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Ryan Murdock
Ryan Murdock
Machine Learning Engineer
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Year
Machine learning for materials scientists: an introductory guide toward best practices
AYT Wang, RJ Murdock, SK Kauwe, AO Oliynyk, A Gurlo, J Brgoch, ...
Chemistry of Materials 32 (12), 4954-4965, 2020
1642020
Can machine learning find extraordinary materials?
SK Kauwe, J Graser, R Murdock, TD Sparks
Computational Materials Science 174, 109498, 2020
592020
Compositionally restricted attention-based network for materials property predictions
AYT Wang, SK Kauwe, RJ Murdock, TD Sparks
Npj Computational Materials 7 (1), 77, 2021
582021
Is domain knowledge necessary for machine learning materials properties?
RJ Murdock, SK Kauwe, AYT Wang, TD Sparks
Integrating Materials and Manufacturing Innovation 9, 221-227, 2020
282020
Big Sleep
R Murdock, P Wang
82021
Generative search engines: Initial experiments
S Colton, A Smith, S Berns, R Murdock, M Cook
Proceedings of the International Conference on Computational Creativity, 2021
72021
Aleph2Image
R Murdock
22021
The Big Sleep, 2021
R Murdock
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2
Unintended Consequences of Trying to Help: Augmented Target Recognition Cues Bias Perception
C Konold, M Geuss, J Butner, M Whitaker, R Murdock, J Stefanucci, ...
Journal of Vision 22 (14), 3362-3362, 2022
2022
Generative adversarial networks and diffusion models in material discovery
M Alverson, S Baird, R Murdock, T Sparks
2022
EFFECTS OF STATE WORRY AND WORKING MEMORY LOAD MANIPULATIONS ON PSYCHOPHYSIOLOGICAL INDICES OF ERROR-PROCESSING
S LoTemplio, J Silcox, R Murdock, D Strayer, B Payne
PSYCHOPHYSIOLOGY 59, S39-S40, 2022
2022
Increasing target template precision decreases distractor recognition in hybrid search
RJ Murdock, M Lavelle, R Luria, T Drew
Journal of Vision 21 (9), 2649-2649, 2021
2021
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Articles 1–12