David Bergman

860 total citations
34 papers, 303 citations indexed

About

David Bergman is a scholar working on Computational Theory and Mathematics, Industrial and Manufacturing Engineering and Computer Networks and Communications. According to data from OpenAlex, David Bergman has authored 34 papers receiving a total of 303 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Computational Theory and Mathematics, 12 papers in Industrial and Manufacturing Engineering and 9 papers in Computer Networks and Communications. Recurrent topics in David Bergman's work include Formal Methods in Verification (10 papers), Constraint Satisfaction and Optimization (7 papers) and Scheduling and Optimization Algorithms (6 papers). David Bergman is often cited by papers focused on Formal Methods in Verification (10 papers), Constraint Satisfaction and Optimization (7 papers) and Scheduling and Optimization Algorithms (6 papers). David Bergman collaborates with scholars based in United States, Canada and Sweden. David Bergman's co-authors include André A. Ciré, Willem‐Jan van Hoeve, John Hooker, Ram D. Gopal, Arvind U. Raghunathan, Tallys Yunes, Robert Day, Leonardo Lozano, Michèle H. Jackson and Andrea Lodi and has published in prestigious journals such as SHILAP Revista de lepidopterología, Management Science and Operations Research.

In The Last Decade

David Bergman

31 papers receiving 287 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
David Bergman United States 11 132 105 92 71 48 34 303
Hervé Kerivin France 11 127 1.0× 160 1.5× 126 1.4× 11 0.2× 56 1.2× 30 413
Gaia Nicosia Italy 12 344 2.6× 114 1.1× 25 0.3× 27 0.4× 113 2.4× 69 498
Elisenda Molina Spain 9 131 1.0× 29 0.3× 45 0.5× 51 0.7× 115 2.4× 20 345
Claudio Arbib Italy 13 375 2.8× 69 0.7× 37 0.4× 19 0.3× 30 0.6× 51 510
Rosa Figueiredo France 10 169 1.3× 34 0.3× 26 0.3× 41 0.6× 26 0.5× 30 330
Will Ma United States 9 55 0.4× 121 1.2× 29 0.3× 63 0.9× 114 2.4× 51 336
L.A. Wolsey 2 207 1.6× 120 1.1× 49 0.5× 28 0.4× 21 0.4× 2 362
Lorenzo Brunetta Italy 11 102 0.8× 45 0.4× 43 0.5× 18 0.3× 30 0.6× 20 304
Hamidreza Navidi Iran 10 78 0.6× 31 0.3× 25 0.3× 39 0.5× 59 1.2× 42 288
Dongmo Zhang Australia 13 55 0.4× 44 0.4× 39 0.4× 264 3.7× 85 1.8× 55 425

Countries citing papers authored by David Bergman

Since Specialization
Citations

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

Fields of papers citing papers by David Bergman

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of David Bergman

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

All Works

20 of 20 papers shown
1.
Bhattacharjee, Sudip, et al.. (2024). A decision support framework for integrated lane identification and long-term backhaul collaboration using spatial analytics and optimization. Decision Support Systems. 180. 114186–114186. 1 indexed citations
2.
Lozano, Leonardo, et al.. (2024). Constraint Learning to Define Trust Regions in Optimization over Pre-Trained Predictive Models. INFORMS journal on computing. 36(6). 1382–1399.
3.
Bergman, David, et al.. (2024). Evaluation of AV Deadheading Strategies. SHILAP Revista de lepidopterología. 4(3). 1059–1077.
4.
Lozano, Leonardo, et al.. (2023). Optimizing over an Ensemble of Trained Neural Networks. INFORMS journal on computing. 35(3). 652–674. 2 indexed citations
5.
Raghunathan, Arvind U., et al.. (2023). Code and Data Repository for Seamless Multimodal Transportation Scheduling. INFORMS journal on computing. 2 indexed citations
6.
Bergman, David, et al.. (2022). JANOS: An Integrated Predictive and Prescriptive Modeling Framework. Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna). 21 indexed citations
7.
Cappart, Quentin, et al.. (2022). Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning. INFORMS journal on computing. 34(5). 2552–2570. 10 indexed citations
8.
Cardonha, Carlos, et al.. (2021). Models and Algorithms for the Bin-Packing Problem with Minimum Color Fragmentation. INFORMS journal on computing. 34(2). 1070–1085. 2 indexed citations
9.
Lozano, Leonardo, David Bergman, & J. Cole Smith. (2020). On the Consistent Path Problem. Operations Research. 68(6). 1913–1931. 6 indexed citations
10.
Bergman, David, et al.. (2020). Consistent Routing and Scheduling with Simultaneous Pickups and Deliveries. Production and Operations Management. 29(8). 1937–1955. 9 indexed citations
11.
Bergman, David & Leonardo Lozano. (2020). Decision Diagram Decomposition for Quadratically Constrained Binary Optimization. INFORMS journal on computing. 33(1). 401–418. 5 indexed citations
12.
Bergman, David. (2019). An Exact Algorithm for the Quadratic Multiknapsack Problem with an Application to Event Seating. INFORMS journal on computing. 31(3). 477–492. 12 indexed citations
13.
Bergman, David & André A. Ciré. (2017). Discrete Nonlinear Optimization by State-Space Decompositions. Management Science. 64(10). 4700–4720. 23 indexed citations
14.
Bergman, David, et al.. (2017). Surviving a National Football League Survivor Pool. Operations Research. 65(5). 1343–1354. 6 indexed citations
15.
Bergman, David. (2016). Decompositions Based on Decision Diagrams..
16.
Bergman, David, André A. Ciré, & Willem‐Jan van Hoeve. (2015). Lagrangian bounds from decision diagrams. Constraints. 20(3). 346–361. 13 indexed citations
17.
Bergman, David, André A. Ciré, Willem‐Jan van Hoeve, & Tallys Yunes. (2014). BDD-based heuristics for binary optimization. Journal of Heuristics. 20(2). 211–234. 23 indexed citations
18.
Bergman, David, André A. Ciré, & Willem‐Jan van Hoeve. (2014). MDD Propagation for Sequence Constraints. Journal of Artificial Intelligence Research. 50. 697–722. 9 indexed citations
19.
Bergman, David, André A. Ciré, Willem‐Jan van Hoeve, & John Hooker. (2013). Optimization Bounds from Binary Decision Diagrams. INFORMS journal on computing. 26(2). 253–268. 26 indexed citations
20.
Milrad, Marcelo, David Bergman, & Michèle H. Jackson. (2006). Exploring the Potential of Mobile Services to Support Learning and Communication in University Classes. 107–111. 13 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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