Faculty

Institution

Unit

Venue

Christopher Carothers

Professor

Rensselaer Polytechnic Institute

Affiliations

School of Science

Computer Science Department

Office for Research

Center for Computational Innovations

Christopher Carothers is currently serving as a Computer Science Professor at Rensselaer Polytechnic Institute.

Honors

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Experiences

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Education

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Christopher Carothers

Rensselaer Polytechnic Institute

Professor

You can click a keyword to filter the displayed items

computer science computer engineering parallel computing high performance computer architecture scalability parallel programming modeling and simulation distributed systems computer architecture systems engineering networked system design scientific computing distributed simulations network simulation simulation infrastructure cluster computing data science communications systems massively-parallel computing network analysis large-scale simulations high performance computing parallel performance evaluation design automation high performance computer network computational science system software microarchitecture computational intelligence interconnection network architecture supercomputer architecture telecommunication networks parallel processing network performance time warp numerical algorithms high-performance architectures interconnection networks storage performance neuromorphic engineering reverse computation visualization parallel visualization case studies information visualization parallel storage monte carlo optimistic simulation medical physics distributed computing hardware acceleration mobile computing visual analytics interactive visualization storage management mobile communications computational challenges reliability engineering network visualizations network routing algorithm scalable routing network routing network traffic control neurocomputers computational visualization transmission line matrix burst buffers dragonfly networks network topologies dragonfly topology actual torus network torus network model alert preferences slim fly model exascale storage dose calculation computational paradigm high-fidelity models computer simulation systems modeling computer modeling

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Directing Pdes and Surrogate Models in Loosely Coupled Hybrid Simulations. (2025)

Kevin A. BrownElkin Cruz-CamachoKazutomo YoshiiXin WangZhiling LanChristopher D. CarothersRobert B. Ross

computational engineeringnumerical simulationsnumerical method for partial differential equationengineeringnumerical analysisscientific computinglarge-scale simulationssystems modelingpde-constrained optimizationsurrogate modelsmulti-physics modellingnumerical mathematicspartial differential equationsmodeling and simulationmultiphysics problemsmultiscale modelingapplied mathematics

Intelligent Modeling and Simulation Life Cycle. (2025)

Philipp AndelfingerAlessandro PellegriniChristopher D CarothersMargaret LoperWen Jun TanVerena WolfWentong Cai

systems engineeringsystem simulationintelligent systemssimulation languagedesign automationsimulation life cyclesystems modelingintelligent computingsimulation frameworkdata modelingmodeling and simulation

Intelligent Modeling and Simulation Life Cycle. (2025)

Philipp AndelfingerAlessandro PellegriniChristopher D CarothersMargaret LoperWen Jun TanVerena WolfWentong Cai

artificial intelligencecomputer scienceintelligent systemsdesign automationlarge-scale simulationssystems modelingintelligent computingsimulation life cyclecomputer engineeringsimulation frameworkcomputational intelligencemodeling and simulationsimulation methodologymachine learning

Introduction to the Special Issue on Pads 2023. ACM Transactions on Modeling and Computer Simulation (2025)

Dong JinChristopher Carothers

mechatronicsequipment designtechnologyindustrial designpads 2023device designelectronic packaging

Medical Multimodal Multitask Foundation Model for Lung Cancer Screening. Nature Communications (2025)

Chuang NiuQing LyuChristopher D. CarothersParisa KavianiJosh TanPingkun YanMannudeep K. KalraChristopher T. WhitlowGe Wang

artificial intelligencemultimodal multitask datasetdata sciencenatural language processingmachine learningmultimodal learninghealth informaticsmultimodal llmvisual question answeringradiologybiomedical informaticsmedical imaginglung cancer riskmedical image computinglung cancer screeningmachine learning researchdigital medicinemulti-task learningmultimodal signal processing

SYNOPSIS: Mfnetsim: A Multi-Fidelity Network Simulation Framework for Multi-Traffic Modeling of Dragonfly Systems. (2025)

Xin WangKevin A. BrownRobert B. RossChristopher D. CarothersZhiling Lan

network analysissystems engineeringdragonfly systemsnetworked system designdistributed systemsnetwork simulationsystems modelingcomputer engineeringmodeling and simulationcomplex systemsdistributed simulationsnetwork sciencemulti-traffic modeling

Accurate Hpc Network Simulations Using Application-Level Approximation. (2024)

Elkin Cruz-CamachoChristopher D. Carothers

high performance computer architecturesimulation infrastructurenetwork simulationcomputer engineeringparallel computingcluster computing

