Search Results for author: Konstantia Georgouli

Found 2 papers, 0 papers with code

Identifying Orientation-specific Lipid-protein Fingerprints using Deep Learning

no code implementations14 Jul 2022 Fikret Aydin, Konstantia Georgouli, Gautham Dharuman, James N. Glosli, Felice C. Lightstone, Helgi I. Ingólfsson, Peer-Timo Bremer, Harsh Bhatia

Improved understanding of the relation between the behavior of RAS and RAF proteins and the local lipid environment in the cell membrane is critical for getting insights into the mechanisms underlying cancer formation.

Emerging Patterns in the Continuum Representation of Protein-Lipid Fingerprints

no code implementations9 Jul 2022 Konstantia Georgouli, Helgi I Ingólfsson, Fikret Aydin, Mark Heimann, Felice C Lightstone, Peer-Timo Bremer, Harsh Bhatia

Capturing intricate biological phenomena often requires multiscale modeling where coarse and inexpensive models are developed using limited components of expensive and high-fidelity models.

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