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ROAR User Guide » Roar User Guide » Getting Help: From Self-Service to Full-Service

Table of Contents

2024 External Review Report
A tale of two [equatorial] mountains: state-space modeling of tropical plant communities from fossil data (Faculty/Rising Researcher Collaboration Opportunity)
About ICDS
Accelerating AlphaFold3 for High-Throughput Protein Design (Faculty/Rising Researcher Collaboration Opportunity)
Access Roar and Roar Collab Online
Account Set-Up
Adaptive Smart Homes for the Elderly: AI, VR, and IoT for Independent Living (Faculty/Rising Researcher Collaboration Opportunity)
Adaptive Therapy Optimization via Surrogate Tumor Digital Twins and Deep Reinforcement Learning (Faculty/Rising Researcher Collaboration Opportunity)
Address the impacts of changing ocean circulation on US hydroclimate (Faculty/Rising Researcher Collaboration Opportunity)
Advanced Deblurring of Electron Beam Induced Motion for High-Resolution CryoEM 3D Reconstructions using Electron Event Data (Faculty/Rising Researcher Collaboration Opportunity)
Advancing Air Pollution Exposure Assessment with Machine Learning Techniques (Faculty/Rising Researcher Collaboration Opportunity)
AgriTwin: Real-Time Digital Twin Framework for Climate-Smart Farming (Faculty/Rising Researcher Collaboration Opportunity)
AI-Enabled System for UAV Precision Descent and Touchdown (Faculty/Rising Researcher Collaboration Opportunity)
AI-Enhanced Dynamic Assessment of ESL Academic Writing
AI-Enhanced Dynamic Assessment of ESL Academic Writing (Faculty/Junior Researcher Collaboration Opportunity)
AI-Supported Cyber Safety Curriculum for Youth: Design, Development, and Evaluation (Faculty/Rising Researcher Collaboration Opportunity)
Algorithmic Affidavits and Automation Bias: Empirical Evaluation of Generative AI in Police Report Writing (Faculty/Rising Researcher Collaboration Opportunity)
An improved pipeline to detect astrophysical transients in Atacama Cosmology Telescope time-resolved survey data (Faculty/Rising Researcher Collaboration Opportunity)
Analyzing Human and Social Dynamics Through Social Sensing (Faculty/Rising Researcher Collaboration Opportunity)
Application of Transformer-Based Machine Learning Models to Whole Organism Computational Phenomics (Faculty/Rising Researcher Collaboration Opportunity)
Assessment of Geological CO Storage and Geothermal Resources in the Appalachian Basin and Globally (Faculty/Rising Researcher Collaboration Opportunity)
Benchmarking for Quantum Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
Better Left Unsaid: Preventing Hallucinations by Learning Abstention (Faculty/Rising Researcher Collaboration Opportunity)
Beyond memorization: Text generators may plagiarize beyond ‘copy and paste’
Building representative karst morphologies to model saltwater intrusion in South Florida (Faculty/Rising Researcher Collaboration Opportunity)
Building Digital Twins of Personalized Models for Alzheimer’s Disease Prevention and Treatment (Faculty/Rising Researcher Collaboration Opportunity)
Building Toolbox to Characterize the NEID Earth Twin Survey Detection Efficiency (Faculty/Rising Researcher Collaboration Opportunity)
Calculate Your Monthly Compute Charges
Careers
Classifying Weakly Detected Gamma-ray Transients (Faculty/Rising Researcher Collaboration Opportunity)
Client Support Center (iASK Center)
Code and Application Development on Roar
Complete Details and FAQs: ICDS Faculty and Rising Researcher Collaborations
Computational Mapping of Alternative Dispute Resolution Institutions (Faculty/Rising Researcher Collaboration Opportunity)
Computational Perspectives for Quantum Phases of Matter (Faculty/Rising Researcher Collaboration Opportunity)
Computational Research Consulting with RISE
Connecting to Roar
Connecting to Roar Collab
Converting MOAB (Roar) Submission Scripts to Slurm (Roar Collab)
