LabCompass

Debdipta Goswami

Physics and Astronomy · The Ohio State University

OpenAlex ORCID
Mid career · publishing since 2013Rising activity
Model Reduction and Neural NetworksNeural Networks and ApplicationsNeural Networks and Reservoir ComputingDistributed Control Multi-Agent SystemsAdvanced Memory and Neural Computing

Publications

39

Citations

341

Est. group size

—

Recurring co-author estimate

Active years

13

Publishing since 2013

Research summary
AI-generated

Debdipta Goswami works on data-driven methods for modeling and controlling complex dynamical systems, including robotics, control-affine nonlinear systems, and neural-network-based predictors like echo-state networks. A recurring focus is using techniques such as Koopman operator theory and dynamic mode decomposition to build simplified, interpretable models for real-time control, including under practical constraints like limited data precision (quantization). Applications include quadrotor flight control, urban micromobility prediction, and airfoil control.

Data-driven modeling and control of nonlinear systemsKoopman operator theory and dynamic mode decompositionReservoir computing and echo-state networksModel predictive control (MPC) and system identificationEffects of data quantization on learning and control

Publication output has grown notably in the last two years (2024-2025) after a relatively steady pace of about 3 papers per year in the preceding several years.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.8/year recently
2017: 3 publications172018: 1 publication18192020: 5 publications202021: 3 publications212022: 3 publications222023: 3 publications232024: 5 publications242025: 8 publications82526
Recent publications
Publishes in
  • arXiv (Cornell University)×10
  • IEEE Control Systems Letters×2
  • IEEE Robotics and Automation Letters×2
  • Journal of Guidance Control and Dynamics×2
  • IEEE Transactions on Automatic Control×1
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 19, 2026.

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