Centres of Excellence

Organisational unit: Research area

Research outputs

  1. 2020
  2. Published

    High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study

    Pensar, J., Xu, Y., Puranen, S., Pesonen, M., Kabashima, Y. & Corander, J., 1 Jan 2020, In : Computational Statistics and Data Analysis. 141, p. 62-76 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2019
  4. Published

    Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

    Sahlsten, J., Jaskari, J., Kivinen, J., Turunen, L., Jaanio, E., Hietala, K. & Kaski, K., 1 Dec 2019, In : Scientific Reports. 9, 1, p. 1-11 10750.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Quantified forces between HepG2 hepatocarcinoma and WA07 pluripotent stem cells with natural biomaterials correlate with in vitro cell behavior

    Harjumäki, R., Nugroho, R. W. N., Zhang, X., Lou, Y. R., Yliperttula, M., Valle-Delgado, J. J. & Österberg, M., 1 Dec 2019, In : Scientific Reports. 9, 1, 7354.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Oil-in-water Pickering emulsions via microfluidization with cellulose nanocrystals: 1. Formation and stability

    Bai, L., Lv, S., Xiang, W., Huan, S., McClements, D. J. & Rojas, O. J., 1 Nov 2019, In : FOOD HYDROCOLLOIDS. 96, p. 699-708 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Oil-in-water Pickering emulsions via microfluidization with cellulose nanocrystals: 2. In vitro lipid digestion

    Bai, L., Lv, S., Xiang, W., Huan, S., McClements, D. J. & Rojas, O. J., 1 Nov 2019, In : FOOD HYDROCOLLOIDS. 96, p. 709-716 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Fuzzy least squares twin support vector machines

    Sartakhti, J. S., Afrabandpey, H. & Ghadiri, N., 1 Oct 2019, In : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 85, p. 402-409 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Tailored mesoporous biochar sorbents from pinecone biomass for the adsorption of natural organic matter from lake water

    Yazdani, M. R., Duimovich, N., Tiraferri, A., Laurell, P., Borghei, M., Zimmerman, J. B. & Vahala, R., 1 Oct 2019, In : Journal of Molecular Liquids. 291, 111248.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Modular protein architectures for pH-dependent interactions and switchable assembly of nanocellulose

    Voutilainen, S., Paananen, A., Lille, M. & Linder, M. B., 15 Sep 2019, In : International Journal of Biological Macromolecules. 137, p. 270-276 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Catalytic efficiency and stability of tertiary amines in oxidation of methyl 4-deoxy-β-L-threo-hex-4-enopyranosiduronic acid by hypochlorous acid

    Afsahi, G., Bertinetto, C., Hummel, M., Kesari, K. K. & Vuorinen, T., 1 Sep 2019, In : Molecular Catalysis. 474, 110413.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Probing the molecular interactions between pharmaceutical polymeric carriers and bile salts in simulated gastrointestinal fluids using NMR spectroscopy

    Pigliacelli, C., Belton, P., Wilde, P. & Qi, S., 1 Sep 2019, In : Journal of Colloid and Interface Science. 551, p. 147-154 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  13. 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

  14. Published

    Supremacy of incoherent sudden cycles

    Pekola, J. P., Karimi, B., Thomas, G. & Averin, D. V., 6 Aug 2019, In : Physical Review B. 100, 8, p. 1-5 085405.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Investigation of precise molecular mechanistic action of tobacco-associated carcinogen `NNK´ induced carcinogenesis: A system biology approach

    Anukriti, Dhasmana, A., Uniyal, S., Somvanshi, P., Bhardwaj, U., Gupta, M., Haque, S., Lohani, M., Kumar, D., Ruokolainen, J. & 1 othersKesari, K. K., 1 Aug 2019, In : Genes. 10, 8, p. 1-22 564.

    Research output: Contribution to journalArticleScientificpeer-review

  16. E-pub ahead of print

    Valorization of sugarcane straw to produce highly conductive bacterial cellulose / graphene nanocomposite films through in situ fermentation: Kinetic analysis and property evaluation

    Dhar, P., Pratto, B., Gonçalves Cruz, A. J. & Bankar, S., 1 Aug 2019, In : Journal of Cleaner Production. 238, 12 p., 117859.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Published

    Evidence for universality of tunable-barrier electron pumps

    Giblin, S. P., Fujiwara, A., Yamahata, G., Bae, M-H., Kim, N., Rossi, A., Mottonen, M. & Kataoka, M., Aug 2019, In : Metrologia. 56, 4, p. 1-17 17 p., 044004.