CyberAccelerate Workshop
Cyberinfrastructure Faculty Advisory Council & Power Users Group
Data Protection and Retention Policy (ICDS-P020)
Data-Driven Discovery of Regulatory Mechanisms and Cellular Resource Allocation via Multi-Modal Data Integration (Faculty/Rising Researcher Collaboration Opportunity)
De-risking the commercialization of advanced nuclear reactors through innovative financing vehicles (Faculty/Rising Researcher Collaboration Opportunity)
Deciphering systemic biological networks through AI-driven multi-omic integration (Faculty/Rising Researcher Collaboration Opportunity)
Deep Learning Approximation to Intractable Likelihood Functions (Faculty/Rising Researcher Collaboration Opportunity)
Designing Adaptive Reservoir Operations Using Multi-Objective Reinforcement Learning (Faculty/Rising Researcher Collaboration Opportunity)
Details on the Roar Collab Open Queue
Develop machine learning models to study cell-type-specific aging using single-cell methylation data in the Uzun Lab (Faculty/Rising Researcher Collaboration Opportunity)
Developing Functionally Equivalent Proxy Systems for AI: A Framework for Code Similarity Analysis, Asynchronous Digital Twin Proxies, and Proxy Repository Implementation (Faculty/Rising Researcher Collaboration Opportunity)
Developing Workforce-Informed Digital Twins for Smart Redevelopment Site Classification (Faculty/Rising Researcher Collaboration Opportunity)
Development of a Digital Twin Model for Stirred Milling Process by Integrating Machine Learning Models and Discrete Element Method Simulations
Development of a Web-Based Platform for Structured CryoEM Data Collection and Metadata Management (Faculty/Rising Researcher Collaboration Opportunity)
Development of an AI image classifier for detecting vulnerability of African ecosystems under changing climates using ancient data (Faculty/Rising Researcher Collaboration Opportunity)
Development of Data-based AI-driven Toolkits for Energy Industry Using Distributed Fiberoptic Sensing (Faculty/Rising Researcher Collaboration Opportunity)
Development of Digital Twin for Liquid Cooled Data Centers (Faculty/Rising Researcher Collaboration Opportunity)
Development of High-fidelity and Reduced-order Models for Thermal Runaway (Faculty/Rising Researcher Collaboration Opportunity)
Development of standardized file format to maximize data shareability across disciplines (Faculty/Rising Researcher Collaboration Opportunity)
Digital Thebes: A Comprehensive Database for Egyptian Antiquities Education and Research (Faculty/Rising Researcher Collaboration Opportunity)
Dynamic numerical models of flank collapse and tsunami (Faculty/Rising Researcher Collaboration Opportunity)
Dynamically Adjustable Queue to Optimize the Roar GPU Cluster (Faculty/Rising Researcher Collaboration Opportunity)
Efficient Adaptation of Trained Models When Utilities of Model Predictions Change (Faculty/Rising Researcher Collaboration Opportunity)
Electronic Health Record (EHR) Based Conversational System for Clinical Decision Support (Faculty/Junior Researcher Collaboration Opportunity)
EMBEDDING INTELLIGENCE IN 3D MODELING WORKFLOWS : AN APPROACH FOR LANGUAGE LANGUAGE MODELS TO ASSIST USERS IN 3D MODELING USING NATURAL LANGUAGE (Faculty/Rising Researcher Collaboration Opportunity)
Enhancing Road Safety Through Real-Time AI-Powered Drowsiness Detection and Alert system Using EEG Eye-Blink Artifacts (Faculty/Rising Researcher Collaboration Opportunity)
Enhancing Rural Supply Chains with AlphaFold-Inspired Deep Learning (Faculty/Rising Researcher Collaboration Opportunity)
Enhancing Satellite Deformation Measurements using Deep Learning (Faculty/Rising Researcher Collaboration Opportunity)
Enhancing the Roar User Experience (Faculty/Rising Researcher Collaboration Opportunity)
Estimating the causal effects of clinical interventions from observational electronic health records (Faculty/Rising Researcher Collaboration Opportunity)
