Challenges in Cheminformatics: The View of An Independent Consultant

Despite technological progress, there are still significant challenges in cheminformatics, such as the interoperability of chemical structures across different chemical structure formats and software vendors, or the handling of chemically modified biologic macromolecules. In this presentation, some challenges which may not be so prominent on people's radar are discussed: UnFAIR chemical data Chemical representation of more complex compounds When the chemical graph is not sufficient Open-source software Cheminformatics in 'non-classic' environments

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-18
DOI
https://doi.org/10.5281/zenodo.18108321
Primary Topic
Computational Drug Discovery Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Challenges in Cheminformatics: The View of An Independent Consultant

Thomas Doerner
Zenodo (CERN European Organization for Nuclear Research)
Computational Drug Discovery Methods
article

Challenges in Cheminformatics: The View of An Independent Consultant

Thomas Doerner
article en

Abstract

Despite technological progress, there are still significant challenges in cheminformatics, such as the interoperability of chemical structures across different chemical structure formats and software vendors, or the handling of chemically modified biologic macromolecules. In this presentation, some challenges which may not be so prominent on people's radar are discussed: UnFAIR chemical data Chemical representation of more complex compounds When the chemical graph is not sufficient Open-source software Cheminformatics in 'non-classic' environments

Zenodo (CERN European Organization for Nuclear Research)
Discovery Centre (CA)
Industry, innovation and infrastructure
Openalex Percentile: Top 26%
Computational Drug Discovery Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.