Faculty

Institution

Unit

Venue

Conrad Tucker

Trustee Professor Trustee Professor of Mechanical Engineering

Carnegie Mellon University

Affiliations

College of Engineering

Biomedical Engineering

Conrad Tucker is currently serving as a Biomedical Engineering Trustee Professor Trustee Professor of Mechanical Engineering at Carnegie Mellon University.

Honors

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Experiences

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Education

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Conrad Tucker

Carnegie Mellon University

Trustee Professor Trustee Professor of Mechanical Engineering

You can click a keyword to filter the displayed items

data science machine learning data mining computer science computational intelligence knowledge discovery intelligent computing predictive analytics graph theory additive manufacturing machine learning research manufacturing technology advanced manufacturing technologies graph neural networks engineering robotics feature engineering social robotics online information adversarial machine learning computational fabrication extended reality computer graphics machine vision technological forecasting manufacturing science data-driven prediction prediction modelling real-time computer graphics trend analysis 3d modeling model optimization engineering design comparative study social sciences pattern recognition computer vision african development african studies system science classifier systems support vector machines social inclusion augmented reality trend prediction product forecasting demand forecasting data portability data governance digital citizenship data sovereignty analysis pattern pattern mining process discovery multimedia mining social multimedia tagging large language models question answering visual reasoning visual question answering human-machine interaction human-machine interfaces product archaeology component prediction large graph environments adversarial cascades human movement patterns manufacturing environments preference trend mining predictive product design exploring data embassies digital sovereignty emergent behavior unlabeled online media benchmark specimens stochastic fem ai architecture intelligent systems advanced intelligent system artificial intelligence multidisciplinary ai applied artificial intelligence systems engineering cyber-physical systems computer security ai safety cyber security engineering information security

Notable Scholarly Works

Notable Federal Grants

Collaborators

Beyond Borders: Exploring Data Embassies as a Strategy for Digital Sovereignty in Africa. (2025)

african developmentsecurity studiesdata sovereigntydigital citizenshipafrican studiesdata governanceinformation policyexploring data embassiesinternational relationsdigital sovereigntydata portabilitypublic policy

Data-Driven 3D-Printed Material Data Prediction From Benchmark Specimens. Journal of Computing and Information Science in Engineering (2025)

3d modelingadditive manufacturing3d printingadvanced manufacturing technologiesmanufacturing sciencemanufacturing technologymechanical engineeringbenchmark specimensdata sciencecomputational fabrication

Neural Network Surrogate Modeling for Stochastic Finite Element Method Using Three-Dimensional Graph Representations: A Comparative Study. Journal of Mechanical Design (2025)

computational engineeringmodel optimizationnumerical simulationsgraph representationsstochastic femcomparative studyengineeringsoft computingcomputer engineeringneural network (machine learning)graph neural networksmodeling and simulationengineering optimizationapplied mathematics

Simulation vs. Hallucination: Assessing Vision-Language Model Question Answering Capabilities in Engineering Simulations. (2025)

artificial intelligencecognitive sciencequestion answeringvisual question answeringsemantic evaluationengineering simulationsknowledge representation and reasoningcomputational intelligencelanguageautomated reasoninglanguage modelsvisual reasoninglarge language models

Mitigating Adversarial Cascades in Large Graph Environments. Expert Systems with Applications (2024)

James D. CunninghamConrad S. Tucker

computer scienceadversarial cascadesgraph theoryadversarial machine learninglarge graph environments

Culturally Competent Social Robots Target Inclusion in Africa. Science Robotics (2023)

Adedayo AkinadeYohannes HaileNatasha MutanganaConrad TuckerDavid Vernon

social sciencessocial inclusionsocial roboticsrobotics

Classification of Unlabeled Online Media. Research Square (Research Square) (2020)

unlabeled online mediacontent analysissocial multimedia taggingcommunicationmultimedia miningdata scienceinformation retrievalonline information

