Konstantia Georgouli

According to our database, Konstantia Georgouli authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience.

Loïc Pottier, Konstantia Georgouli, Timothy S. Carpenter, Fikret Aydin, Jeremy O. B. Tempkin, Dwight V. Nissley, Frederick H. Streitz, Thomas R. W. Scogland, Peer-Timo Bremer, Felice C. Lightstone, Helgi I. Ingólfsson

CoRR, July, 2025

2024

DYAD: Locality-aware Data Management for accelerating Deep Learning Training.

Hariharan Devarajan, Ian Lumsden, Chen Wang, Konstantia Georgouli, Tom Scogland, Jae-Seung Yeom, Michela Taufer

Proceedings of the 36th IEEE International Symposium on Computer Architecture and High Performance Computing, 2024

2022

Identifying Orientation-specific Lipid-protein Fingerprints using Deep Learning.

Fikret Aydin, Konstantia Georgouli, Gautham Dharuman, James N. Glosli, Felice C. Lightstone, Helgi I. Ingólfsson, Peer-Timo Bremer, Harsh Bhatia

CoRR, 2022

Emerging Patterns in the Continuum Representation of Protein-Lipid Fingerprints.

Konstantia Georgouli, Helgi I. Ingólfsson, Fikret Aydin, Mark Heimann, Felice C. Lightstone, Peer-Timo Bremer, Harsh Bhatia

CoRR, 2022

2021

Towards dynamic simulation of a whole cell model.

Jae-Seung Yeom, Konstantia Georgouli, Robert Blake, Ali Navid

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021