Clément Vignac
Impact in
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- Computational Drug Discovery Methods
Papers in
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- Protein Structure and Dynamics 2
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- Computational Drug Discovery Methods 2
- Co-authors
- Pascal Frossard (3 shared papers)H. Stärk (1 shared paper)Bruno E. Correia (1 shared paper)Arne Schneuing (1 shared paper)Max Welling (1 shared paper)Michael M. Bronstein (1 shared paper)Víctor García Satorras (1 shared paper)Ilia Igashov (1 shared paper)
- Journals
- Nature Machine Intelligence (1 paper)Lecture notes in computer science (1 paper)Infoscience (Ecole Polytechnique Fédérale de Lausanne) (1 paper)
- Partner nations
- SwitzerlandUnited KingdomUnited States
In The Last Decade
Clément Vignac
3 papers receiving 106 citations
Clément Vignac's Hit Papers
Peers
Comparison fields: 5 of 34
- Computational Theory and Mathematics 49
- Structural Biology 2
- Materials Chemistry 43
- Health Informatics 1
- Molecular Biology 49
Countries citing papers authored by Clément Vignac
This map shows the geographic impact of Clément Vignac's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Clément Vignac with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Clément Vignac more than expected).
Fields of papers citing papers by Clément Vignac
This network shows the impact of papers produced by Clément Vignac. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Clément Vignac. The network helps show where Clément Vignac may publish in the future.
Co-authors
The 9 scholars most cited alongside Clément Vignac, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Equivariant 3D-conditional diffusion model for molecular linker design Hit paper breakdown → | 2024 | 83 |
| 2 | 2023 | 25 | |
| 3 | 2021 | 1 |
About Clément Vignac
Clément Vignac is a scholar working on Molecular Biology, Computational Theory and Mathematics, Organic Chemistry, Information Systems and Artificial Intelligence, having authored 3 papers that have together received 109 indexed citations. Recurring topics across this work include Computational Drug Discovery Methods (2 papers), Protein Structure and Dynamics (2 papers), Machine Learning in Materials Science (1 paper), Advanced Bandit Algorithms Research (1 paper), Synthesis and Biological Evaluation (1 paper), Recommender Systems and Techniques (1 paper) and Data Stream Mining Techniques (1 paper). The work is most often cited by research in Computational Theory and Mathematics (49 citations), Structural Biology (2 citations), Materials Chemistry (43 citations), Health Informatics (1 citation) and Molecular Biology (49 citations). Clément Vignac has collaborated with scholars based in Switzerland, United Kingdom and United States. Frequent co-authors include Pascal Frossard, H. Stärk, Bruno E. Correia, Arne Schneuing, Max Welling, Michael M. Bronstein, Víctor García Satorras, Ilia Igashov and Laura Toni. Their work appears in journals such as Nature Machine Intelligence, Lecture notes in computer science and Infoscience (Ecole Polytechnique Fédérale de Lausanne).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.