Author

Georgi I. Nikov

Imperial College LondonORCID 0000-0002-0342-2423Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Daniella PretoriusiD· 2 shared James W. MurrayiD· 2 shared Henry N. TauntiD· 1 shared Kono WashioiD· 1 shared Sergey OvchinnikoviD· 1 shared Steve-William Florent· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersSynthetic Biology

Daniella PretoriusORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Designing Novel Solenoid Proteins with In Silico Evolution

Daniella Pretorius, Georgi I. Nikov, Kono Washio, Steve-William Florent, Henry N. Taunt, Sergey Ovchinnikov, James W. Murray

This paper designs novel solenoid proteins using in silico evolution, achieving successful folding for alpha-solenoids and improved results for beta-solenoids with refinements.

Communications Chemistry · Dec 4, 2025Peer-reviewedSynthetic Biology

SOLeNNoID: A Deep Learning Pipeline For Solenoid Residue Detection in Protein Structures

Georgi I. Nikov, Daniella Pretorius, James W. Murray

SOLeNNoID is a deep learning pipeline that detects solenoid residues in protein structures, achieving a 71% increase in solenoid-containing entries compared to RepeatsDB.

Bioinformatics · Jul 18, 2025Peer-reviewedBioinformatics