Science-IT

Facility/equipment: Facility

  • Location

    Aalto University / School of Science / Otakaari 1B

    Espoo

    02150

    Finland

Research Output

2020

A Cocktail of Multiple Cations in Inorganic Halide Perovskite toward Efficient and Highly Stable Blue Light-Emitting Diodes

Yuan, F., Ran, C., Zhang, L., Dong, H., Jiao, B., Hou, X., Li, J. & Wu, Z., 10 Apr 2020, In : ACS Energy Letters. 5, 4, p. 1062-1069 8 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

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

Analyzing the effects of uncertainties on the modelling of low-carbon energy system pathways

Pilpola, S. & Lund, P., 2020, In : Energy, The International Journal. 201, 117652.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
52 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
39 Downloads (Pure)

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

Open Access
File
112 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
15 Downloads (Pure)

Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation

Järvenpää, M., Vehtari, A. & Marttinen, P., 2020, (Accepted/In press) Conference on Uncertainty in Artificial Intelligence (UAI 2020).

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

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

Upadhaya, B., Rasilo, P., Perkkiö, L., Handgruber, P., Belahcen, A. & Arkkio, A., 2020, In : IEEE Transactions on Magnetics. 56, 4, 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
24 Downloads (Pure)

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

Open Access
File
3 Citations (Scopus)
22 Downloads (Pure)

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

Open Access
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60 Downloads (Pure)

Cumulative effects of triadic closure and homophily in social networks

Asikainen, A., Iñiguez, G., Ureña-Carrión, J., Kaski, K. & Kivelä, M., May 2020, In : Science Advances. 6, 19, eaax7310.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Downloads (Pure)

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., Feb 2020, Proceedings of the International Conference on Computer Vision (ICCV2019). IEEE, p. 5694-5702 (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

Open Access
File
1 Citation (Scopus)
21 Downloads (Pure)

Efficient limited-time reachability estimation in temporal networks

Badie-Modiri, A., Karsai, M. & Kivela, M., 7 May 2020, In : Physical Review E. 101, 5, 11 p., 052303.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Downloads (Pure)

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

Open Access
File
55 Downloads (Pure)

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

Open Access
File
30 Downloads (Pure)

Geometry Tailoring of Emission from Semiconductor Nanowires and Nanocones

Anttu, N., Mäntynen, H., Sorokina, A., Kivisaari, P., Sadi, T. & Lipsanen, H., 2020, In : Photonics. 7, 2, 23.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
8 Downloads (Pure)

Human Strategic Steering Improves Performance of Interactive Optimization

Colella, F., Daee, P., Jokinen, J., Oulasvirta, A. & Kaski, S., 13 May 2020, (Accepted/In press) Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization: UMAP 2020. 5 p.

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

Open Access

Impact of the reaction pathway on the final product in on-surface synthesis

Kutz, A., Rahman, M. T., Haapasilta, V., Venturini, C., Bechstein, R., Gordon, A., Foster, A. S. & Kühnle, A., 3 Feb 2020, In : Physical Chemistry Chemical Physics. 22, 11, p. 6109-6114 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Interfacial N Vacancies in GaN/(Al,Ga)N/GaN Heterostructures

Prozheeva, V., Makkonen, I., Li, H., Keller, S., Mishra, U. K. & Tuomisto, F., Mar 2020, In : Physical Review Applied. 13, 4, p. 1-7 7 p., 044034.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Downloads (Pure)

Iterative path reconstruction for large-scale inertial navigation on smartphones

Cortes Reina, S., Hou, Y., Kannala, J. & Solin, A., Feb 2020, Proceedings of the International Conference on Information Fusion (FUSION). IEEE

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

Open Access

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

Open Access
File
29 Downloads (Pure)

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

Open Access
File
24 Downloads (Pure)

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

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

Multi-view stereo by temporal nonparametric fusion

Hou, Y., Kannala, J. & Solin, A., Feb 2020, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. IEEE, p. 2651–2660 9008539. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

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

Open Access

Nanometer-thick YIG-based magnonic crystals: Bandgap dependence on groove depth, lattice constant, and film thickness

Qin, H. & van Dijken, S., 18 May 2020, In : Applied Physics Letters. 116, 20, 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Near-IR plasmons in micro and nanoparticles with a semiconductor core

Seyedheydari, F., Conley, K. & Ala-Nissila, T., 1 Mar 2020, In : Photonics. 7, 1, 10.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
11 Downloads (Pure)

On-Surface Synthesis of a π-Extended Diaza[8]circulene

Nakamura, K., Li, Q. Q., Krejčí, O., Foster, A. S., Sun, K., Kawai, S. & Ito, S., 15 May 2020, In : Journal of the American Chemical Society. 142, 26, p. 11363–11369

Research output: Contribution to journalArticleScientificpeer-review

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

PicSOM experiments in TRECVID 2014 workshop notebook paper: Revision 1.16

Ishikawa, S., Koskela, M., Sjöberg, M., Anwer, R. M., Laaksonen, J. & Oja, E., 1 Jan 2020.