A Provably Effective Method for Pruning Experts in Fine-Tuned Sparse Mixture-Of-Experts. arXiv (Cornell University) (2024)

Chowdhury, Mohammed Nowaz RabbaniWang, MengMaghraoui, Kaoutar ElWang, NaigangChen, Pin-YuCarothers, Christopher

artificial intelligencecomputer sciencemodel optimizationmixture of expertmoe architecturedeep learningsparse neural networkfinetuned moe modelsmodel compressionmodel pruningneural network (machine learning)machine learning researchcomputational intelligencedata scienceimage representationmachine visionmachine learning

Hybrid Pdes Simulation of Hpc Networks Using Zombie Packets. ACM Transactions on Modeling and Computer Simulation (2024)

Elkin Cruz-CamachoKevin BrownXin WangXiongxiao XuKai ShuZhiling LanBob RossChristopher Carothers

computer sciencehigh performance computer architecturesurrogate modelsimulation infrastructurenetwork trafficsurrogate modelsnetwork simulationcomputer engineeringparallel computingparallel programmingmodeling and simulationcluster computing

Introduction to the Special Issue on Pads 2022. ACM Transactions on Modeling and Computer Simulation (2024)

Dong JinChristopher Carothers

artificial intelligencedesign theorycomputer scienceintelligent automationintelligent systemsartificial general intelligencedesign thinkingspecial issueai architectureintelligent computingcomputational intelligenceintelligent user interfacesdesignindustrial artificial intelligencepads 2022humanartificial intelligence collaboration

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Christopher Carothers

Professor

Rensselaer Polytechnic Institute

Affiliations

School of Science

Computer Science Department

Office for Research

Center for Computational Innovations

Christopher Carothers is currently serving as a Computer Science Professor at Rensselaer Polytechnic Institute.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Christopher Carothers

Rensselaer Polytechnic Institute

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Directing Pdes and Surrogate Models in Loosely Coupled Hybrid Simulations. (2025)

Kevin A. BrownElkin Cruz-CamachoKazutomo YoshiiXin WangZhiling LanChristopher D. CarothersRobert B. Ross

Intelligent Modeling and Simulation Life Cycle. (2025)

Philipp AndelfingerAlessandro PellegriniChristopher D CarothersMargaret LoperWen Jun TanVerena WolfWentong Cai

Intelligent Modeling and Simulation Life Cycle. (2025)

Philipp AndelfingerAlessandro PellegriniChristopher D CarothersMargaret LoperWen Jun TanVerena WolfWentong Cai

Introduction to the Special Issue on Pads 2023. ACM Transactions on Modeling and Computer Simulation (2025)

Dong JinChristopher Carothers

mechatronicsequipment designtechnologyindustrial designpads 2023device designelectronic packaging

Medical Multimodal Multitask Foundation Model for Lung Cancer Screening. Nature Communications (2025)

Chuang NiuQing LyuChristopher D. CarothersParisa KavianiJosh TanPingkun YanMannudeep K. KalraChristopher T. WhitlowGe Wang

SYNOPSIS: Mfnetsim: A Multi-Fidelity Network Simulation Framework for Multi-Traffic Modeling of Dragonfly Systems. (2025)

Xin WangKevin A. BrownRobert B. RossChristopher D. CarothersZhiling Lan

Accurate Hpc Network Simulations Using Application-Level Approximation. (2024)

Elkin Cruz-CamachoChristopher D. Carothers

high performance computer architecturesimulation infrastructurenetwork simulationcomputer engineeringparallel computingcluster computing

A Provably Effective Method for Pruning Experts in Fine-Tuned Sparse Mixture-Of-Experts. arXiv (Cornell University) (2024)

Chowdhury, Mohammed Nowaz RabbaniWang, MengMaghraoui, Kaoutar ElWang, NaigangChen, Pin-YuCarothers, Christopher

Hybrid Pdes Simulation of Hpc Networks Using Zombie Packets. ACM Transactions on Modeling and Computer Simulation (2024)

Elkin Cruz-CamachoKevin BrownXin WangXiongxiao XuKai ShuZhiling LanBob RossChristopher Carothers

Introduction to the Special Issue on Pads 2022. ACM Transactions on Modeling and Computer Simulation (2024)

Dong JinChristopher Carothers

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scalability

massively-parallel computing

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parallel computing

programming language

Laxmikant V Kale

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parallel programming model

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parallel metaheuristics

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