Daria Stepanova
Daria Stepanova publishes mostly in Artificial Intelligence, Aerospace Engineering and Industrial and Manufacturing Engineering, on topics such as Advanced Graph Neural Networks, Topic Modeling and Semantic Web and Ontologies.
- World rank
- #1,071,176 of 1,633,909 ranked researchers
- Rank in Germany
- #61,836 of 86,443
- Works
- 21
- Citations
- 49
- Citations per work
- 2.3
What does Daria Stepanova research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Aerospace Engineering9% of their works
- 3Industrial and Manufacturing Engineering9% of their works
- 4Computational Theory and Mathematics6% of their works
- 5Electrical and Electronic Engineering6% of their works
- 6Computer Networks and Communications6% of their works
Research topics
Which keywords describe Daria Stepanova's research?
The keywords of their largest research topics: Graph Neural Networks, Knowledge Graph Embedding, Description Logics, Knowledge Representation, Neural Networks, Word Representation, Software Engineering and Answer Set Programming.
- Causal Inference
- Agent-Based Modeling
- Reconfigurable Manufacturing Systems
- Modal Logic
- Distributed Algorithms
- Answer Set Programming
- Word Representation
- Knowledge Representation
- Knowledge Graph Embedding
- Graph Neural Networks
- Description Logics
- Neural Networks
- Software Engineering
- Constraint Optimization
- Flexible Automation
- Ontology
- Semantic Web
- Bayesian Networks
- Multi-Agent Systems
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Graph Neural Networks51 topic
- Knowledge Graph Embedding51 topic
- Description Logics42 topics
- Knowledge Representation42 topics
- Neural Networks41 topic
- Word Representation41 topic
- Software Engineering32 topics
- Answer Set Programming21 topic
- Constraint Optimization21 topic
- Distributed Algorithms21 topic
- Flexible Automation21 topic
- Modal Logic21 topic
- Ontology21 topic
- Reconfigurable Manufacturing Systems21 topic
- Semantic Web21 topic
- Agent-Based Modeling11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Multi-Agent Systems11 topic
Where does Daria Stepanova work?
Daria Stepanova's main affiliation in the publication record is Max Planck Institute for Informatics, Germany.
How many publications and citations does Daria Stepanova have?
Science Explorer counts 21 works and 49 citations for Daria Stepanova, ranking #1,071,176 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.