Research output per year
Research output per year
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Dive into the research topics where Mario Andre Boley is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An active machine learning approach for optimal design of magnesium alloys using Bayesian optimisation
Ghorbani, M., Boley, M., Nakashima, P. N. H. & Birbilis, N., 9 Apr 2024, In: Scientific Reports. 14, 1, 8299.Research output: Contribution to journal › Article › peer-review
Open Access -
Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation
See, T. J., Zhang, D., Boley, M. & Chalmers, D. K., 22 Oct 2024, In: Journal of Chemical Theory and Computation. 11 p.Research output: Contribution to journal › Article › peer-review
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Inference-based time-resolved chaos analysis of brain models: Application to focal epilepsy
Zhao, Y., Grayden, D. B., Boley, M., Liu, Y., Karoly, P. J., Cook, M. J. & Kuhlmann, L., 2024, FUSION 2024 - 27th International Conference on Information Fusion. Institute of Electrical and Electronics Engineers Inc., (FUSION 2024 - 27th International Conference on Information Fusion).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles
Yang, F., Le Bodic, P., Kamp, M. & Boley, M., 2024, In: Proceedings of Machine Learning Research. 238, p. 1117-1125 9 p.Research output: Contribution to journal › Conference article › peer-review
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Roadmap on data-centric materials science
Bauer, S., Benner, P., Bereau, T., Blum, V., Boley, M., Carbogno, C., Catlow, C. A. R., Dehm, G., Eibl, S., Ernstorfer, R., Fekete, Á., Foppa, L., Fratzl, P., Freysoldt, C., Gault, B., Ghiringhelli, L. M., Giri, S. K., Gladyshev, A., Goyal, P., Hattrick-Simpers, J., & 41 others, Sep 2024, In: Modelling and Simulation in Materials Science and Engineering. 32, 6, 063301.Research output: Contribution to journal › Review article › peer-review
Open Access