Simon Martina-Perez

6PUBLICATIONS
6CO-AUTHORS
Evolutionary computationPredictive and prognostic markersEngineering electromagneticsLarge and complex data theorySemi- and unsupervised learning
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Publications (6)

|Jun 07, 2026
Inverse Statistics of Active Matter Trajectories to Distinguish Interaction Kernel Anisotropy from Emergent Correlations.

|Jul 10, 2025
Identification of neural crest and melanoma cancer cell invasion and migration genes using high-throughput screening and deep attention networks.

J C Kasemeier-Kulesa, S Martina Perez, R E Baker

|Jun 19, 2024
Optimal Control of Collective Electrotaxis in Epithelial Monolayers.

Simon F Martina-Perez, Isaac B Breinyn, Daniel J Cohen

|Mar 11, 2024
Spatial heterogeneity in collective electrotaxis: continuum modelling and applications to optimal control.

Simon F Martina-Perez, Isaac B Breinyn, Daniel J Cohen

|Jun 21, 2022
Efficient Bayesian inference for mechanistic modelling with high-throughput data.

Simon Martina Perez, Heba Sailem, Ruth E Baker

|Feb 14, 2022
Bayesian uncertainty quantification for data-driven equation learning.

Simon Martina-Perez, Matthew J Simpson, Ruth E Baker

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Frequent Collaborators

3 joint publications

Ruth E Baker

1 joint publications

P M Kulesa

1 joint publications

Isaac B Breinyn

1 joint publications

Daniel J Cohen