    Research output: Contribution to journalArticleScientificpeer-review

  18. E-pub ahead of print

    Highly Luminescent Gold Nanocluster Frameworks

    Chandra, S., Nonappa, N., Beaune, G., Som, A., Zhou, S., Lahtinen, J., Jiang, H., Timonen, J., Ikkala, O. & Ras, R., 30 Jul 2019, In : ADVANCED OPTICAL MATERIALS. 7, p. 1-10 10 p., 1900620.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Programmable responsive hydrogels inspired by classical conditioning algorithm

    Zhang, H., Zeng, H., Priimagi, A. & Ikkala, O., 22 Jul 2019, In : Nature Communications. 10, p. 1-8 8 p., 3267.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Understanding hemicellulose-cellulose interactions in cellulose nanofibril-based composites

    Lucenius, J., Valle-Delgado, J. J., Parikka, K. & Österberg, M., 20 Jul 2019, In : Journal of Colloid and Interface Science. 555, p. 104-114 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    Hydrothermally induced changes in the properties of MFC and characterization of the low molar mass degradation products

    Hiltunen, S., Koljonen, K., Niemelä, K., Heiskanen, I., Johansson, L. S. & Backfolk, K., 18 Jul 2019, In : Cellulose. 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    InAs-Nanowire-based Broadband Ultrafast Optical Switch

    Liu, J., Khayrudinov, V., Yang, H., Sun, Y., Matveev, B., Remennyi, M., Yang, K., Haggren, T., Lipsanen, H., Wang, F. & 2 othersZhang, B. & He, J., 18 Jul 2019, In : Journal of Physical Chemistry Letters. 10, 15, p. 4429-4436

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Quantum heat engine based on level degeneracy

    Thomas, G., Das, D. & Ghosh, S., 17 Jul 2019, In : Physical Review E. 100, 1, p. 1-7 012123.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Bayesian metabolic flux analysis reveals intracellular flux couplings

    Heinonen, M., Osmala, M., Mannerström, H., Wallenius, J., Kaski, S., Rousu, J. & Lähdesmäki, H., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i548-i557 btz315.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Block HSIC Lasso: Model-free biomarker detection for ultra-high dimensional data

    Climente-González, H., Azencott, C. A., Kaski, S. & Yamada, M., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i427-i435 btz333.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Representation transfer for differentially private drug sensitivity prediction

    Niinimäki, T., Heikkilä, M. A., Honkela, A. & Kaski, S., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i218-i224 btz373.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Detecting parity effect in a superconducting device in the presence of parity switches

    Mannila, E. T., Maisi, V. F., Nguyen, H. Q., Marcus, C. M. & Pekola, J. P., 8 Jul 2019, In : Physical Review B. 100, 2, p. 1-5 5 p., 020502.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    Speeding up a quantum refrigerator via counterdiabatic driving

    Funo, K., Lambert, N., Karimi, B., Pekola, J. P., Masuyama, Y. & Nori, F., 8 Jul 2019, In : Physical Review B. 100, 3, p. 1-8 8 p., 035407.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Utilization of the superconducting transition for characterizing low-quality-factor superconducting resonators

    Chang, Y. C., Karimi, B., Senior, J., Ronzani, A., Peltonen, J. T., Goan, H. S., Chen, C. D. & Pekola, J. P., 8 Jul 2019, In : Applied Physics Letters. 115, 2, 022601.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published
  31. Published

    Passively Mode-Locked Solid-State Laser with Absorption Tunable Graphene Saturable Absorber Mirror

    Wang, Y., Zhang, B., Yang, H., Hou, J., Su, X., Sun, Z. & He, J., 1 Jul 2019, In : Journal of Lightwave Technology . 37, 13, p. 2927-2931 5 p., 8674562.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Stabilization of cutinase by covalent attachment on magnetic nanoparticles and improvement of its catalytic activity by ultrasonication

    Muley, A. B., Chaudhari, S. A., Bankar, S. B. & Singhal, R. S., 1 Jul 2019, In : ULTRASONICS SONOCHEMISTRY. 55, p. 174-185 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Electrolyte membranes based on ultrafine fibers of acetylated cellulose for improved and long-lasting dye-sensitized solar cells

    Kaschuk, J. J., Miettunen, K., Borghei, M., Frollini, E. & Rojas, O. J., Jul 2019, In : Cellulose. 26, 10, p. 6151-6163 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Towards microwave optomechanics using a superconducting carbon nanotube weak link

    Will, M., Kaikkonen, J-P., Golubev, D., Liao, Y., Laiho, P., Thanniyil Sebastian, A. & Hakonen, P. J., Jul 2019.

