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• 2021

  A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction

  Yuan, Y., Wang, W. & Pang, W., 26 Jun 2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 386–394 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

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  2 Downloads (Pure)

• A Systematic Investigation Into the Control of Roughness on the Flow Properties of 3D-Printed Fractures

  Phillips, T., Bultreys, T., Bisdom, K., Kampman, N., Van Offenwert, S., Mascini, A., Cnudde, V. & Busch, A., Apr 2021, In: Water Resources Research. 57, 4, ewrcr.25233.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

  6 Downloads (Pure)

• A systematic review of reproducibility research in natural language processing

  Belz, A., Agarwal, S., Shimorina, A. & Reiter, E., Apr 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, p. 381-393 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• A systematic review of the impacts of intergenerational engagement on older adults’ cognitive, social, and health outcomes

  Krzeczkowska, A., Spalding, D. M., McGeown, W. J., Gow, A. J., Carlson, M. C. & Brown Nicholls, L. A., Nov 2021, In: Ageing Research Reviews. 71, 101400.

  Research output: Contribution to journal › Article › peer-review

  Open Access

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  1 Downloads (Pure)

• A systematic review of the impacts of intergenerational engagement on older adults’ cognitive, social, and health outcomes

  Krzeczkowska, A., Spalding, D. M., McGeown, W. J., Gow, A. J., Carlson, M. C. & Brown Nicholls, L. A., 8 Mar 2021, PsyArXiv.

  Research output: Working paper

• A Theory-based Lasso for Time-Series Data

  Ahrens, A., Aitken, C., Ditzen, J., Ersoy, E., Kohns, D. & Schaffer, M. E., 2021, Data Science for Financial Econometrics. Ngoc Thach, N., Kreinovich, V. & Trung, N. D. (eds.). Springer, p. 3-36 34 p. (Studies in Computational Intelligence; vol. 898).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

  Open Access

  File
  6 Downloads (Pure)

• A three-step model for the gamification of training and automaticity acquisition

  Jamshidifarsani, H., Tamayo-Serrano, P., Garbaya, S. & Lim, T., Aug 2021, In: Journal of Computer Assisted Learning. 37, 4, p. 994-1014 21 p.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Atom Probe Tomography of a Cu-Doped TiNiSn Thermoelectric Material: Nanoscale Structure and Optimization of Analysis Conditions

  He, H., Halpin, J. E., Popuri, S. R., Daly, L., Bos, J-W. G., Moody, M. P., MacLaren, D. A. & Bagot, P. A. J., 28 Jul 2021, (E-pub ahead of print) In: Microscopy and Microanalysis. p. 1-8 8 p.

  Research output: Contribution to journal › Article › peer-review

• A two-sided SPRT control chart for process dispersion

  Mahadik, S. B., Godase, D. G. & Teoh, W. L., 2021, In: Journal of Statistical Computation and Simulation. 91, 17, p. 3603-3614 12 p.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• A type- And scope-safe universe of syntaxes with binding: Their semantics and proofs

  Allais, G., Atkey, R., Chapman, J., McBride, C. & McKinna, J., 19 Oct 2021, In: Journal of Functional Programming. 31, e22.

  Research output: Contribution to journal › Article › peer-review
  1 Citation (Scopus)

• AURORA: an autonomous agent-oriented hybrid trading service

  Nobre, R. A., Nascimento, K. C. D., Vargas, P. A., Valejo, A. D. B., Pessin, G., Villas, L. A. & Filho, G. P. R., 25 Sep 2021, (E-pub ahead of print) In: Neural Computing and Applications.

  Research output: Contribution to journal › Article › peer-review

• Automated Masonry crack detection with Faster R-CNN

  Marin, B., Brown, K. E. & Erden, M. S., 5 Oct 2021, 17th IEEE International Conference on Automation Science and Engineering 2021. IEEE, p. 333-340 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  8 Downloads (Pure)

• Automated narrative planning model extension

  Porteous, J., Ferreira, J. F., Lindsay, A. & Cavazza, M., Oct 2021, In: Autonomous Agents and Multi-Agent Systems. 35, 2, 19.

  Research output: Contribution to journal › Article › peer-review

• Automated Particle and Cell Phenotyping Using Object Recognition and Tracking Based on Machine Learning Algorithms

  Hantos, G., Simon, G., Hejda, M., Bernassau, A. & Desmulliez, M. P. Y., 13 Nov 2021, 2021 IEEE International Ultrasonics Symposium (IUS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
  2 Downloads (Pure)

• Automated targeting for green supply chain planning considering inventory storage losses, production and set-up time

  Andiappan, V., Foo, D. C. Y. & Tan, R. R., 23 Oct 2021, (E-pub ahead of print) In: Journal of Industrial and Production Engineering.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Automatic speaker recognition using deep neural network classifiers

  Moumin, A. A. & Kumar, S. S., 25 Feb 2021, 2021 2nd International Conference on Computation, Automation and Knowledge Management (ICCAKM). IEEE, p. 282-286 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Automation Experience at the Workplace

