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J. Martins

7 papers hereh-index 7820.8k citations390 works total

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

author position
  • middle author4
  • last author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.SY2
  • physics.flu-dyn1
same name
  • J. Martins — 173 papers
  • J. Martins — 104 papers, h 12
  • J. Martins — 96 papers, h 42
  • J. Martins — 34 papers, h 15
  • J. Martins — 25 papers, h 13
  • J. Martins — 14 papers, h 15

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedMachine Learning in Aerodynamic Shape Optimization

361 citations · 518 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

physics.flu-dyn2023

CFD-based Design Optimization of Ducted Hydrokinetic Turbines

Jeongbin Park, Bradford G. Knight, Yingqian Liao +6

Hydrokinetic turbines extract kinetic energy from moving water to generate renewable electricity, thus contributing to sustainable energy production and reducing reliance on fossil…

cs.LG2023★ 125 cited

SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes

Paul Saves, Remi Lafage, Nathalie Bartoli +6

The Surrogate Modeling Toolbox (SMT) is an open-source Python package that offers a collection of surrogate modeling methods, sampling techniques, and a set of sample problems. Thi…

eess.SY2023★ 1 cited

Control Co-design of a Hydrokinetic Turbine: A Comparative Study of Open-loop Optimal Control and Feedback Control

Mohammad Reza Amini, Boxi Jiang, Yingqian Liao +3

Control co-design (CCD) explores physical and control design spaces simultaneously to optimize a system's performance. A commonly used CCD framework aims to achieve open-loop optim…

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