Guido Novati

3.0k total citations · 2 hit papers
13 papers, 1.3k citations indexed

About

Guido Novati is a scholar working on Aerospace Engineering, Computational Mechanics and Condensed Matter Physics. According to data from OpenAlex, Guido Novati has authored 13 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Aerospace Engineering, 5 papers in Computational Mechanics and 4 papers in Condensed Matter Physics. Recurrent topics in Guido Novati's work include Biomimetic flight and propulsion mechanisms (6 papers), Micro and Nano Robotics (4 papers) and Fluid Dynamics and Turbulent Flows (2 papers). Guido Novati is often cited by papers focused on Biomimetic flight and propulsion mechanisms (6 papers), Micro and Nano Robotics (4 papers) and Fluid Dynamics and Turbulent Flows (2 papers). Guido Novati collaborates with scholars based in Switzerland, United States and United Kingdom. Guido Novati's co-authors include Petros Koumoutsakos, Siddhartha Verma, Lai Hong Wong, Demis Hassabis, Žiga Avsec, Rosalia G. Schneider, Andrew Senior, Tobias Sargeant, Pushmeet Kohli and Alexander Pritzel and has published in prestigious journals such as Nature, Science and Physics of Fluids.

In The Last Decade

Guido Novati

13 papers receiving 1.3k citations

Hit Papers

align trajectories sort by overperformance

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.

Accurate proteome-wide missense variant effect prediction with AlphaMissense

2023 692 citations Jun Cheng, Guido Novati et al. Science profile →
Efficient collective swimming by harnessing vortices through deep reinforcement learning

2018 298 citations Siddhartha Verma, Guido Novati et al. arXiv (Cornell University) profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Guido Novati Switzerland	8	442	326	277	267	218	13	1.3k
Yongqing Wu China	21	639 1.4×	41 0.1×	153 0.6×	49 0.2×	212 1.0×	82	2.3k
Thomas Sebastian United States	21	432 1.0×	140 0.4×	43 0.2×	95 0.4×	9 0.0×	46	3.0k
Sébastien Motsch United States	12	224 0.5×	40 0.1×	39 0.1×	19 0.1×	370 1.7×	35	1.2k
Philipp Neumann Germany	16	273 0.6×	183 0.6×	41 0.1×	27 0.1×	30 0.1×	59	1.3k
Lin Geng China	27	2.3k 5.1×	81 0.2×	2.0k 7.4×	183 0.7×	48 0.2×	81	3.6k
Charles Kervrann France	24	380 0.9×	201 0.6×	23 0.1×	90 0.3×	19 0.1×	86	2.6k
Florian Jug Germany	19	569 1.3×	35 0.1×	89 0.3×	46 0.2×	18 0.1×	38	2.1k
Jin Lee South Korea	19	64 0.1×	734 2.3×	37 0.1×	229 0.9×	21 0.1×	69	1.2k
Joe Pitt‐Francis United Kingdom	20	676 1.5×	70 0.2×	144 0.5×	10 0.0×	36 0.2×	52	1.8k
Pamela Burrage Australia	17	346 0.8×	90 0.3×	104 0.4×	7 0.0×	149 0.7×	59	1.2k

Countries citing papers authored by Guido Novati

Since Specialization

Citations

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

Fields of papers citing papers by Guido Novati

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Guido Novati

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

All Works

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13 of 13 papers shown

Vaxenburg, Roman, Igor Siwanowicz, Josh Merel, et al.. (2025). Whole-body physics simulation of fruit fly locomotion. Nature. 643(8074). 1312–1320. 5 indexed citations

Cheng, Jun, Guido Novati, Clare Bycroft, et al.. (2023). Accurate proteome-wide missense variant effect prediction with AlphaMissense. Science. 381(6664). eadg7492–eadg7492. 692 indexed citations breakdown →

Cheng, Jun, Guido Novati, Taylor Applebaum, et al.. (2023). Predictions for AlphaMissense. Zenodo (CERN European Organization for Nuclear Research). 3 indexed citations

Novati, Guido, Taylor Applebaum, Alexander Pritzel, et al.. (2023). Source code for AlphaMissense. Zenodo (CERN European Organization for Nuclear Research). 1 indexed citations

Novati, Guido, et al.. (2021). Publisher Correction: Automating turbulence modelling by multi-agent reinforcement learning. Nature Machine Intelligence. 3(1). 99–99. 4 indexed citations

Novati, Guido, et al.. (2021). Automating turbulence modelling by multi-agent reinforcement learning. Nature Machine Intelligence. 3(1). 87–96. 125 indexed citations

Arampatzis, Georgios, et al.. (2020). Optimal Flow Sensing for Schooling Swimmers. Biomimetics. 5(1). 10–10. 18 indexed citations

Novati, Guido, L. Mahadevan, & Petros Koumoutsakos. (2019). Controlled gliding and perching through deep-reinforcement-learning. Physical Review Fluids. 4(9). 52 indexed citations

Verma, Siddhartha, Guido Novati, & Petros Koumoutsakos. (2018). Efficient collective swimming by harnessing vortices through deep reinforcement learning. arXiv (Cornell University). 298 indexed citations breakdown →

10.

Novati, Guido, Siddhartha Verma, Dmitry Alexeev, et al.. (2017). Synchronisation through learning for two self-propelled swimmers. Bioinspiration & Biomimetics. 12(3). 36001–36001. 116 indexed citations

11.

Verma, Siddhartha, Guido Novati, Flavio Noca, & Petros Koumoutsakos. (2017). Fast Motion of Heaving Airfoils. Procedia Computer Science. 108. 235–244. 4 indexed citations

12.

Verma, Siddhartha, et al.. (2017). Computing the force distribution on the surface of complex, deforming geometries using vortex methods and Brinkman penalization. International Journal for Numerical Methods in Fluids. 85(8). 484–501. 11 indexed citations

13.

Rees, Wim M. van, Guido Novati, & Petros Koumoutsakos. (2015). Self-propulsion of a counter-rotating cylinder pair in a viscous fluid. Physics of Fluids. 27(6). 16 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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