Faculty

Institution

Unit

Venue

Janos Sztipanovits

Professor

Vanderbilt University

Affiliations

College of Connected Computing

Computer Science

Graduate School

Computer Science

School of Engineering

Electrical and Computer Engineering

Janos Sztipanovits is currently serving as a College Of Connected Computing Professor at Vanderbilt University.

Honors

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Experiences

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Education

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Janos Sztipanovits

Vanderbilt University

Professor

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systems engineering computer science modeling and simulation systems modeling cyber-physical systems design automation design software engineering system science engineering machine learning model integration control system technology cps security information security automatic control computer security model-based software development information technology reliability engineering signal processing knowledge-based systems domain-specific modeling intelligent computing model-based design co-simulation model-integrated computing scientific computing mobile computing metamodeling technique marine engineering logic in computer science distributed computing domain-specific modeling languages knowledge management formal specification control engineering fault diagnosis aeronautics instrumentation engineering control architecture intelligent control networked control systems program synthesis model analysis knowledge-based reasoning formal modeling behavioral semantics real-time fault diagnostics localization human-computer interaction supervisory control testing technique security evaluation reconfigurable architectures automotive engineering formal semantics system specification real-time systems reference architecture aerospace technology model-integrated development self-adaptive software rapid synthesis passivity-based design urban geography passive control semantic computing optical engineering semantic processing embedded software semantic anchoring infrastructure model-based software synthesis generative programming structural adaptivity metaprogrammable tools design space exploration complex system engineering system integration model-based system engineering

Notable Scholarly Works

Notable Federal Grants

Collaborators

ANVIL: An Integration of Artificial Intelligence, Sampling Techniques, and a Combined Cad-Cfd Tool. arXiv (Cornell University) (2024)

H VardhanU TimalsinaM SandbornD HydeP VolgyesiJ Sztipanovits

combined cad-cfd toolsurface scienceearth science

ANVIL: An Integration of Artificial Intelligence, Sampling Techniques, and a Combined Cad-Cfd Tool. (2024)

scientific computinggeometry generationcomputer-aided designunstructured mesh generationdesigncomputer graphicscomputer-aided engineeringcomputer engineeringcomputational engineeringartificial intelligencedesign automationmodeling and simulationdata sciencecomputer-aided manufacturingcombined cad-cfd toolgeometric modeling

Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls. Ocean Engineering (2024)

H VardhanD HydeU TimalsinaP VolgyesiJ Sztipanovits

engineering optimizationdesign optimizationsurrogate-based design optimizationmechanical engineeringunderwater vehicle hullsmarine engineeringengineering

A Reference Architecture of Human Cyber-Physical Systems – Part I: Fundamental Concepts. ACM Transactions on Cyber-Physical Systems (2023)

Werner DammDavid HessMark SchwedaJanos SztipanovitsKlaus BenglerBianca BieblMartin FränzleWillem HagemannMoritz HeldKlas IhmeSeverin KaciankaAlyssa J. KerscherSebastian LehnhoffAndreas LuedtkeAlexander PretschnerAstrid RakowRieger JochemDaniel SonntagMaike SchwammbergerBenedikt AustelAnirudh UnniEric Veith

systems engineeringfundamental conceptscyber-physical systemsreference architecturehuman cyber-physical systems

A Reference Architecture of Human Cyber-Physical Systems – Part III: Semantic Foundations. ACM Transactions on Cyber-Physical Systems (2023)

Werner DammMartin FränzleAlyssa J. KerscherLaine ForrestKlaus BenglerBianca BieblWillem HagemannMoritz HeldDavid HessKlas IhmeSeverin KaciankaSebastian LehnhoffAndreas LuedtkeAlexander PretschnerAstrid RakowRieger JochemDaniel SonntagJonas SztipanovitsMaike SchwammbergerMark SchwedaAlexander TrendeAnirudh UnniEric Veith

systems engineeringcyber-physical systemssemantic foundationsreference architecturehuman cyber-physical systems

A References Architecture for Human Cyber Physical Systems - Part II: Fundamental Design Principles for Human-Cps Interaction. ACM Transactions on Cyber-Physical Systems (2023)

