Felix A. Faber

2.2k total citations · 2 hit papers
16 papers, 1.5k citations indexed

About

Felix A. Faber is a scholar working on Materials Chemistry, Computational Theory and Mathematics and Social Psychology. According to data from OpenAlex, Felix A. Faber has authored 16 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Materials Chemistry, 6 papers in Computational Theory and Mathematics and 4 papers in Social Psychology. Recurrent topics in Felix A. Faber's work include Machine Learning in Materials Science (10 papers), Computational Drug Discovery Methods (6 papers) and X-ray Diffraction in Crystallography (6 papers). Felix A. Faber is often cited by papers focused on Machine Learning in Materials Science (10 papers), Computational Drug Discovery Methods (6 papers) and X-ray Diffraction in Crystallography (6 papers). Felix A. Faber collaborates with scholars based in United Kingdom, Switzerland and Germany. Felix A. Faber's co-authors include O. Anatole von Lilienfeld, Rickard Armiento, Alexander Lindmaa, Lars Andersen Bratholm, Anders S. Christensen, Samuel S. Schoenholz, Patrick Riley, George E. Dahl, Bing Huang and Justin Gilmer and has published in prestigious journals such as Physical Review Letters, Nature Communications and The Journal of Chemical Physics.

In The Last Decade

Felix A. Faber

15 papers receiving 1.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error

2017 459 citations Felix A. Faber, Luke A. D. Hutchison et al. Journal of Chemical Theory and Computation profile →
Crystal structure representations for machine learning models of formation energies

2015 336 citations Felix A. Faber, Alexander Lindmaa et al. International Journal of Quantum Chemistry profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Felix A. Faber United Kingdom	10	1.2k	638	241	188	142	16	1.5k
Nicola Molinari United States	14	1.0k 0.8×	287 0.4×	212 0.9×	653 3.5×	151 1.1×	23	1.8k
Luigi Bonati Italy	13	625 0.5×	148 0.2×	423 1.8×	80 0.4×	210 1.5×	19	1.0k
Ryo Tamura Japan	25	1.3k 1.0×	212 0.3×	127 0.5×	453 2.4×	415 2.9×	117	2.2k
David Gao United Kingdom	16	857 0.7×	148 0.2×	70 0.3×	759 4.0×	275 1.9×	35	1.5k
A. Gilad Kusne United States	18	1.2k 1.0×	137 0.2×	41 0.2×	644 3.4×	117 0.8×	37	1.9k
Chenchen Song China	19	480 0.4×	72 0.1×	158 0.7×	167 0.9×	466 3.3×	48	1.4k
Feliksas Ivanauskas Lithuania	21	237 0.2×	44 0.1×	289 1.2×	601 3.2×	280 2.0×	125	1.5k
Simon J. Bennie United Kingdom	12	130 0.1×	54 0.1×	114 0.5×	44 0.2×	211 1.5×	16	533
Victor Rühle United Kingdom	12	431 0.3×	14 0.0×	209 0.9×	453 2.4×	166 1.2×	22	1.3k
Milica Todorović Finland	14	423 0.3×	108 0.2×	69 0.3×	215 1.1×	245 1.7×	43	827

Countries citing papers authored by Felix A. Faber

Since Specialization

Citations

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

Fields of papers citing papers by Felix A. Faber

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Felix A. Faber. 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 Felix A. Faber. The network helps show where Felix A. Faber may publish in the future.

Co-authorship network of co-authors of Felix A. Faber

This figure shows the co-authorship network connecting the top 25 collaborators of Felix A. Faber. A scholar is included among the top collaborators of Felix A. Faber based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Felix A. Faber. Felix A. Faber is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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16 of 16 papers shown

King‐Smith, Emma, Felix A. Faber, Louise Bernier, et al.. (2025). Predictive design of crystallographic chiral separation. Nature Communications. 16(1). 7977–7977.

Cheng, Chee Leong, Marianne Holm, Diego A. Calvopina, et al.. (2025). Evaluating accuracy and concordance of pathologists and the utility of AI assistance software for digital HER2 IHC assessment in breast cancer including HER2-ultralow scoring: An international multicenter observational study.. Journal of Clinical Oncology. 43(16_suppl). 1078–1078. 1 indexed citations

Goodall, Rhys E. A., et al.. (2024). Identifying crystal structures beyond known prototypes from x-ray powder diffraction spectra. Physical Review Materials. 8(10). 3 indexed citations

King‐Smith, Emma, Felix A. Faber, Usa Reilly, et al.. (2024). Predictive Minisci late stage functionalization with transfer learning. Nature Communications. 15(1). 426–426. 18 indexed citations

Poelking, Carl, Felix A. Faber, & Bingqing Cheng. (2022). BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale. Machine Learning Science and Technology. 3(4). 40501–40501. 3 indexed citations

Goodall, Rhys E. A., et al.. (2022). Rapid discovery of stable materials by coordinate-free coarse graining. Science Advances. 8(30). eabn4117–eabn4117. 36 indexed citations

Christensen, Anders S., Lars Andersen Bratholm, Felix A. Faber, & O. Anatole von Lilienfeld. (2020). FCHL revisited: Faster and more accurate quantum machine learning. The Journal of Chemical Physics. 152(4). 44107–44107. 219 indexed citations

Faber, Felix A., Bing Huang, Justin Gilmer, et al.. (2017). Fast machine learning models of electronic and energetic properties consistently reach approximation errors better than DFT accuracy. arXiv (Cornell University). 5 indexed citations

Faber, Felix A., Luke A. D. Hutchison, Bing Huang, et al.. (2017). Prediction Errors of Molecular Machine Learning Models Lower than Hybrid DFT Error. Journal of Chemical Theory and Computation. 13(11). 5255–5264. 459 indexed citations breakdown →

10.

Christensen, Anders S., Felix A. Faber, Lars Andersen Bratholm, et al.. (2017). qmlcode/qml: Release v0.3.1. Figshare. 12 indexed citations

11.

Faber, Felix A., Alexander Lindmaa, O. Anatole von Lilienfeld, & Rickard Armiento. (2016). Machine Learning Energies of 2 Million Elpasolite(ABC2D6)Crystals. Physical Review Letters. 117(13). 135502–135502. 297 indexed citations

12.

Faber, Felix A., Alexander Lindmaa, O. Anatole von Lilienfeld, & Rickard Armiento. (2015). Crystal structure representations for machine learning models of formation energies. International Journal of Quantum Chemistry. 115(16). 1094–1101. 336 indexed citations breakdown →

13.

Bennewitz, Maren, Felix A. Faber, Dominik Joho, & Sven Behnke. (2007). Fritz - A Humanoid Communication Robot. 1072–1077. 33 indexed citations

14.

Bennewitz, Maren, Felix A. Faber, Dominik Joho, Michael Schreiber, & Sven Behnke. (2006). Towards a humanoid museum guide robot that interacts with multiple persons. 418–423. 94 indexed citations

15.

Bennewitz, Maren, Felix A. Faber, Dominik Joho, Michael Schreiber, & Sven Behnke. (2005). Integrating vision and speech for conversations with multiple persons. 2523–2528. 22 indexed citations

16.

Bennewitz, Maren, Felix A. Faber, Dominik Joho, Michael Schreiber, & Sven Behnke. (2005). Enabling a Humanoid Robot to Interact with Multiple Persons. 6 indexed citations

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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