126 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Technical University of MunichDE5 papers
- Helmholtz MunichDE2 papers
- Ludwig-Maximilians-Universität MünchenDE2 papers
- Stadtwerke Straubing (Germany)DE2 papers
- American Museum of Natural HistoryUS1 paper
- Ames Research CenterUS1 paper
- Analytical Mechanics Associates (United States)US1 paper
- Ankara UniversityTR1 paper
- Bavarian Natural History CollectionsDE1 paper
- Bavarian State Collection of ZoologyDE1 paper
- Bay Area Environmental Research InstituteUS1 paper
- Beijing Institute of Optoelectronic TechnologyCN1 paper
Showing cs.LGShow all
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cs.LG2024★ 8 cited
GraphXForm: Graph transformer for computer-aided molecular design
Jonathan Pirnay, Jan G. Rittig, Alexander B. Wolf +4
Generative deep learning has become pivotal in molecular design for drug discovery, materials science, and chemical engineering. A widely used paradigm is to pretrain neural networ…
cs.LG2024★ 1 cited
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization
Jonathan Pirnay, Dominik G. Grimm
The constructive approach within Neural Combinatorial Optimization (NCO) treats a combinatorial optimization problem as a finite Markov decision process, where solutions are built…