Klaus BenglerWerner DammAndreas LuedtkeJochem RiegerBenedikt AustelBianca BieblMartin FränzleWillem HagemannMoritz HeldDavid HessKlas IhmeSeverin KaciankaAlyssa J. KerscherLain ForrestSebastian LehnhoffAlexander PretschnerAstrid RakowDaniel SonntagJanos SztipanovitsMaike SchwammbergerMark SchwedaAnirudh UnniEric Veith

architecturesystems engineeringcyber-physical systemsfundamental design principlesreference architecturehuman-cps interaction

Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design. (2023)

H VardhanP VolgyesiW HedgecockJ Sztipanovits

roboticsbayesian optimizationmarine engineeringapplied mathematicsengineering

Fusion of ML With Numerical Simulation for Optimized Propeller Design. arXiv (Cornell University) (2023)

design optimizationengineering optimizationmechanical engineeringfusion system designpropulsionturbomachineryfusionoptimized propeller designaerospace propulsionrotor dynamicsengineering

Search for Universal Minimum Drag Resistance Underwater Vehicle Hull Using Cfd. Mechanisms and machine science (2023)

H VardhanJ Sztipanovits

mechanism analysismechanical engineeringfluid dynamicscomputational fluid dynamicsmarine engineeringengineering

Data Efficient Surrogate Modeling for Engineering Design: Ensemble-Free Batch Mode Deep Active Learning for Regression. arXiv (Cornell University) (2022)

H VardhanU TimalsinaP VolgyesiJ Sztipanovits

deep learningengineering designengineering

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Janos Sztipanovits

Professor

Vanderbilt University

Affiliations

College of Connected Computing

Computer Science

Graduate School

Computer Science

School of Engineering

Electrical and Computer Engineering

Janos Sztipanovits is currently serving as a College Of Connected Computing Professor at Vanderbilt 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

Janos Sztipanovits

Vanderbilt University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

ANVIL: An Integration of Artificial Intelligence, Sampling Techniques, and a Combined Cad-Cfd Tool. arXiv (Cornell University) (2024)

H VardhanU TimalsinaM SandbornD HydeP VolgyesiJ Sztipanovits

combined cad-cfd toolsurface scienceearth science

ANVIL: An Integration of Artificial Intelligence, Sampling Techniques, and a Combined Cad-Cfd Tool. (2024)

Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls. Ocean Engineering (2024)

H VardhanD HydeU TimalsinaP VolgyesiJ Sztipanovits

engineering optimizationdesign optimizationsurrogate-based design optimizationmechanical engineeringunderwater vehicle hullsmarine engineeringengineering

A Reference Architecture of Human Cyber-Physical Systems – Part I: Fundamental Concepts. ACM Transactions on Cyber-Physical Systems (2023)

systems engineeringfundamental conceptscyber-physical systemsreference architecturehuman cyber-physical systems

A Reference Architecture of Human Cyber-Physical Systems – Part III: Semantic Foundations. ACM Transactions on Cyber-Physical Systems (2023)

systems engineeringcyber-physical systemssemantic foundationsreference architecturehuman cyber-physical systems

A References Architecture for Human Cyber Physical Systems - Part II: Fundamental Design Principles for Human-Cps Interaction. ACM Transactions on Cyber-Physical Systems (2023)

architecturesystems engineeringcyber-physical systemsfundamental design principlesreference architecturehuman-cps interaction

Constrained Bayesian Optimization for Automatic Underwater Vehicle Hull Design. (2023)

H VardhanP VolgyesiW HedgecockJ Sztipanovits

roboticsbayesian optimizationmarine engineeringapplied mathematicsengineering

Fusion of ML With Numerical Simulation for Optimized Propeller Design. arXiv (Cornell University) (2023)

design optimizationengineering optimizationmechanical engineeringfusion system designpropulsionturbomachineryfusionoptimized propeller designaerospace propulsionrotor dynamicsengineering

Search for Universal Minimum Drag Resistance Underwater Vehicle Hull Using Cfd. Mechanisms and machine science (2023)

H VardhanJ Sztipanovits

mechanism analysismechanical engineeringfluid dynamicscomputational fluid dynamicsmarine engineeringengineering

Data Efficient Surrogate Modeling for Engineering Design: Ensemble-Free Batch Mode Deep Active Learning for Regression. arXiv (Cornell University) (2022)

H VardhanU TimalsinaP VolgyesiJ Sztipanovits

deep learningengineering designengineering

1
2
3
4
5
48
10 / page

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