Evaluating Generative AI Tools for Qualitative Analysis (Faculty/Rising Researcher Collaboration Opportunity)
Exoplanet Demographics Combining Multiple Detection Method (Faculty/Rising Researcher Collaboration Opportunity)
Explorations in Quantum Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
Exploring Phonon Dynamics of Defective Transition Metal Dichalcogenides (TMDs) using Quantum Mechanics, ReaxFF and Machine Learning Methods (Faculty/Rising Researcher Collaboration Opportunity)
External Supercomputing Training Resources
- Roar Supercomputer On-demand Tutorial Videos
Faculty Research Collaborations with Junior Researchers – List of Proposals
Faculty Research Collaborations with Rising Researchers – List of AI Proposals
Faculty Research Collaborations with Rising Researchers – List of Computational Science Proposals
Faculty Research Collaborations with Rising Researchers – List of Data Science Proposals
Faculty Research Collaborations with Rising Researchers – List of Digital Twin Proposals
Faculty Research Collaborations with Rising Researchers – List of Quantum Science Proposals
Federated estimation of causal effects from observational data (Faculty/Rising Researcher Collaboration Opportunity)
File Storage on Roar Collab
Fire and climate change impacts in a tropical biodiversity hotspot (Rwenzori Mtns, Uganda): remote sensing to understand abrupt ecosystem change
Fitting accretion disk models to optical spectra of supermassive black holes: faster exploration of parameter degeneracies with nested sampling (Faculty/Rising Researcher Collaboration Opportunity)
Forecasting volcanic eruptions using data fusion (Faculty/Rising Researcher Collaboration Opportunity)
Game-Style Outdoor Airflow Simulation for Fast Design of Cooling Systems (Faculty/Rising Researcher Collaboration Opportunity)
Geodetic inversion and optimization using physics-based FEMs models and AI ( (Faculty/Rising Researcher Collaboration Opportunity)
GPU speedup for an exploration of non-Markovianity and qubit systems (Faculty/Rising Researcher Collaboration Opportunity)
Home
How to Purchase Compute Credits in iLab
ICDS – P020: Data Protection and Retention
ICDS Diversity & Data Science Symposium
ICDS Events
- ICDS Virtual Symposium 2020
- Penn State Distinguished AI Seminar Series
ICDS External Review Report
ICDS Funding for Faculty Collaborations with Rising Researchers – 2025/2026
ICDS News
ICDS Project Management Office
ICDS Student Group
ICDS Symposium
ICDS- P030: Access Control
ICDS-P040: Software Acceptable Use
ICDS-P060: Service Level Agreement (SLA) – Terms & Conditions
ICDS-P070: Incident Response
ICDS-P080: Training Support
Identify the causes of the signal-to-noise paradox in the North Atlantic Oscillation (Faculty/Rising Researcher Collaboration Opportunity)
Improving economic outcomes via AI-powered bank monitoring and risk management (Faculty/Rising Researcher Collaboration Opportunity)
Inference on Multivariate Gaussian Processes via Deep Learning Neural Networks for Astronomical Time Series Data Analysis (Faculty/Rising Researcher Collaboration Opportunity)
Informing the detection of flash drought events by mining and modeling media reports (Faculty/Rising Researcher Collaboration Opportunity)
Institute for AI-Enabled Materials Discovery, Design, and Synthesis
- AIMS Events
- AIMS People
Integrating marine geochemistry, physical dynamics, and volcanology in the geological record: an Oceanic Anoxic Event 2 case study (Faculty/Rising Researcher Collaboration Opportunity)
Interpreting the biological concepts learned by neural networks in genomic predictive tasks (Faculty/Rising Researcher Collaboration Opportunity)
Large Language Models as Noisy Oracles for Constructing Causal Models (Faculty/Rising Researcher Collaboration Opportunity)
Learning Linear Temporal Logic under Uncertainty for Sustainable Behavioral Change Interventions (Faculty/Rising Researcher Collaboration Opportunity)