  Baldauf, M., Fröhlich, P., Sadeghian, S., Palanque, P., Roto, V., Ju, W., Baillie, L. & Tscheligi, M., 8 May 2021, CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 89

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access
  1 Citation (Scopus)

• AUV localisation: a review of passive and active techniques

  Maurelli, F., Krupiński, S., Xiang, X. & Petillot, Y., 24 Nov 2021, (E-pub ahead of print) In: International Journal of Intelligent Robotics and Applications.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Average number is an insufficient metric for interferometry

  Branford, D. & Rubio, J., 22 Dec 2021, In: New Journal of Physics. 23, 123041.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• A Versatile Bi₂S₃/MnO₂ Based Nano-theranostic Agent for Triple-modal Imaging Guided Photothermal/Photodynamic Synergistic Therapy

  Li, T., Shi, S., Lu, X., Shi, L., Wei, S., Guo, H., Zhang, X., Zhang, H. & Sun, G., Nov 2021, In: Chinese Journal of Analytical Chemistry. 49, 11, p. 19-27 9 p.

  Research output: Contribution to journal › Article › peer-review

• Avoiding gauge ambiguities in cavity quantum electrodynamics

  Rouse, D. M., Lovett, B. W., Gauger, E. M. & Westerberg, N., 19 Feb 2021, In: Scientific Reports. 11, 4281.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  57 Downloads (Pure)

• Axisymmetry of critical points for the Onsager functional

  Ball, J. M., 12 Jul 2021, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 379, 2201, 20200110.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

  5 Downloads (Pure)

• Azo (Hydrazone) pigments: General principles

  Christie, R., 22 Apr 2021, (E-pub ahead of print) In: Physical Sciences Reviews.

  Research output: Contribution to journal › Article › peer-review

• A “CACE” in point: Estimating causal effects via a latent class approach in RCTs with noncompliance using Stata

  Troncoso, P., 5 Aug 2021, 2021 Stata Conference. StataCorp

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Ba_2-xBi_xCoRuO₆ (0.0 ≤ x ≤ 0.6) Hexagonal Double-Perovskite-Type Oxides as Promising p-Type Thermoelectric Materials

  Hira, U., Bos, J-W. G., Missyul, A., Fauth, F., Pryds, N. & Sher, F., 6 Dec 2021, In: Inorganic Chemistry. 60, 23, p. 17824-17836 13 p.

  Research output: Contribution to journal › Article › peer-review

• Backscatter Communications

  Torres, R., Caldeira, R., Borges Carvalho, N., Daskalakis, S-N., Goussetis, G., Ding, Y., Georgiadis, A., Eid, A., Hester, J. & Tentzeris, M. M., 29 Sep 2021, (E-pub ahead of print) In: IEEE Journal of Microwaves. p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  12 Downloads (Pure)

• Backscattering in nonlinear microring resonators via a Gaussian treatment of coupled cavity modes

  McCutcheon, W., Jun 2021, In: APL Photonics. 6, 6, 066103.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

  5 Downloads (Pure)

• Bandpass sorting of heterogeneous cells using a single surface acoustic wave transducer pair

  Simon, G., Busch, C., Andrade, M. A. B., Reboud, J., Cooper, J. M., Desmulliez, M. P. Y., Riehle, M. O. & Bernassau, A. L., Jan 2021, In: Biomicrofluidics. 15, 1, 014105.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  28 Downloads (Pure)

• Batalin–Vilkovisky quantization of fuzzy field theories

  Nguyen, H., Schenkel, A. & Szabo, R. J., Dec 2021, In: Letters in Mathematical Physics. 111, 6, 149.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Battery Stress Factor Ranking for Accelerated Degradation Test Planning Using Machine Learning

  Saxena, S., Roman, D., Robu, V., Flynn, D. & Pecht, M., 1 Feb 2021, In: Energies. 14, 3, 723.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  3 Citations (Scopus)

  65 Downloads (Pure)

• Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography

  Karam-Eldaly, A., Fang, M., Di Fulvio, A., McLaughlin, S., Davies, M. E., Altmann, Y. & Wiaux, Y., 14 Oct 2021, In: Journal of Imaging. 7, 10, 212.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  8 Downloads (Pure)

• Bayesian brain in tinnitus: Computational modeling of three perceptual phenomena using a modified Hierarchical Gaussian Filter

  Hu, S., Hall, D. A., Zubler, F., Sznitman, R., Anschuetz, L., Caversaccio, M. & Wimmer, W., Oct 2021, In: Hearing Research. 410, 108338.

