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Dive into the research topics where Kieran Murphy 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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Comparing the information content of probabilistic representation spaces
Murphy, K. A., Dillavou, S. & Bassett, D. S., Feb 2025, In: Transactions on Machine Learning Research. 2025-February, p. 1-30 30 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Mechanical prions as self-assembling microstructures
Ouellet, M., Bassett, D. S., Bassett, L. C., Murphy, K. A. & Patankar, S. P., Jul 7 2025, In: Newton. 1, 5, 100098.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
Surveying the Space of Descriptions of a Composite System with Machine Learning
Murphy, K. A., Zhang, Y. & Bassett, D. S., Jun 27 2025, In: Physical Review Letters. 134, 25, 257401.Research output: Contribution to journal › Article › peer-review
Open Access -
Information decomposition in complex systems via machine learning
Murphy, K. A. & Bassett, D. S., Mar 26 2024, In: Proceedings of the National Academy of Sciences of the United States of America. 121, 13, e2312988121.Research output: Contribution to journal › Article › peer-review
Open Access10 Link opens in a new tab Scopus citations -
Machine-Learning Optimized Measurements of Chaotic Dynamical Systems via the Information Bottleneck
Murphy, K. A. & Bassett, D. S., May 10 2024, In: Physical Review Letters. 132, 19, 197201.Research output: Contribution to journal › Article › peer-review
11 Link opens in a new tab Scopus citations
Press/Media
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Report: Modern Slavery Prevalence Estimation in the UK: A Scoping Review
10/15/25
1 item of Media coverage
Press/Media: Press / Media
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UPenn School of Arts & Sciences: AI X Science Postdoctoral Fellows Collaborate Across Disciplines
6/10/25 → 6/11/25
2 items of Media coverage
Press/Media: Press / Media
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-University of Pennsylvania: Unlocking the mechanics of protein misfolding
6/3/25
3 items of Media coverage
Press/Media: Press / Media
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UPenn School of Arts & Sciences: Unlocking the Mechanics of Protein Misfolding
6/3/25
1 item of Media coverage
Press/Media: Press / Media
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