Research output: Contribution to conferencePaperScientificpeer-review

Pinna-related transfer functions and lossless wave equation using finite-difference methods: Validation with measurements

Prepelita, S., Gómez Bolaños, J., Geronazzo, M., Mehra, R. & Savioja, L., 1 May 2020, In : The Journal of the Acoustical Society of America. 147, 5, 1 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Plasmon excitations in chemically heterogeneous nanoarrays

Conley, K., Nayyar, N., Rossi, T., Kuisma, M., Turkowski, V., Puska, M. & Rahman, T., 11 Jun 2020, In : Physical Review B (Condensed Matter and Materials Physics). 101, 23, p. 1-12 12 p., 235132.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Downloads (Pure)

Real-time guitar amplifier emulation with deep learning

Wright, A., Damskägg, E. P., Juvela, L. & Välimäki, V., 1 Feb 2020, In : Applied Sciences (Switzerland). 10, 3, 766.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
13 Downloads (Pure)

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

Open Access
File
40 Downloads (Pure)

Representation of anisotropic magnetic characteristic observed in a non-oriented silicon steel sheet

Upadhaya, B., Perkkiö, L., Rasilo, P., Belahcen, A., Handgruber, P. & Arkkio, A., 15 Jun 2020, In : AIP ADVANCES. 10, 6, 10 p., 065222.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Simulating Raman spectra by combining first-principles and empirical potential approaches with application to defective MoS2

Kou, Z., Hashemi, A., Puska, M. J., Krasheninnikov, A. V. & Komsa, H. P., 1 Dec 2020, In : npj Computational Materials. 6, 1, p. 1-7 7 p., 59.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Submillimeter-wave imaging assisted alignment of millimeter-wave spectroscopic system for quantification of corneal water content

Baggio, M., Hu, Y., Tamminen, A., Nefedova, I., Ala-Laurinaho, J. & Taylor, Z., 1 Jan 2020, SPIE Conference Proceedings. Jarrahi, M., Preu, S. & Turchinovich, D. (eds.). 113480M. (Proceedings of SPIE : the International Society for Optical Engineering; vol. 11348).

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

Open Access
File
12 Downloads (Pure)

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

Open Access
1 Citation (Scopus)

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

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

Open Access
File
1 Citation (Scopus)
10 Downloads (Pure)

Towards photographic image manipulation with balanced growing of generative autoencoders

Heljakka, A., Solin, A. & Kannala, J., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. IEEE, p. 3109-3118 10 p. 9093375

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

2019

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

Open Access
File
101 Downloads (Pure)

A case study on the perceptual differences in finite-difference time-domain-simulated diffuser designs

Meyer, J., Savioja, L. & Lokki, T., Mar 2019. 11 p.

Research output: Contribution to conferencePaperScientificpeer-review

Access Control and Machine Learning: Evasion and Defenses

Juuti, M., 2019, Aalto University. 226 p.

Research output: ThesisDoctoral ThesisCollection of Articles

Active Learning for Decision-Making from Imbalanced Observational Data

Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2019, 36th International Conference on Machine Learning, ICML 2019. p. 10578-10587 10 p. (Proceedings of Machine Learning Research; vol. 97).

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

Open Access
File
14 Downloads (Pure)

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

Open Access
File
1 Citation (Scopus)
177 Downloads (Pure)

Aggregating domestic energy storage resources to participate in frequency containment reserves

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

Research output: ThesisDoctoral ThesisCollection of Articles

Algorithms for Finding Saddle Points and Minimum Energy Paths Using Gaussian Process Regression

Koistinen, O-P., 2019, Aalto University. 144 p.

Research output: ThesisDoctoral ThesisCollection of Articles

Alkali Postdeposition Treatment-Induced Changes of the Chemical and Electronic Structure of Cu(In,Ga)Se2 Thin-Film Solar Cell Absorbers: A First-Principle Perspective

Malitckaya, M., Kunze, T., Komsa, H. P., Havu, V., Handick, E., Wilks, R. G., Bär, M. & Puska, M. J., 23 Jan 2019, In : ACS Applied Materials and Interfaces. 11, 3, p. 3024-3033 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
5 Citations (Scopus)
108 Downloads (Pure)

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.). 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