Towards dynamic simulation of a whole cell model. - Jae-Seung Yeom; Konstantia Georgouli; Robert Blake; Ali Navid (BCB, 2021)

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)

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)

DYAD: Locality-aware Data Management for accelerating Deep Learning Training. - Hariharan Devarajan; Ian Lumsden; Chen Wang 004; Konstantia Georgouli; Tom Scogland; Jae-Seung Yeom; Michela Taufer (SBAC-PAD, 2024)

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, 2025)