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researcher

S. Lucia

20 papers hereh-index 252.9k citations110 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author11
  • last author8

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • eess.SY10
  • math.OC4
  • cs.NI2
  • q-bio.QM2
  • cs.CY1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedEfficient representation and approximation of model predictive control laws via deep learning

310 citations · 568 across the 17 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.NI2022★ 5 cited

Optimization-Based Predictive Congestion Control for the Tor Network: Opportunities and Challenges

Christoph Döpmann, Felix Fiedler, Sergio Lucia +1

Based on the principle of onion routing, the Tor network achieves anonymity for its users by relaying user data over a series of intermediate relays. This approach makes congestion…

eess.SY2022

On the Practical Design of Tube-Enhanced Multi-Stage Nonlinear Model Predictive Control

Sankaranarayanan Subramanian, Yehia Abdelsalam, Sergio Lucia +1

Tube-enhanced multi-stage nonlinear model predictive control is a robust control scheme that can handle a wide range of uncertainties with reduced conservatism and manageable compu…

q-bio.QM2022★ 1 cited

Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of \textit{E. coli}

Jong Woo Kim, Niels Krausch, Judit Aizpuru +4

We discuss the application of a nonlinear model predictive control (MPC) and a moving horizon estimation (MHE) to achieve an optimal operation of \textit{E. coli} fed-batch cultiva…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.