Souradeep Dutta

738 total citations
14 papers, 172 citations indexed

About

Souradeep Dutta is a scholar working on Artificial Intelligence, Control and Systems Engineering and Statistical and Nonlinear Physics. According to data from OpenAlex, Souradeep Dutta has authored 14 papers receiving a total of 172 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 7 papers in Control and Systems Engineering and 4 papers in Statistical and Nonlinear Physics. Recurrent topics in Souradeep Dutta's work include Adversarial Robustness in Machine Learning (8 papers), Fault Detection and Control Systems (5 papers) and Model Reduction and Neural Networks (4 papers). Souradeep Dutta is often cited by papers focused on Adversarial Robustness in Machine Learning (8 papers), Fault Detection and Control Systems (5 papers) and Model Reduction and Neural Networks (4 papers). Souradeep Dutta collaborates with scholars based in United States, India and France. Souradeep Dutta's co-authors include Sriram Sankaranarayanan, Xin Chen, Ashish Tiwari, Susmit Jha, Arijit Mallick, Insup Lee, Sourya Roy, Xin Chen, Hoang-Dung Tran and Debayan Chakraborty and has published in prestigious journals such as IFAC-PapersOnLine, ACM Transactions on Cyber-Physical Systems and Proceedings of the International Conference on Automated Planning and Scheduling.

In The Last Decade

Souradeep Dutta

14 papers receiving 169 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Souradeep Dutta United States 6 129 76 48 30 19 14 172
Jiameng Fan United States 7 115 0.9× 56 0.7× 34 0.7× 19 0.6× 9 0.5× 13 150
Niklas Kochdumper Germany 10 63 0.5× 107 1.4× 80 1.7× 32 1.1× 29 1.5× 25 196
W. Kühn Germany 5 52 0.4× 188 2.5× 61 1.3× 6 0.2× 9 0.5× 8 280
Mirco Giacobbe United Kingdom 4 54 0.4× 76 1.0× 34 0.7× 17 0.6× 6 0.3× 10 120
Rudy Bunel United Kingdom 5 145 1.1× 15 0.2× 9 0.2× 22 0.7× 52 2.7× 13 175
Abhishek Tiwari United States 9 41 0.3× 39 0.5× 11 0.2× 25 0.8× 15 0.8× 22 236
Sylvie Putot France 7 27 0.2× 26 0.3× 76 1.6× 16 0.5× 6 0.3× 13 124
Meng Wu China 8 126 1.0× 19 0.3× 14 0.3× 34 1.1× 11 0.6× 21 222
Nacim Meslem France 12 55 0.4× 353 4.6× 87 1.8× 6 0.2× 9 0.5× 55 422
Jean‐François Dufourd France 8 52 0.4× 24 0.3× 33 0.7× 27 0.9× 53 2.8× 23 183

Countries citing papers authored by Souradeep Dutta

Since Specialization
Citations

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

Fields of papers citing papers by Souradeep Dutta

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Souradeep Dutta

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

All Works

14 of 14 papers shown
1.
Dutta, Souradeep, Yiannis Kantaros, Anirban Roy, et al.. (2025). Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios. 1–11. 1 indexed citations
2.
Dutta, Souradeep, et al.. (2024). Memory-based Distribution Shift Detection for Learning Enabled Cyber-Physical Systems with Statistical Guarantees. ACM Transactions on Cyber-Physical Systems. 8(2). 1–28. 2 indexed citations
3.
Dutta, Souradeep, et al.. (2023). Incremental Learning with Memory Regressors for Motion Prediction in Autonomous Racing. 264–265. 1 indexed citations
4.
Dutta, Souradeep, et al.. (2022). Interpretable Detection of Distribution Shifts in Learning Enabled Cyber-Physical Systems. 225–235. 9 indexed citations
5.
Dutta, Souradeep, et al.. (2021). Trajectory Tracking Control for Robotic Vehicles Using Counterexample Guided Training of Neural Networks. Proceedings of the International Conference on Automated Planning and Scheduling. 29. 680–688. 3 indexed citations
6.
Dutta, Souradeep, Xin Chen, & Sriram Sankaranarayanan. (2019). Reachability analysis for neural feedback systems using regressive polynomial rule inference. 157–168. 81 indexed citations
7.
Lopez, Diego Manzanas, Patrick Musau, Hoang-Dung Tran, et al.. (2019). ARCH-COMP19 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. EPiC series in computing. 61. 103–85. 7 indexed citations
8.
Dutta, Souradeep, Xin Chen, Susmit Jha, Sriram Sankaranarayanan, & Ashish Tiwari. (2019). Sherlock - A tool for verification of neural network feedback systems. 262–263. 18 indexed citations
9.
Dutta, Souradeep, et al.. (2019). Verifying Conformance of Neural Network Models: Invited Paper. 1–8. 1 indexed citations
10.
Chen, Xin, Souradeep Dutta, & Sriram Sankaranarayanan. (2018). Formal Verification of a Multi-Basal Insulin Infusion Control Model. EPiC series in computing. 48. 75–57. 4 indexed citations
11.
Dutta, Souradeep, Susmit Jha, Sriram Sankaranarayanan, & Ashish Tiwari. (2018). Learning and Verification of Feedback Control Systems using Feedforward Neural Networks. IFAC-PapersOnLine. 51(16). 151–156. 33 indexed citations
12.
Mallick, Arijit, et al.. (2014). Cuckoo Search Optimization based design of linear phase FIR filters: A comparison approach. 1–3. 4 indexed citations
13.
Bandyopadhyay, Subhankar, et al.. (2014). Arbitrary Waveform Generation Using Memristive Cross Bar Array. 113–116. 1 indexed citations
14.
Dutta, Souradeep, et al.. (2014). Periodic noise recognition and elimination using RFPCM clustering. 1–5. 7 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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