Learning on the Edge With Hyperdimensional Computing (Faculty/Rising Researcher Collaboration Opportunity)
Linking Multidimensional Sleep Health to Cognitive Function in Older Adults Using Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
LLM-Augmented Digital Twin Framework for Building Material Reuse and Recycling Assessment (Faculty/Rising Researcher Collaboration Opportunity)
Machine Learning for Health Risk Prediction from Longitudinal Health Data (Faculty/Rising Researcher Collaboration Opportunity)
Machine learning techniques to identify ‘state-changing’ and anomalous behavior in astrophysical time series (Faculty/Rising Researcher Collaboration Opportunity)
Machine-Learning Angle-Resolved Photoemission Spectroscopy under Tunable Magnetic Fields (Faculty/Rising Researcher Collaboration Opportunity)
Managing Jobs on Roar Collab
Managing Your Paid Allocation on Roar Collab
Mapping Language Model Failures Through Community Experience: A Study of Multilingual Researchers (Faculty/Rising Researcher Collaboration Opportunity)
Mechanisms and predictability of subsurface marine heatwaves along the continental shelf of eastern US (Faculty/Rising Researcher Collaboration Opportunity)
Millions of Galaxies but No Time: Rapid Inference of Galaxy Properties with Neural Density Estimators (Faculty/Rising Researcher Collaboration Opportunity)
ML-Enhanced Multiphysics Modeling for Packed-Bed Thermal Energy Storage Optimization
Neural-Network based optimization of wave functions of interacting electrons (Faculty/Rising Researcher Collaboration Opportunity)
New ICDS Prices and Usage Model 2025
Non-Invasive Turkey Body Weight Monitoring (Faculty/Junior Researcher Collaboration Opportunity) and Prediction via Deep Visual Time Series Analysis
Normalizing flows for Bayesian Model Comparison: Detecting Extrasolar Planets(Faculty/Rising Researcher Collaboration Opportunity)
Parallel Computing using MATLAB on Roar
Past Events
PolliSense: AI-powered Habitat Quality Assessment and Biodiversity Improvement (Faculty/Rising Researcher Collaboration Opportunity)
Predict Arctic Sea Ice Variability from Atmospheric River Activities and the Time of Arrival of Ice-free Arctic (Faculty/Rising Researcher Collaboration Opportunity)
Predicting genomic regulatory elements across species using domain adaptive neural networks (Faculty/Rising Researcher Collaboration Opportunity)
Predicting HIV care loss-to-follow-up using machine learning (Faculty/Rising Researcher Collaboration Opportunity)
Prediction and Discovery of Many-Body Phenomena in Quantum Simulators Enabled by High-Performance Computation (Faculty/Rising Researcher Collaboration Opportunity)
Privacy-Preserving Linear Regression and Synthetic Data for Reproducible Social Science Research (Faculty/Rising Researcher Collaboration Opportunity)
Probabilistic Digital Twins for Predicting Chaotic Bifurcations in High-Speed Aeroelasticity (Faculty/Rising Researcher Collaboration Opportunity)
Protein Misfolding, Mutations and the Emergence of Disease Phenotypes (Faculty/Rising Researcher Collaboration Opportunity)
Quantum Algorithms and Quantum Enhanced Machine Learning for Transient Simulations in Large Scale Nonlinear Dynamical Systems (Faculty/Rising Researcher Collaboration Opportunity)
Quantum simulations of many body physics and field theories (Faculty/Rising Researcher Collaboration Opportunity)
Quick Start Guide for the ICDS Dibbs Openshift Test Cluster
Reduced order modeling for supersonic and hypersonic aerodynamic flows via probabilistic machine learning (Faculty/Rising Researcher Collaboration Opportunity)
Request an i-ASK Zoom Consultation
Research
Research Powered by Roar
- Tell us about your Roar-powered research
Resource Request for HPC Deployment Automation for AI/HPC systems (Faculty/Rising Researcher Collaboration Opportunity)
