Author

Michael Wand

Johannes Gutenberg University MainzORCID 0000-0003-0966-7824Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Biophysics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Assay:Hi-C· 2 Research Focus:benchmarking· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Assay:long-read sequencing· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Karin Everschor‐SitteiD· 2 shared Stanislav SysiD· 2 shared Stephan WeißbachiD· 2 shared Susann SchweigeriD· 2 shared Susanne GerberiD· 2 shared Alejandro Ceron‐NoriegaiD· 1 shared Anne Kerber· 1 shared Azza Soliman· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 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 papersBiophysics

Karin Everschor‐SitteORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BiophysicsbioRxivPreprintApr 2, 2026

Correcting Preprocessing Bias in Sparse Chromatin Contact Data Enables Physically Interpretable Reconstruction of Genome Architecture

Stanislav Sys, Marcel Misak, Azza Soliman…·Susanne Gerber

The paper identifies preprocessing bias in chromatin contact data and introduces a framework to correct it, enabling physically interpretable genome architecture reconstruction.

DOI 10.64898/2026.03.31.715622

Hi-Cdeep learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintMay 29, 2024

Direct CCUT: A Versatile and Standardized Framework to Train 3C Deep Restoration Models

Stanislav Sys, Alejandro Ceron‐Noriega, Anne Kerber…·Susanne Gerber

Direct CCUT trains deep models to reconstruct high-resolution chromatin interaction matrices from low-resolution Pore-C and 3C data using consumer GPUs.

DOI 10.1101/2024.05.29.596528

Hi-Clong-read sequencing

𝕏 PostBluesky