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data-analysis machine-learning dft scaling pytorch gromacs gaussian molecular-dynamics computational-chemistry data-science genomics research-facilitation python spark spack kubernetes training

Xiaoqin Huang

Rice University

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ACCESS-account ACCESS-credits adding-users affinity-group allocations-extension allocations-proposal anvil bridges-2 darwin delta documentation expanse rockfish stampede2 transfer-su xdmod tickets data-analysis deep-learning dft machine-learning neural-networks openstack globus github benchmarking checkpoint debugging memory optimization parallelization performance-tuning profiling scaling scripting amber bioinformatics charmm gamess gaussian gromacs lammps molecular-dynamics namd pytorch tensorflow biology computational-chemistry data-science genomics quantum-mechanics open-ondemand cgroups condo gpu nvidia batch-jobs schedulers job-array bash git pthreads ssh proposal-development research-facilitation research-grants community-outreach anaconda c c++compiling conda cuda fortran jupyterhub mpi openmp openmpi programming python containers dependencies easybuild docker interactive-mode pip singularity software-installation

Aaron Jezghani

Georgia Institute of Technology

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Xiaoluo Jiao

Columbia University, Mailman School of Public Health

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sas data-wrangling data-management data-reproducibility biology bioinformatics genomics machine-learning psychology git github programming cleanup r

Konda Reddy Karnati

Bowie State University

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machine-learning big-data bash ACCESS ACCESS-account management campus-champions xsede professional-development mentorship cuda programming python genomics computational-chemistry artificial-intelligence bioinformatics centos

Dean Karres

University of Illinois at Urbana-Champaign

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programming scripting unix-environment vim

Madhukara Kekulandara

University of Rhode Island

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Gaurav Khanna

University of Rhode Island

Professor/Director

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Donna Kim

Rensselaer Polytechnic Institute

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c++programming

burak konduk

Metropolitan State University

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ai artificial-intelligence social-sciences professional-development mentorship workforce-development campus-champions xsede programming data-analysis machine-learning data-science cognitive-science

Kyle Krick

San Diego State University

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azure github-pages github api git vim programming programming-best-practices python jupyterhub sql cilogon kubernetes version-control containers docker

Supriya Kumari Kushwaha

Northeastern University

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ai generative-ai llm machine-learning supervised-learning unsupervised-learning data-analysis visualization python artificial-intelligence data-science data-management database

Alexandra Lamtyugina

University of Hawaii, Manoa

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Dylan Le

Rensselaer Polytechnic Institute

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bash programming c++python programming-best-practices monte-carlo mpi

Louis Li

Brown University

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David Liu

Purdue University

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CCMNet

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ai deep-learning generative-ai machine-learning llm NAIRR-pilot neural-networks supervised-learning reinforcement-learning nlp unsupervised-learning linear-programming monte-carlo big-data aws azure cloud cloud-computing cloud-open-source cloud-storage account application-status change-organization delete-account documentation email-change email-duplication profile password login license errors proposal-request reporting tickets verification-code archiving backup data data-access-protocols data-lifecycle data-management data-management-software data-provenance data-reproducibility data-retention data-sharing data-transfer data-wrangling database doi file-formats file-system file-transfer github file-limit github-pages globus metadata quota s3 workflow weka storage sftp scratch checkpoint core-dump cpu-bound dmtcp memory profiling scaling benchmarking debugging IO-issue parallelization optimization performance-tuning tuning timing-issue xalt opencv natural-language-processing pytorch tensorflow api open-ondemand science-gateway administering-hpc cluster-management cgroups gpu DNS hpc-cluster-architecture sdn serverless-hpc provisioning nfs networking bash cleanup environment-modules screen git vim permissions modules os scripting vm x11 ssh tcp tcsh tmux ACCESS ACCESS-account ACCESS-allocations anvil FABRIC expanse open-science-grid jetstream abstract affiliations campus-champions management community-outreach citation mentorship professional-development project-management publication-database research-grants software-carpentry research-facilitation training workforce-development xsede anaconda c c++compiling conda html hadoop gcc gui fortran cuda java javascript julia jupyterhub openmp mpi openmpi programming programming-best-practices pthreads python sas Rust react scikit-learn spark spss sql xml batch-jobs core-hours gridengine job-charging job-array job-accounting job-failure job-sizing job-submission lsf pre-emption pending-jobs pbs process-killed resources slurm schedulers sge scheduling artificial-intelligence computer-science computational-chemistry data-science materials-science mathematics quantum-computing statistics cybersecurity duo encryption federated-authentication firewall key-management putty rdp spectrum-scale secure-data-architecture terminal-emulation-and-window-management vpn vnc containers dependencies docker kubernetes pip version-control software-installation

shuai liu

University of Arkansas

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Aniruddha Maiti

West Virginia State University

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ai computer-vision deep-learning llm generative-ai machine-learning neural-networks nlp supervised-learning unsupervised-learning artificial-intelligence data-science

Lenore Martin

University of Rhoide Island

Tenured Associate Professor

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Gabrielle Martinez

Pace University

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stata github github-pages r api programming data-analysis weka gis data-science python data-reproducibility

Abdullah Al Maruf

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CCMNet

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Aidan McCrillis

University of Rhode Island

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bioinformatics data-science biology python

Neil McGlohon

IBM Research

Research Scientist

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programming mpi big-data benchmarking ai machine-learning neural-networks anaconda bash distributed-computing slurm conda unix-environment