Pascal Friederich

7.1k citations
125 papers · 4.3k · 5 hit papers · h-index 29

Impact in

Papers in

Pascal Friederich

121 papers receiving 4.2k citations

Pascal Friederich's Hit Papers

Graph neural networks for materials science and chemistry 2022 · 457 citations
4570+2+4Years since publication100200300400

Peers

Pascal Friederich
Comparison fields: 5 of 177
  • Computational Theory and Mathematics 816
  • Materials Chemistry 2.1k
  • Polymers and Plastics 426
  • Inorganic Chemistry 378
  • Electrical and Electronic Engineering 1.4k
Replace Rohit Batra with:
Rohit Batra United States
Benjamín Sánchez-Lengeling United States
Rafael Gómez‐Bombarelli United States
Wencong Lu China
Daniel W. Davies United Kingdom
Hugh Cartwright United Kingdom
Silvana Botti Germany
Woo Youn Kim South Korea
Tran Doan Huan United States
Jonathan Schmidt Germany
Pascal Friederich relative to Rohit Batra United States Rohit Batra's profile →
Citations per field
00.5×11.8×
Rohit Batra · 1×
Citations per year

Countries citing papers authored by Pascal Friederich

Since Specialization
Citations

This map shows the geographic impact of Pascal Friederich'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 Pascal Friederich with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pascal Friederich more than expected).

Fields of papers citing papers by Pascal Friederich

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pascal Friederich. 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 Pascal Friederich. The network helps show where Pascal Friederich may publish in the future.

Co-authors

The 25 scholars most cited alongside Pascal Friederich, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Pascal Friederich Line = papers co-authored together Pascal Friederich links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 125 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Graph neural networks for materials science and chemistry
Hit paper breakdown →
2022457
2
Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation
Hit paper breakdown →
2020435
3
Machine-learned potentials for next-generation matter simulations
Hit paper breakdown →
2021401
4
A Comprehensive Discovery Platform for Organophosphorus Ligands for Catalysis
Hit paper breakdown →
2022209
5
On scientific understanding with artificial intelligence
Hit paper breakdown →
2022203
6 2022184
7 2021135
8 2020131
9 2019131
10 2014104
11 201690
12 202086
13 201770
14 201867
15 202164
16 201662
17 200247
18 201647
19 202145
20 201944

About Pascal Friederich

Pascal Friederich is a scholar working on Electrical and Electronic Engineering, Materials Chemistry, Molecular Biology, Computational Theory and Mathematics and Polymers and Plastics, having authored 125 papers that have together received 4.3k indexed citations. Recurring topics across this work include Machine Learning in Materials Science (38 papers), Organic Electronics and Photovoltaics (34 papers), Organic Light-Emitting Diodes Research (25 papers), Computational Drug Discovery Methods (16 papers), Conducting polymers and applications (12 papers), Molecular Junctions and Nanostructures (11 papers), Ion channel regulation and function (8 papers) and Cardiac electrophysiology and arrhythmias (7 papers). The work is most often cited by research in Computational Theory and Mathematics (816 citations), Materials Chemistry (2.1k citations), Polymers and Plastics (426 citations), Inorganic Chemistry (378 citations) and Electrical and Electronic Engineering (1.4k citations). Pascal Friederich has collaborated with scholars based in Germany, Canada and United States. Frequent co-authors include Alán Aspuru‐Guzik, Florian Häse, Wolfgang Wenzel, AkshatKumar Nigam, Mario Krenn, Jonny Proppe, Gabriel dos Passos Gomes, Franz Symalla, Patrick Reiser and Robert Pollice. Their work appears in journals such as European Journal of Anaesthesiology, Advanced Materials, Chemical Science, Journal of Chemical Theory and Computation and Physical review. B..

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.

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