Faculty

Institution

Unit

Venue

Athanasios Antoulas

Professor

Rice University

Affiliations

George R. Brown School of Engineering

Electrical and Computer Engineering

Athanasios Antoulas is currently serving as an Electrical And Computer Engineering Professor at Rice University.

Honors

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Experiences

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Education

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Athanasios Antoulas

Rice University

Professor

You can click a keyword to filter the displayed items

applied mathematics machine learning computer science systems engineering loewner framework model reduction engineering automatic control linear algebra approximation theory data modeling control systems modeling and simulation systems modeling control science large-scale dynamical systems mathematical optimization formal methods mathematical control theory control engineering model order reduction rational interpolation control design robust control system identification information controls large-scale systems model reduction methods data-driven model reduction computer-aided design numerical simulations scientific computing nonlinear analysis control management circuit simulation measurement theory automatic identification mathematical system theory quadratic-bilinear systems comparative study frequency response data data-driven modeling relaxation times cellular physiology animal physiology mammalian biology cell metabolism canadian studies control system technology control optimization robust nonlinear control mathematical sciences structural control information theory chronobiology mammalian physiology cell physiology circuit design microwave engineering command and control astronautics oscillation theory post-processing stability analysis algebraic theory guidance system nonlinear control mathematical models mathematical modelling model analysis computational models channel modeling model comparison passive sampling balanced truncation generalized realization problem computational mathematics reduced order modeling system science

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distribution of Relaxation Times Analysis of Pemfc Through Loewner Framework: A Direct and Regularization Free Approach. Meeting abstracts/Meeting abstracts (Electrochemical Society. CD-ROM) (2024)

Bansidhar PatelAntonio SorrentinoIon Victor GoseaTanja Vidakovic-KochAthanasios C. Antoulas

electrochemical processrelaxation times analysisloewner frameworkelectrochemistry

The Loewner Framework for Parametric Systems and the Curse of Dimensionality. Part II: Applications. (2024)

Athanasios C. AntoulasIon Victor GoseaCharles Poussot-Vassal

nonlinear dimensionality reductionloewner frameworkparametric programmingparametric systemsdimensionality reductiongeometryhigher dimensional problemsspectral theoryapplied mathematicsdynamical systems

The Loewner Framework for Parametric Systems: Taming the Curse of Dimensionality. arXiv (Cornell University) (2024)

Antoulas, Athanasios C.Gosea, Ion VictorPoussot-Vassal, Charles

topologyapplied mathematicsparametric systemsdimensionality reductionloewner framework

A Data-Driven Nonlinear Frequency Response Approach Based on the Loewner Framework: Preliminary Analysis. IFAC-PapersOnLine (2023)

Ion Victor GoseaLuka A. ŽivkovićDimitrios S. KarachaliosTanja Vidaković-KochAthanasios C. Antoulas

systems engineeringelectrical engineeringpreliminary analysisdata sciencedata managementloewner framework

Determination of the Distribution of Relaxation Times Through Loewner Framework: A Direct and Versatile Approach. Journal of Power Sources (2023)

Antonio SorrentinoBansidhar PatelIon Victor GoseaAthanasios C. AntoulasTanja Vidaković-Koch

loewner frameworkrelaxation timespower engineeringenergy managementrenewable energypower generationpower electronicsenergy storageapplied mathematics

Interpolatory Model Reduction of Quadratic-Bilinear Dynamical Systems With Quadratic-Bilinear Outputs. Advances in Computational Mathematics (2023)

Alejandro N. DiazMatthias HeinkenschlossIon Victor GoseaAthanasios C. Antoulas

dynamical systemsinterpolatory model reductionquadratic-bilinear outputsapplied mathematicsmachine learningquadratic-bilinear dynamical systems

Introducing the Loewner Method as a Data-Driven and Regularization-Free Approach for the Distribution of Relaxation Times Analysis of Lithium-Ion Batteries. Batteries (2023)

Tom RütherIon Victor GoseaLeonard JahnAthanasios C. AntoulasMichael A. Danzer

loewner methodrelaxation times analysisapplied mathematicsenergy storage

A Framework for Fitting Quadratic-Bilinear Systems With Applications to Models of Electrical Circuits. IFAC-PapersOnLine (2022)

Dimitrios S. KarachaliosIon Victor GoseaAthanasios C. Antoulas

curve fittingelectrical engineeringquadratic-bilinear systemssystems modeling

Data-Driven Modeling and Control of Large-Scale Dynamical Systems in the Loewner Framework. Handbook of numerical analysis (2022)