Comparing Attribute- and Form-Based Machine Learning Techniques for Component Prediction. (2020)

computer sciencepredictive analyticsclassifier systemsdata-driven predictionfeature engineeringintelligent computingdata miningcomputational intelligencedata sciencemachine learning researchsupport vector machinesprediction modellingpattern recognitionmachine learningcomponent prediction

Real-Time Occlusion Between Real and Digital Objects in Augmented Reality. (2018)

computer graphicsvisual perceptioncomputer visionmachine visionreal-time computer graphicsextended realityaugmented reality

Towards Co-Robot Navigation in Manufacturing Environments Through Machine Learning of Human Movement Patterns. CRC Press eBooks (2017)

A. MohammedT. ViolaC.S. TuckerJ.P. Duarte

systems engineeringhuman movement patternsmanufacturing environmentsroboticsmachine learning

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Conrad Tucker

Trustee Professor Trustee Professor of Mechanical Engineering

Carnegie Mellon University

Affiliations

College of Engineering

Biomedical Engineering

Conrad Tucker is currently serving as a Biomedical Engineering Trustee Professor Trustee Professor of Mechanical Engineering at Carnegie Mellon 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

Conrad Tucker

Carnegie Mellon University

Trustee Professor Trustee Professor of Mechanical Engineering

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Beyond Borders: Exploring Data Embassies as a Strategy for Digital Sovereignty in Africa. (2025)

Data-Driven 3D-Printed Material Data Prediction From Benchmark Specimens. Journal of Computing and Information Science in Engineering (2025)

Neural Network Surrogate Modeling for Stochastic Finite Element Method Using Three-Dimensional Graph Representations: A Comparative Study. Journal of Mechanical Design (2025)

Simulation vs. Hallucination: Assessing Vision-Language Model Question Answering Capabilities in Engineering Simulations. (2025)

Mitigating Adversarial Cascades in Large Graph Environments. Expert Systems with Applications (2024)

James D. CunninghamConrad S. Tucker

computer scienceadversarial cascadesgraph theoryadversarial machine learninglarge graph environments

Culturally Competent Social Robots Target Inclusion in Africa. Science Robotics (2023)

Adedayo AkinadeYohannes HaileNatasha MutanganaConrad TuckerDavid Vernon

social sciencessocial inclusionsocial roboticsrobotics

Classification of Unlabeled Online Media. Research Square (Research Square) (2020)

unlabeled online mediacontent analysissocial multimedia taggingcommunicationmultimedia miningdata scienceinformation retrievalonline information

Comparing Attribute- and Form-Based Machine Learning Techniques for Component Prediction. (2020)

Real-Time Occlusion Between Real and Digital Objects in Augmented Reality. (2018)

computer graphicsvisual perceptioncomputer visionmachine visionreal-time computer graphicsextended realityaugmented reality

Towards Co-Robot Navigation in Manufacturing Environments Through Machine Learning of Human Movement Patterns. CRC Press eBooks (2017)

A. MohammedT. ViolaC.S. TuckerJ.P. Duarte

systems engineeringhuman movement patternsmanufacturing environmentsroboticsmachine learning

1
2
3
4
5
6
7
10 / page

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Kyoung-Yun Kim

Institution

Wayne State University

manufacturing

smart manufacturing

Levent Burak Kara

Institution

Carnegie Mellon University

computational engineering

advanced manufacturing

Janardhan Rao Jana Doppa

Institution

Oregon State University

industrial artificial intelligence

machine learning

Sandipan Mishra

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Rensselaer Polytechnic Institute

unmanned aircraft system

unmanned aerial vehicles

Harrison Hyung Min Kim

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sustainable energy

sustainable design

Douglas H Fisher

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computational intelligence

learning classifier system

Thomas G. Dietterich

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Oregon State University

robust artificial intelligence

multidisciplinary ai

Timothy W. Simpson

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Pennsylvania State University

engineering optimization

design

William Regli

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University of Maryland, College Park

design

robotics automation

Pingfeng Wang

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University of Illinois Urbana-Champaign

resilience

sustainable design