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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 2021Show all

3 papers · 1 filter

q-bio.QM2021

Model predictive control guided with optimal experimental design for pulse-based parallel cultivation

Jong Woo Kim, Niels Krausch, Judit Aizpuru +5

Optimal experimental design for parameter precision attempts to maximize the information content in experimental data for a most effective identification of parametric model. With…

math.OC2021

Teaching MPC: Which Way to the Promised Land?

Timm Faulwasser, Sergio Lucia, Moritz Schulze Darup +1

Since the earliest conceptualizations by Lee and Markus, and Propoi in the 1960s, Model Predictive Control (MPC) has become a major success story of systems and control with respec…

eess.SY2021

A Polynomial Chaos Approach to Robust H∞​ Static Output-Feedback Control with Bounded Truncation Error

Yiming Wan, Dongying E. Shen, Sergio Lucia +2

This article considers the H∞​ static output-feedback control for linear time-invariant uncertain systems with polynomial dependence on probabilistic time-invarian…

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