Jean Utke

1.6k total citations
32 papers, 960 citations indexed

About

Jean Utke is a scholar working on Artificial Intelligence, Hardware and Architecture and Computational Theory and Mathematics. According to data from OpenAlex, Jean Utke has authored 32 papers receiving a total of 960 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 11 papers in Hardware and Architecture and 8 papers in Computational Theory and Mathematics. Recurrent topics in Jean Utke's work include Parallel Computing and Optimization Techniques (11 papers), Cryospheric studies and observations (4 papers) and Distributed and Parallel Computing Systems (4 papers). Jean Utke is often cited by papers focused on Parallel Computing and Optimization Techniques (11 papers), Cryospheric studies and observations (4 papers) and Distributed and Parallel Computing Systems (4 papers). Jean Utke collaborates with scholars based in United States, Germany and France. Jean Utke's co-authors include Andreas Griewank, David Juedes, Uwe Naumann, Paul Hovland, Christian Bischof, Patrick Heimbach, H. Martin Bücker, Chris Hill, Carl Wunsch and Andrea Walther and has published in prestigious journals such as Expert Systems with Applications, Mathematics of Computation and IEEE Transactions on Neural Networks and Learning Systems.

In The Last Decade

Jean Utke

31 papers receiving 867 citations

Peers

Jean Utke

CTM

CSE

Uwe Naumann Germany

Junqiang Song China

Laurent Hascoët France

A. Murli Italy

Alan Carle United States

Paul Hovland United States

Ivan Dimov Bulgaria

Roscoe Bartlett United States

Eric Phipps United States

Markus Hegland Australia

Uwe Naumann Germany

Jean Utke

340 ×1.3

CTM

221 ×1.0

226 ×1.4

152 ×1.1

CSE

115 ×0.9

Citations per year, relative to Jean Utke Jean Utke (= 1×) peers Uwe Naumann

Countries citing papers authored by Jean Utke

Since Specialization

Citations

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

Fields of papers citing papers by Jean Utke

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jean Utke

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

All Works

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20 of 20 papers shown

Ma, Yingyi, Diego Klabjan, & Jean Utke. (2025). Video to Video Generative Adversarial Network for Few-Shot Learning Based on Policy Gradient. IEEE Transactions on Neural Networks and Learning Systems. 37(3). 1302–1316.

Klabjan, Diego, et al.. (2024). IIFE: Interaction Information Based Automated Feature Engineering. 803–808. 1 indexed citations

Klabjan, Diego, et al.. (2024). Multi-Layer Attention-Based Explainability via Transformers for Tabular Data. 25–32. 3 indexed citations

Goldberg, Daniel, Sri Hari Krishna Narayanan, Laurent Hascoët, & Jean Utke. (2016). An optimized treatment for algorithmic differentiation of an important glaciological fixed-point problem. Geoscientific model development. 9(5). 1891–1904. 14 indexed citations

Larour, Eric, et al.. (2016). An approach to computing discrete adjoints for MPI-parallelized models applied to Ice Sheet System Model 4.11. Geoscientific model development. 9(11). 3907–3918. 7 indexed citations

Utke, Jean, et al.. (2016). Source Transformation of C++ Codes for Compatibility with Operator Overloading. Procedia Computer Science. 80. 1485–1496. 4 indexed citations

Larour, Eric, Jean Utke, B. M. Csathó, et al.. (2014). Inferred basal friction and surface mass balance of the Northeast Greenland Ice Stream using data assimilation of ICESat (Ice Cloud and land Elevation Satellite) surface altimetry and ISSM (Ice Sheet System Model). The cryosphere. 8(6). 2335–2351. 45 indexed citations

Rutt, I. C., et al.. (2013). ADISM v.1.0: an adjoint of a thermomechanical ice-sheet model obtained using an algorithmic differentiation tool. 1 indexed citations

Utke, Jean, et al.. (2013). Sensitivity Analysis for Mixed-Language Numerical Models. Procedia Computer Science. 18. 1794–1803. 2 indexed citations

10.

Lyons, Andrew, Ilya Safro, & Jean Utke. (2011). Randomized heuristics for exploiting Jacobian scarcity. Optimization methods & software. 27(2). 311–322. 1 indexed citations

11.

Alexe, Mihai, et al.. (2010). Using Automatic Differentiation in Sensitivity Analysis of Nuclear Simulation Models, invited. Transactions of the American Nuclear Society. 102(2010). 235–237. 3 indexed citations

12.

Naumann, Uwe, et al.. (2010). Interpretative adjoints for numerical simulation codes using MPI. Procedia Computer Science. 1(1). 1825–1833. 15 indexed citations

13.

Utke, Jean, Laurent Hascoët, Patrick Heimbach, et al.. (2009). Toward adjoinable MPI. DSpace@MIT (Massachusetts Institute of Technology). 1–8. 20 indexed citations

14.

Utke, Jean, Uwe Naumann, Mike Fagan, et al.. (2008). OpenAD/F. ACM Transactions on Mathematical Software. 34(4). 1–36. 74 indexed citations

15.

Strout, Michelle Mills, Nathan R. Tallent, Mike Fagan, et al.. (2006). ADJOINT CODE BY SOURCE TRANSFORMATION WITH OPENAD/F. ECCOMAS CFD 2006: Proceedings of the European Conference on Computational Fluid Dynamics, Egmond aan Zee, The Netherlands, September 5-8, 2006. 10 indexed citations

16.

Utke, Jean, et al.. (2005). Control flow reversal for adjoint code generation. 55–64. 2 indexed citations

17.

Naumann, Uwe & Jean Utke. (2005). OPTIMALITY-PRESERVING ELIMINATION OF LINEARITIES IN JACOBIAN ACCUMULATION. RWTH Publications (RWTH Aachen). 4 indexed citations

18.

Hovland, Paul, Boyana Norris, Michelle Mills Strout, Sanjukta Bhowmick, & Jean Utke. (2005). Sensitivity analysis and design optimization through automatic differentiation. Journal of Physics Conference Series. 16. 466–470. 3 indexed citations

19.

Utke, Jean & Uwe Naumann. (2004). Separating language dependent and independent tasks for the semantic transformation of numerical programs.. RWTH Publications (RWTH Aachen). 552–558. 5 indexed citations

20.

Griewank, Andreas, Jean Utke, & Andrea Walther. (2000). Evaluating higher derivative tensors by forward propagation of univariate Taylor series. Mathematics of Computation. 69(231). 1117–1131. 48 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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