Author

M. Giles

University of Southern California

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:ecology & biodiversity· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Organism:non-human primate· 1

Frequent Co-Authors

A. B. Roland· 1 shared A. H. Effenberger· 1 shared A. W. Murray· 1 shared B. DeMessie· 1 shared C. C. Lee· 1 shared C. R. Desjardins-Park· 1 shared C. Vidoudez· 1 shared D. A. Donoso· 1 shared

Activity by Year

2018-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

A. B. Roland

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Author profile →

2 papers

Recent·Most cited

Chemotherapy dose scheduling via Q-learning in a Markov tumor model

M. Giles, Paul K. Newton

This paper uses Q-learning in a Markov tumor model to optimize chemotherapy dose scheduling, identifying evolutionary paths, robustness, and simplified policies for balanced tumor cell coexistence.

bioRxiv · Jun 5, 2025 · PreprintSystems Biology

Seasonal changes in diet and toxicity in the Climbing Mantella frog (Mantella laevigata)

N. A. Moskowitz, A. B. Roland, E. K. Fischer, N. Ranaivorazo, C. Vidoudez, M. T. Aguilar, S. M. Caldera, J. Chea, M. G. Cristus, J. P. Crowdis, B. DeMessie, C. R. Desjardins-Park, A. H. Effenberger, F. Flores, M. Giles, , L. A. O'Connell

This study examines how seasonal environmental changes affect the diet and toxin profiles of Climbing Mantella frogs, finding seasonal differences in diet composition and toxin abundance.

bioRxiv · Oct 13, 2018Ecology