  Research output: Contribution to journal › Article › peer-review

  Open Access

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  1 Downloads (Pure)

• Bayesian Model Selection for Unsupervised Image Deconvolution with Structured Gaussian Priors

  Harroue, B., Giovannelli, J-F. & Pereyra, M., 19 Aug 2021, 2021 IEEE Statistical Signal Processing Workshop (SSP). IEEE, p. 241-245 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations

  Zhao, X., Huang, W., Huang, X., Robu, V. & Flynn, D., 12 May 2021, (Accepted/In press) 37th Conference on Uncertainty in Artificial Intelligence (UAI): Proceedings of Machine Learning Research (PMLR).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Beam pattern reconfiguration of a planar Yagi-Uda antenna using PIN diodes

  Gourley, G. J., Kuznetcov, M. V. & Anagnostou, D. E., 27 Aug 2021, 2021 IEEE Research and Applications of Photonics in Defense Conference (RAPID). IEEE, 9521416

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Becchi-Rouet-Stora-Tyutin-Lagrangian Double Copy of Yang-Mills Theory

  Borsten, L., Jurco, B., Kim, H., Macrelli, T., Saemann, C. & Wolf, M., 14 May 2021, In: Physical Review Letters. 126, 19, 191601.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  12 Citations (Scopus)

  7 Downloads (Pure)

• Bed-scale vertical and lateral distribution of massive sandstone in a topographically confined basin (Peïra Cava, SE France): Implications for flow processes

  Patel, U. S., Gardiner, A. & Stow, D. A. V., Oct 2021, In: Sedimentary Geology. 424, 106001.

  Research output: Contribution to journal › Article › peer-review

• Behind the beer: An examination of ‘entrepreneurial’ motives for starting a craft brewery

  Ellis, V. & Richards, J., 13 Dec 2021, Researching Craft Beer: Understanding Production, Community and Culture in an Evolving Sector. Clarke, D., Ellis, V., Patrick, H. & Weir, D. (eds.). Bingley: Emerald Publishing Limited

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Benchmarking Natural Language Understanding Services for Building Conversational Agents

  Liu, X., Eshghi, A., Swietojanski, P. & Rieser, V., 2021, Increasing Naturalness and Flexibility in Spoken Dialogue Interaction: 10th International Workshop on Spoken Dialogue Systems. 1 ed. Springer, p. 165-183 19 p. (Lecture Notes in Electrical Engineering; vol. 714).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Benchmarking the Viability of 3D Printed Micromodels for Single Phase Flow Using Particle Image Velocimetry and Direct Numerical Simulations

  Patsoukis Dimou, A., Menke, H. P. & Maes, J., 3 Dec 2021, (E-pub ahead of print) In: Transport in Porous Media.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Benthic foraminiferal carbon cycling in coastal zone sediments: The influence of the assemblage structure and jellyfish detritus

  Klootwijk, A. T., Sweetman, A. K., Hess, S., Alve, E., Dunlop, K. M. & Renaud, P. E., 31 Oct 2021, In: Estuarine, Coastal and Shelf Science. 261, 107535.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Beyond periodic revivals for linear dispersive PDEs

  Boulton, L., Farmakis, G. & Pelloni, B., 28 Jul 2021, In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 477, 2251, 20210241.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  11 Downloads (Pure)

• Beyond simple narratives: Northern Ireland needs intercultural dialogue post-Brexit

  Philip, M., Nic Craith, M. & Strani, K., 14 Jul 2021

  Research output: Other contribution

• Beyond social learning

  Singh, M., Acerbi, A., Caldwell, C. A., Danchin, E., Isabel, G., Molleman, L., Scott-Phillips, T., Tamariz, M., van den Berg, P., van Leeuwen, E. J. C. & Derex, M., 5 Jul 2021, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 376, 1828, 20200050.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  2 Citations (Scopus)

  29 Downloads (Pure)

• Binder free novel synthesis of structured hybrid mixed metal oxides (MMOs) for high temperature CO₂ capture

  Manohara, G. V., Mercedes Maroto-Valer, M. & Garcia, S., 1 Jul 2021, In: Chemical Engineering Journal. 415, 128881.

  Research output: Contribution to journal › Article › peer-review

• Biodiversity, community structure and ecosystem function on kelp and wood falls in the norwegian deep sea

  Harbour, R. P., Smith, C. R., Simon-Nutbrown, C., Cecchetto, M., Young, E., Coral, C. & Sweetman, A. K., 7 Jan 2021, In: Marine Ecology Progress Series. 657, p. 73-91 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

  1 Downloads (Pure)

• Biofabrication of artificial stem cell niches in the anterior ocular segment

  Hidalgo-Alvarez, V., Dhowre, H. S., Kingston, O. A., Sheridan, C. M. & Levis, H. J., Oct 2021, In: Bioengineering. 8, 10, 135.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Bio-inspired natural sunlight-pumped lasers

  Mattiotti, F., Brown, W. M., Piovella, N., Olivares, S., Gauger, E. M. & Celardo, G. L., 12 Oct 2021, In: New Journal of Physics. 23, 10, 103015.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Biologically plant-based pigments in sustainable innovations for functional textiles – The role of bioactive plant phytochemicals

  Thakker, A. & Sun, D., 1 Jun 2021, In: Journal of Textile Science and Fashion Technology . 8, 3, p. 1-25 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  94 Downloads (Pure)

• Biologically plant-based pigments in sustainable innovations for functional textiles –The role of green chemistry

  Thakker, A. & Sun, D., 24 Jun 2021.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  18 Downloads (Pure)