Matthias Zentgraf

Computational Theory and Mathematics · 2011–2019

A researcher in the Science corpus: 3 papers; trusts 1 researcher and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Computational Theory and Mathematics — 48 citations into it; #6,744 of 12,182 by trust here, #3,924 by citations

Whom Matthias Zentgraf trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Gisbert Schneider

Who trusts Matthias Zentgraf overall

1. Marwin H. S. Segler
2. Mark P. Waller
3. Wengong Jin
4. Connor W. Coley

Papers from Matthias Zentgraf's perspective

Ordered by how strongly the researchers Matthias Zentgraf trusts endorse each paper. Same corpus, a different order for every researcher.

1. Generating Focused Molecule Libraries for Drug Discovery with Recurrent Neural Networks
2. Automating drug discovery (Nature reviews. Drug discovery)
3. Generative Recurrent Networks for De Novo Drug Design (Molecular Informatics)
4. Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data
5. Reconfigurable system for automated optimization of diverse chemical reactions (Science)
6. Organic synthesis provides opportunities to transform drug discovery (Nature Chemistry)
7. Convolutional Networks on Graphs for Learning Molecular Fingerprints
8. Opportunities and obstacles for deep learning in biology and medicine
9. Deep learning enables rapid identification of potent DDR1 kinase inhibitors (Nature Biotechnology)
10. Adversarial Examples: Attacks and Defenses for Deep Learning

Their papers

• Mining Electronic Laboratory Notebooks: Analysis, Retrosynthesis, and Reaction Based Enumeration (2012) — 77 citations
• Rethinking drug design in the artificial intelligence era (2019) — 681 citations
• A small nonrule of 3 compatible fragment library provides high hit rate of endothiapepsin crystal structures with various fragment chemotypes. (2011) — 99 citations