Resource Request for Junior Researchers (Systems Engineering) support for cluster account lifecycle management (Faculty/Rising Researcher Collaboration Opportunity)
Resource Request for Junior Researchers (Systems Engineering) Support for Social Sciences Research Computing (Faculty/Rising Researcher Collaboration Opportunity)
Resource Request for RAG-Based HPC User Support Chatbot (Faculty/Rising Researcher Collaboration Opportunity)
Resources for Researchers
Reverberation Mapping Time Lag Estimation via Deep Learning Neural Networks (Faculty/Rising Researcher Collaboration Opportunity)
Roar Collab Early Adopters
Roar Collab High Performance Computing Cluster
Roar Collab Software Request Form
Roar Collab User Guide
Roar Outage Details
Roar Restricted and Roar Collab Price Lists 2025
Roar System Outages
Roar System Specifications
Roar User Guide
Roar User Guide Feedback
Running Batch Jobs on Roar Collab
Running Interactive Jobs on Roar Collab
Search
Service Details and Rates
Sign Up for ICDS Announcements
Simulate and forecast magma propagation through fractures using extended finite elements (Faculty/Rising Researcher Collaboration Opportunity)
Sitemap
Software Available on the Roar Collab Cluster
Software Available through the Roar Cluster
Spinal Fatigue Prediction in High-G Environments Using Human Digital Twins (Faculty/Rising Researcher Collaboration Opportunity)
Sponsorship Opportunities at the Fall 2023 ICDS Symposium
Submitting Jobs on Roar Collab
Symposium Fireside Chat Questions
Technical Details on the Roar Collab August Outage
Test implementation of a distributed database system for privacy-preserving data analysis (Faculty/Rising Researcher Collaboration Opportunity)
Topological Data Analysis for the Quantification of Prostate Cancer Heterogeneity (Faculty/Rising Researcher Collaboration Opportunity)
Transfer Learning for Predicting Local Atomic Order in Multi-Principal Element Alloys (Faculty/Rising Researcher Collaboration Opportunity)
Transfer Learning for Predicting Local Atomic Order in Multi-Principal Element Alloys (Faculty/Rising Researcher Collaboration Opportunity)
TwinSight: A Data-Driven Digital Twin Framework for Human-Centric Health Monitoring (Faculty/Rising Researcher Collaboration Opportunity)
Unrestricted MeanField Analysis for Quantum Materials via Machine Learning (Faculty/Rising Researcher Collaboration Opportunity)
Using a Paid Allocation on Roar Collab
Using AI to learn and generate physically consistent and realistic landscape topography and fluvial river bathymetry (Faculty/Rising Researcher Collaboration Opportunity)
Using Artificial Intelligence (AI) to Understand Neural and Behavioral Variability (Faculty/Rising Researcher Collaboration Opportunity)
Using Biobank Data to Explore Biological Mediators of Education-Related Protection against Dementia
Using Biobank Data to Explore Biological Mediators of Education-Related Protection against Dementia (Faculty/Junior Researcher Collaboration Opportunity)
Using GPUs on Roar Collab
Volcanic (LIP) gas fluxes in geological history using geochemical models (Faculty/Rising Researcher Collaboration Opportunity)
Web-based Model Visualization / Creation for Structural Equation Models (Faculty/Rising Researcher Collaboration Opportunity)
Your next-door neighbor, nuclear reactor: real estate and societal readiness (Faculty/Rising Researcher Collaboration Opportunity)
Zentropy-Based Insights into Short-Range Order and Mechanical Properties in High Entropy Alloys (Faculty/Rising Researcher Collaboration Opportunity)
Authentication and Access Control Policy (Roar Supercomputer)
Getting Started
ICDS Innovation Infrastructure
ICDS Policies
More HPC Workshops
Roar Supercomputer Users’ Guide
Roar Training Series
Software
Industry and Government Opportunities
Roar Software
Software Available on the Roar-Collab Cluster

Getting Help: From Self-Service to Full-Service

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