Sam Cox

1.1k total citations · 1 hit paper
4 papers, 340 citations indexed

About

Sam Cox is a scholar working on Molecular Biology, Artificial Intelligence and Materials Chemistry. According to data from OpenAlex, Sam Cox has authored 4 papers receiving a total of 340 indexed citations (citations by other indexed papers that have themselves been cited), including 2 papers in Molecular Biology, 2 papers in Artificial Intelligence and 2 papers in Materials Chemistry. Recurrent topics in Sam Cox's work include Machine Learning in Materials Science (2 papers), Topic Modeling (2 papers) and Chemical Synthesis and Analysis (1 paper). Sam Cox is often cited by papers focused on Machine Learning in Materials Science (2 papers), Topic Modeling (2 papers) and Chemical Synthesis and Analysis (1 paper). Sam Cox collaborates with scholars based in United States and Switzerland. Sam Cox's co-authors include Andrew Dickson White, Philippe Schwaller, Carlo Baldassari, Andres M. Bran, Oliver Schilter, Geemi P. Wellawatte, Ziyue Yang, Glen M. Hocky and Yuvraj Singh and has published in prestigious journals such as Journal of Chemical Theory and Computation, Nature Machine Intelligence and Journal of Space Safety Engineering.

In The Last Decade

Sam Cox

4 papers receiving 325 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.

Augmenting large language models with chemistry tools

2024 268 citations Andres M. Bran, Sam Cox et al. Nature Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sam Cox United States	3	189	77	73	59	33	4	340
Oliver Schilter Switzerland	6	174 0.9×	68 0.9×	58 0.8×	55 0.9×	27 0.8×	9	335
Carlo Baldassari Switzerland	3	142 0.8×	56 0.7×	56 0.8×	48 0.8×	25 0.8×	4	278
Robert MacKnight United States	4	179 0.9×	68 0.9×	82 1.1×	72 1.2×	45 1.4×	4	419
Ben Kline United States	3	178 0.9×	67 0.9×	76 1.0×	72 1.2×	43 1.3×	5	424
Geemi P. Wellawatte United States	7	165 0.9×	116 1.5×	63 0.9×	78 1.3×	14 0.4×	8	253
Amalie Trewartha United States	9	419 2.2×	103 1.3×	204 2.8×	52 0.9×	16 0.5×	16	637
Edward J. Beard United Kingdom	7	184 1.0×	74 1.0×	43 0.6×	28 0.5×	7 0.2×	8	295
Tara Zepel Canada	4	172 0.9×	69 0.9×	23 0.3×	77 1.3×	36 1.1×	4	352
Luca Torresi Germany	4	299 1.6×	150 1.9×	64 0.9×	72 1.2×	9 0.3×	5	481

Countries citing papers authored by Sam Cox

Since Specialization

Citations

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

Fields of papers citing papers by Sam Cox

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sam Cox

This figure shows the co-authorship network connecting the top 25 collaborators of Sam Cox. A scholar is included among the top collaborators of Sam Cox 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 Sam Cox. Sam Cox is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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4 of 4 papers shown

1.

Bran, Andres M., Sam Cox, Oliver Schilter, et al.. (2024). Augmenting large language models with chemistry tools. Nature Machine Intelligence. 6(5). 525–535. 268 indexed citations breakdown →

2.

White, Andrew Dickson, Glen M. Hocky, Sam Cox, et al.. (2023). Assessment of chemistry knowledge in large language models that generate code. Digital Discovery. 2(2). 368–376. 68 indexed citations

3.

Cox, Sam, et al.. (2022). The efficacy of managing space environmental risk by regulating probability of collision with large objects. Journal of Space Safety Engineering. 9(2). 245–250. 1 indexed citations

4.

Cox, Sam & Andrew Dickson White. (2022). Symmetric Molecular Dynamics. Journal of Chemical Theory and Computation. 18(7). 4077–4081. 3 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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