    Research output: Contribution to conferencePosterScientific

  35. Published

    Antichiral and nematicity-wave superconductivity

    Barkman, M., Zyuzin, A. A. & Babaev, E., 27 Jun 2019, In : Physical Review B. 99, 22, p. 1-5 5 p., 220508.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Contributions to single-shot energy exchanges in open quantum systems

    Sampaio, R., Anders, J., Philbin, T. G. & Ala-Nissila, T., 25 Jun 2019, In : Physical Review E. 99, 6, p. 1-11 11 p., 062131.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Dry transfer method for suspended graphene on lift-off-resist: simple ballistic devices with Fabry-Pérot interference

    Liu, Y., Abhilash, T. S., Laitinen, A., Tan, Z., Liu, G. & Hakonen, P., 21 Jun 2019, In : Nanotechnology. 30, 25, 6 p., ARTN 25LT01.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Electron Tomography of Whole Mounts

    Nonappa, N. & Engelhardt, P., 21 Jun 2019, In : Imaging & Microscopy. 21, 2, p. 22-24 3 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Two-stroke optimization scheme for mesoscopic refrigerators

    Menczel, P., Pyhäranta, T., Flindt, C. & Brandner, K., 21 Jun 2019, In : Physical Review B. 99, 22, p. 1-16 16 p., 224306.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Dynamic Assembly of Class II Hydrophobins from T. reesei at the Air-Water Interface

    Hähl, H., Griffo, A., Safaridehkohneh, N., Heppe, J., Backes, S., Lienemann, M., Linder, M. B., Santen, L., Laaksonen, P. & Jacobs, K., 20 Jun 2019, In : Langmuir. 35, 28, p. 9202-9212 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Photon blockade and the quantum-to-classical transition in the driven-dissipative Josephson pendulum coupled to a resonator

    Pietikäinen, I., Tuorila, J., Golubev, D. S. & Paraoanu, G. S., 20 Jun 2019, In : Physical Review A. 99, 6, p. 1-17 17 p., 063828.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Organogel Formation Rationalized by Hansen Solubility Parameters: Shift of the Gelation Sphere with the Gelator Structure

    Rosa Nunes, D., Reche-Tamayo, M., Ressouche, E., Raynal, M., Isare, B., Foury-Leylekian, P., Albouy, P. A., Brocorens, P., Lazzaroni, R. & Bouteiller, L., 18 Jun 2019, In : Langmuir. 35, 24, p. 7970-7977 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Strain-Stiffening of Agarose Gels

    Bertula, K., Martikainen, L., Munne, P., Hietala, S., Klefström, J., Ikkala, O. & Nonappa, N., 18 Jun 2019, In : ACS Macro Letters. 8, 6, p. 670-675 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

    AstraZeneca-Sanger Drug Combination DREAM Consortium, Kaski, S. & Marttinen, P., 17 Jun 2019, In : Nature Communications. 10, 1, p. 1-17 17 p., 2674.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Nanocellulose and Nanochitin Cryogels Improve the Efficiency of Dye Solar Cells

    Poskela, A., Miettunen, K., Borghei, M., Vapaavuori, J., Greca, L. G., Lehtonen, J., Solin, K., Ago, M., Lund, P. D. & Rojas, O. J., 17 Jun 2019, In : ACS Sustainable Chemistry and Engineering. 7, 12, p. 10257-10265 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    Preparation and Characterization of Dentin Phosphophoryn-Derived Peptide-Functionalized Lignin Nanoparticles for Enhanced Cellular Uptake

    Figueiredo, P., Sipponen, M. H., Lintinen, K., Correia, A., Kiriazis, A., Yli-Kauhaluoma, J., Österberg, M., George, A., Hirvonen, J., Kostiainen, M. A. & 1 othersSantos, H. A., 14 Jun 2019, In : Small. 15, 24, 14 p., 1901427.

    Research output: Contribution to journalArticleScientificpeer-review

  47. 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

  48. Published

    Mode couplings of a semiconductor nanowire scanning across a photonic crystal nanocavity

    Yuan, Q., Fang, L., Zhao, Q., Wang, Y., Mao, B., Khayrudinov, V., Lipsanen, H., Sun, Z., Zhao, J. & Gan, X., 10 Jun 2019, In : CHINESE OPTICS LETTERS. 17, 6, p. 62301 6 p., 062301.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Surface Activity and Foaming Capacity of Aggregates Formed between an Anionic Surfactant and Non-Cellulosics Leached from Wood Fibers

    Xiang, W., Preisig, N., Laine, C., Hjelt, T., Tardy, B. L., Stubenrauch, C. & Rojas, O. J., 10 Jun 2019, In : Biomacromolecules. 20, 6, p. 2286-2294 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Transport and noise properties of YBCO nanowire based nanoSQUIDs

    Trabaldo, E., Arpaia, R., Arzeo, M., Andersson, E., Golubev, D., Lombardi, F. & Bauch, T., 7 Jun 2019, In : Superconductor Science and Technology. 32, 7, 073001.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  51. Published

    Experimental investigation and techno-economic analysis of tetramethylammonium hydroxide removal from wastewater in nano-electronics manufacturing via membrane distillation

    Noor, I. E., Coenen, J., Martin, A., Dahl, O. & Åslin, M., 1 Jun 2019, In : Journal of Membrane Science. 579, p. 283-293 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Lignin-based multiwall carbon nanotubes

    Gindl-Altmutter, W., Köhnke, J., Unterweger, C., Gierlinger, N., Keckes, J., Zalesak, J. & Rojas, O. J., 1 Jun 2019, In : Composites Part A: Applied Science and Manufacturing. 121, p. 175-179 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

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