Ion Victor GoseaCharles Poussot-VassalAthanasios C. Antoulas

large-scale dynamical systemssystems engineeringnumerical analysisdata-driven modelingdata scienceloewner framework

Loewner Framework and Distribution of Relaxation Times of Electrochemical Systems: Solving Issues Through a Data-Driven Modeling Approach. SSRN Electronic Journal (2022)

Antonio SorrentinoIon Victor GoseaBansidhar PatelAthanasios C. AntoulasTanja Vidakovic-Koch

electrochemical systemssocial science researchrelaxation timessocial sciencescomputational social sciencedata scienceloewner frameworkmaterials science

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Athanasios Antoulas

Professor

Rice University

Affiliations

George R. Brown School of Engineering

Electrical and Computer Engineering

Athanasios Antoulas is currently serving as an Electrical And Computer Engineering Professor at Rice University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Athanasios Antoulas

Rice University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distribution of Relaxation Times Analysis of Pemfc Through Loewner Framework: A Direct and Regularization Free Approach. Meeting abstracts/Meeting abstracts (Electrochemical Society. CD-ROM) (2024)

Bansidhar PatelAntonio SorrentinoIon Victor GoseaTanja Vidakovic-KochAthanasios C. Antoulas

electrochemical processrelaxation times analysisloewner frameworkelectrochemistry

The Loewner Framework for Parametric Systems and the Curse of Dimensionality. Part II: Applications. (2024)

Athanasios C. AntoulasIon Victor GoseaCharles Poussot-Vassal

The Loewner Framework for Parametric Systems: Taming the Curse of Dimensionality. arXiv (Cornell University) (2024)

Antoulas, Athanasios C.Gosea, Ion VictorPoussot-Vassal, Charles

topologyapplied mathematicsparametric systemsdimensionality reductionloewner framework

A Data-Driven Nonlinear Frequency Response Approach Based on the Loewner Framework: Preliminary Analysis. IFAC-PapersOnLine (2023)

Ion Victor GoseaLuka A. ŽivkovićDimitrios S. KarachaliosTanja Vidaković-KochAthanasios C. Antoulas

systems engineeringelectrical engineeringpreliminary analysisdata sciencedata managementloewner framework

Determination of the Distribution of Relaxation Times Through Loewner Framework: A Direct and Versatile Approach. Journal of Power Sources (2023)

Antonio SorrentinoBansidhar PatelIon Victor GoseaAthanasios C. AntoulasTanja Vidaković-Koch

loewner frameworkrelaxation timespower engineeringenergy managementrenewable energypower generationpower electronicsenergy storageapplied mathematics

Interpolatory Model Reduction of Quadratic-Bilinear Dynamical Systems With Quadratic-Bilinear Outputs. Advances in Computational Mathematics (2023)

Alejandro N. DiazMatthias HeinkenschlossIon Victor GoseaAthanasios C. Antoulas

dynamical systemsinterpolatory model reductionquadratic-bilinear outputsapplied mathematicsmachine learningquadratic-bilinear dynamical systems

Introducing the Loewner Method as a Data-Driven and Regularization-Free Approach for the Distribution of Relaxation Times Analysis of Lithium-Ion Batteries. Batteries (2023)

Tom RütherIon Victor GoseaLeonard JahnAthanasios C. AntoulasMichael A. Danzer

loewner methodrelaxation times analysisapplied mathematicsenergy storage

A Framework for Fitting Quadratic-Bilinear Systems With Applications to Models of Electrical Circuits. IFAC-PapersOnLine (2022)

Dimitrios S. KarachaliosIon Victor GoseaAthanasios C. Antoulas

curve fittingelectrical engineeringquadratic-bilinear systemssystems modeling

Data-Driven Modeling and Control of Large-Scale Dynamical Systems in the Loewner Framework. Handbook of numerical analysis (2022)

Ion Victor GoseaCharles Poussot-VassalAthanasios C. Antoulas

large-scale dynamical systemssystems engineeringnumerical analysisdata-driven modelingdata scienceloewner framework

Loewner Framework and Distribution of Relaxation Times of Electrochemical Systems: Solving Issues Through a Data-Driven Modeling Approach. SSRN Electronic Journal (2022)

Antonio SorrentinoIon Victor GoseaBansidhar PatelAthanasios C. AntoulasTanja Vidakovic-Koch

electrochemical systemssocial science researchrelaxation timessocial sciencescomputational social sciencedata scienceloewner frameworkmaterials science

1
2
3
4
5
16
10 / page

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complex system

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control optimization

learning control

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