Boley M - Search Results

1

Machine learning outperforms humans in microplastic characterization and reveals human labelling errors in FTIR data.

Herb F, Boley M, Fong WK. Herb F, et al. Among authors: boley m. J Hazard Mater. 2024 Dec 31;487:136989. doi: 10.1016/j.jhazmat.2024.136989. Online ahead of print. J Hazard Mater. 2024. PMID: 39818049

2

Graph Neural Network-Based Molecular Property Prediction with Patch Aggregation.

See TJ, Zhang D, Boley M, Chalmers DK. See TJ, et al. Among authors: boley m. J Chem Theory Comput. 2024 Oct 22;20(20):8886-8896. doi: 10.1021/acs.jctc.4c00798. Epub 2024 Oct 2. J Chem Theory Comput. 2024. PMID: 39356714

3

An active machine learning approach for optimal design of magnesium alloys using Bayesian optimisation.

Ghorbani M, Boley M, Nakashima PNH, Birbilis N. Ghorbani M, et al. Among authors: boley m. Sci Rep. 2024 Apr 9;14(1):8299. doi: 10.1038/s41598-024-59100-9. Sci Rep. 2024. PMID: 38594488 Free PMC article.

4

Inference-based time-resolved stability analysis of nonlinear whole-cortex modeling: application to Xenon anaesthesia.

Zhao Y, Boley M, Pelentritou A, Woods W, Liley D, Kuhlmann L. Zhao Y, et al. Among authors: boley m. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340417. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38082665

5

Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly.

Lu Y, Yalcin D, Pigram PJ, Blackman LD, Boley M. Lu Y, et al. Among authors: boley m. J Chem Inf Model. 2023 Jun 12;63(11):3288-3306. doi: 10.1021/acs.jcim.3c00460. Epub 2023 May 19. J Chem Inf Model. 2023. PMID: 37208794 Free PMC article.

6

Improved Neurophysiological Process Imaging Through Optimization of Kalman Filter Initial Conditions.

Zhao Y, Luong F, Teshuva S, Pelentritou A, Woods W, Liley D, Schmidt DF, Boley M, Kuhlmann L. Zhao Y, et al. Among authors: boley m. Int J Neural Syst. 2023 May;33(5):2350024. doi: 10.1142/S0129065723500247. Epub 2023 Apr 28. Int J Neural Syst. 2023. PMID: 37103982

7

Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm.

Zhao Y, Boley M, Pelentritou A, Karoly PJ, Freestone DR, Liu Y, Muthukumaraswamy S, Woods W, Liley D, Kuhlmann L. Zhao Y, et al. Among authors: boley m. Neuroimage. 2022 Nov;263:119592. doi: 10.1016/j.neuroimage.2022.119592. Epub 2022 Aug 27. Neuroimage. 2022. PMID: 36031185 Free article.

8

Identifying domains of applicability of machine learning models for materials science.

Sutton C, Boley M, Ghiringhelli LM, Rupp M, Vreeken J, Scheffler M. Sutton C, et al. Among authors: boley m. Nat Commun. 2020 Sep 4;11(1):4428. doi: 10.1038/s41467-020-17112-9. Nat Commun. 2020. PMID: 32887879 Free PMC article.

9

Osseous Frame Index calculations of the early medieval South-West Germany.

Jasch I, Langer A, Boley M, Mumm R, Riesenberg M, Mann R, Wahl J. Jasch I, et al. Among authors: boley m. Anthropol Anz. 2018 Jun 11;74(5):431-443. doi: 10.1127/anthranz/2018/0822. Epub 2018 May 15. Anthropol Anz. 2018. PMID: 29762629 Free article.

10

Adhesion and friction of the smooth attachment system of the cockroach Gromphadorhina portentosa and the influence of the application of fluid adhesives.

Betz O, Frenzel M, Steiner M, Vogt M, Kleemeier M, Hartwig A, Sampalla B, Rupp F, Boley M, Schmitt C. Betz O, et al. Among authors: boley m. Biol Open. 2017 May 15;6(5):589-601. doi: 10.1242/bio.024620. Biol Open. 2017. PMID: 28507055 Free PMC article.

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