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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
2742020
Compositionally restricted attention-based network for materials property predictions
AYT Wang, SK Kauwe, RJ Murdock, TD Sparks
Npj Computational Materials 7 (1), 77, 2021
1192021
Can machine learning find extraordinary materials?
SK Kauwe, J Graser, R Murdock, TD Sparks
Computational Materials Science 174, 109498, 2020
692020
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
492020
Generative search engines: Initial experiments
S Colton, A Smith, S Berns, R Murdock, M Cook
Proceedings of the International Conference on Computational Creativity, 2021
152021
The big sleep
R Murdock, P Wang
92021
Compositionally restricted attention-based network for materials property predictions. npj Computational Materials 7 (1): 77
AYT Wang, SK Kauwe, RJ Murdock, TD Sparks
May, 2021
72021
Generative adversarial networks and diffusion models in material discovery
M Alverson, SG Baird, R Murdock, J Johnson, TD Sparks
Digital Discovery 3 (1), 62-80, 2024
42024
The big sleep: BigGANxCLIP
R Murdock
The_Big_Sleep_BigGANxCLIP. ipynb, 2021
32021
lucidrains/big-sleep: A simple command line tool for text to image generation, using OpenAI’s CLIP and a BigGAN
R Murdock
Technique was originally created by https://twitter. com/advadnoun. https …, 2022
22022
Aleph2Image
R Murdock
22021
Thoughts on deepdaze, bigsleep, and aleph2image
R Murdock
22021
The big sleep, 2021
R Murdock
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To err is human‐to understand error‐processing is divine: Contributions of working memory and anxiety to error‐related brain and pupil responses
S LoTemplio, J Silcox, R Murdock, DL Strayer, BR Payne
Psychophysiology 60 (12), e14392, 2023
2023
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
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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