. & Rinke, P., 6 Nov 2019, In : Advanced Science. 6, 21, 23 p., 1900808.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  31. Published

    Paradoxical Rules of Spike Train Decoding Revealed at the Sensitivity Limit of Vision

    Smeds, L., Takeshita, D., Turunen, T., Tiihonen, J., Westö, J., Martyniuk, N., Seppänen, A. & Ala-Laurila, P., 6 Nov 2019, In : Neuron. 104, 3, p. 576-587.e11

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Emotions amplify speaker–listener neural alignment

    Smirnov, D., Saarimäki, H., Glerean, E., Hari, R., Sams, M. & Nummenmaa, L., 1 Nov 2019, In : Human Brain Mapping. 40, 16, p. 4777–4788 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Pinna-related transfer functions and lossless wave equation using finite-difference methods: Verification and asymptotic solution

    Prepelita, S., Gomez Bolanos, J., Geronazzo, M., Mehra, R. & Savioja, L., 1 Nov 2019, In : Journal of the Acoustical Society of America. 146, 5, p. 3629-3645 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Generating Modular Lattices of up to 30 Elements

    Kohonen, J., Nov 2019, In : Order. 36, 3, p. 423–435

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    PicSOM and EURECOM Experiments in TRECVID 2019

    Laria Mantecon, H., Laaksonen, J., Francis, D. & Huet, B., Nov 2019, Proceedings of TRECVID 2019. NIST, 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  36. Published

    Decay of a Quantum Knot

    Ollikainen, T., Blinova, A., Möttönen, M. & Hall, D. S., 16 Oct 2019, In : Physical Review Letters. 123, 16, p. 1-6 163003.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Phase-field crystal model for heterostructures

    Hirvonen, P., Heinonen, V., Dong, H., Fan, Z., Elder, K. R. & Ala-Nissila, T., 16 Oct 2019, In : Physical Review B. 100, 16, p. 1-15 15 p., 165412.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Geometry-aware relational exemplar attention for dense captioning

    Wang, T. J. J., Tavakoli, H. R., Sjöberg, M. & Laaksonen, J., 15 Oct 2019, MULEA 2019 - 1st International Workshop on Multimodal Understanding and Learning for Embodied Applications, co-located with MM 2019. ACM, p. 3-11 9 p.

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

  39. Published

    Isovalent substitution effects on thermoelectric transport properties of CoSbX (X = S, Se, Te) system

    Kousar, H. S., Srivastava, D., Karppinen, M. & Tewari, G. C., 9 Oct 2019, In : Journal of physics: Condensed matter. 31, 40, 9 p., 405704.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Semilocal kinetic energy functionals with parameters from neutral atoms

    Lehtomaki, J. & Lopez-Acevedo, O., 7 Oct 2019, In : Physical Review B. 100, 16, p. 1-9 9 p., 165111.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Bursty magnetic friction between polycrystalline thin films with domain walls

    Rissanen, I. & Laurson, L., 4 Oct 2019, In : Physical Review B. 100, 14, p. 1-9 144408.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Local dimension reduction of summary statistics for likelihood-free inference

    Siren, J. & Kaski, S., 4 Oct 2019, In : STATISTICS AND COMPUTING. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Early detection of peripheral blood cell signature in children developing β-cell autoimmunity at a young age

    Kallionpää, H., Somani, J., Tuomela, S., Ullah, U., De Albuquerque, R., Lönnberg, T., Komsi, E., Siljander, H., Honkanen, J., Härkönen, T., Peet, A., Tillmann, V., Chandra, V., Anagandula, M. K., Frisk, G., Otonkoski, T., Rasool, O., Lund, R., Lähdesmäki, H., Knip, M. & 1 others, Lahesmaa, R., 1 Oct 2019, In : DIABETES. 68, 10, p. 2024-2034 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Iterated Extended Kalman Smoother-Based Variable Splitting for L-1-Regularized State Estimation

    Gao, R., Tronarp, F. & Särkkä, S., 1 Oct 2019, In : IEEE Transactions on Signal Processing. 67, 19, p. 5078-5092 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Accepted/In press

    Deep Contextual Attention for Human-Object Interaction Detection

    Wang, T., Anwer, R. M., Khan, M. H., Khan, F. S., Pang, Y., Shao, L. & Laaksonen, J., Oct 2019, (Accepted/In press) Proceedings of the International Conference on Computer Vision (ICCV2019). IEEE, p. 5694-5702

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

  46. Published

    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., Oct 2019, In : Astronomy & Astrophysics. 630, 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Data scarcity, robustness and extreme multi-label classification

    Babbar, R. & Schölkopf, B., 15 Sep 2019, In : Machine Learning. 108, 8-9, p. 1329-1351 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Machine-learning-based estimation of reverberation time using room geometry for room effect rendering

    Falcon Perez, R., Götz, G. & Pulkki, V., 13 Sep 2019, Proceedings of the 23rd International Congress on Acoustics : integrating 4th EAA Euroregio 2019 : 9-13 September 2019 in Aachen, Germany. Deutsche Gesellschaft für Akustik

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

  49. Published

    Real-time computation of the TMS-induced electric field in a realistic head model

    Stenroos, M. & Koponen, L. M., 9 Sep 2019, In : NeuroImage. 116159.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Determination of universal critical exponents using Lee-Yang theory

    Deger, A. & Flindt, C., 4 Sep 2019, In : PHYSICAL REVIEW RESEARCH. 1, 2, p. 1-7 023004.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Sensitivity of fast ion losses to magnetic perturbations in the European DEMO

    Varje, J., Kurki-Suonio, T., Snicker, A., Särkimäki, K., Vincenzi, P., Agostinetti, P., Fable, E., Sonato, P. & Villone, F., Sep 2019, In : Fusion Engineering and Design. 146, Part B, p. 1615-1619 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. 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

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