Welcome to the MGHPCC Virtual Booth

University of Massachusetts

UMass Amherst Research Computing and Data

RCD offers access to high-performance computing (HPC) systems, cloud computing, and large-scale data storage, enabling researchers to tackle complex computational tasks such as simulations, data analysis, and machine learning in fields ranging from life sciences to engineering and social sciences.

UMass Amherst Research Computing & Data (RCD) supports the university’s research community by providing advanced computing infrastructure, data management services, and expert consultation.

The office manages the university's central HPC environment, which includes hundreds of compute nodes and thousands of CPU cores, designed to handle the demands of large-scale, data-intensive research. RCD also provides support for specialized computing needs, such as access to GPU computing for parallel processing and AI applications. The Unity Cluster is a collaborative research computing environment supported by an interdisciplinary and multi-institutional staff of research scientists, staff and student facilitators, and systems administrators. The Unity cluster includes over 23,000 compute cores, over 1,000 GPUs, and stores 5 PB of research data. Unity serves over 2,000 users across over 450 research groups. Unity researchers use over 100 million core-hours and 4 million GPU-hours annually.

In addition to technical resources, RCD provides hands-on training, workshops, and consultation services to help researchers develop skills in scientific programming, data management, and the effective use of computational tools. The group works closely with faculty and research teams to optimize their workflows, providing tailored solutions that enhance productivity and research outcomes.

RCD is also responsible for ensuring that research data is stored and managed securely, meeting compliance requirements for sensitive data. Through these services, UMass Amherst RCD empowers researchers to advance discovery, innovation, and scholarship across diverse academic disciplines.

Research Computing and Data Group
UMass Amherst

Principal Members

Yale

Featured Projects

A complicated future for a methane-cleansing molecule (working title)
SC25 Project
A Safer Way to See Inside Cells
Adaptive Deep Learning Systems Towards Edge Intelligence
SC25 Project
AI for Cancer Diagnosis
SC25 Project
AI Pareidolia
SC25 Project
AI That Speaks Human About Health
Ancient DNA reveals pervasive directional selection across West Eurasia (working title)
Bayesian Deep Gaussian Processes for Correlated Functional Data (working title)
SC25 Project
Better Pathogen Targeting
Research Computing Center
BU Research Computing Services
SC25 Project
Building for Floods
Campus Research Computing Consortium
Cellular Protein Electrochemical Balance (working title)
Combining AI with laboratory evolution yields improved proteins (working title)
Computation + Machine Intelligence | Wu Tsai Institute
Computational Modeling of Biological Systems
Computer Simulatioons Show Strong Ocean Currents Reduce Size of Surface Waves (working title)
SC25 Project
Computing Hidden Health Threats from Heat
Contribution of Task-Irrelevant Stimuli to Drift of Neural Representations (working title)
Deciphering Alzheimer's Disease
Developing Advanced Materials for a Sustainable Energy Future
Earth & Planetary Sciences at Harvard University
MGHPCC Project
Ecosystem for Research Networking
Efficient cooling method could enable chip-based trapped-ion quantum computers (working title)
Energy Science Network
MGHPCC Project
Expanding Computing Education Pathways (ECEP) Alliance
FABRIC Testbed
SC25 Project
FlowER: AI for Predicting Chemical Reactions
SC25 Project
Grid Responsive Data Centers
Research Computing Center
Harvard FASRC
IceCube: Hunting Neutrinos
Identifying non-coding variant effects at scale via machine learning models of cis-regulatory reporter assays (working title)
IEEE High Performance Extreme Computing Conference
Impact of Marine Heatwaves on Coral Diversity
Impulse response functions as a framework for quantifying ocean-based carbon dioxide removal (working title)
Internet2
Research Computing Center
Lincoln Laboratory Supercomputing Center (LLSC)
SC25 Project MGHPCC Project
Massachusetts AI Hub
SC25 Project MGHPCC Project
MGHPCC AI Computing Resource (AICR)
MGHPCC Supercloud
SC25 Project
Microplastic-Free by Design
MIT chemists design impact-resistant plastics (working title)
Research Computing Center
MIT Office of Research Computing and Data
SC25 Project
Multifunctional 3D-Printed Materials
MGHPCC Project
National Data Platform
SC25 Project
Naval and Ocean Renewable Energy Hydrodynamics
Research Computing Center
NEU Research Computing
New MetaMaterials Take Inspiration from Deep Sea Sponges (working title)
Northeast Research and Education Network
MGHPCC Project
Northeast Storage Exchange
Northern Crossroads
Novel study at URI seeks to treat neurological symptoms of rare genetic disorder (working title)
Open Cloud Testbed
ORCD Seed Fund
SC25 Project MGHPCC Project
OSN - Open Storage Network
Planning, Reminders and Micro-Incentives to Walk After Traumatic Brain Injury: A Pilot Randomized Control Trial (working title)
MGHPCC Project
PNRP- protype national research platform
Researchers develop molecular editing tool to relocate alcohol groups (working title)
Revolutionizing Materials Design with Computational Modeling
SC25 Project
Sailing the Symbiosis Seascape
Shear-Induced Structural Convergence but Formation-History-Dependent Yielding in Sequentially Gelled Binary Colloidal Networks (working title)
SC25 Project
Shining a Light on Dark Matter
Simulating Large Biomolecular Assemblies
Single-molecule tracker illuminates workings of cancer-related proteins (working title)
Software for Unreliable Quantum Computers
SC25 Project
Staving off the Banana Apocalypse
SC25 Project
Supporting Data-intensive Social Science
The Kempner Institute - Unlocking Intelligence
The US ATLAS Northeast Tier 2 Center
This AI scientist can run an X-ray experiment. Self-driving labs may come next (working title)
SC25 Project
Tracking Environmental Health Risks
Research Computing Center
UMass - URI Unity Cluster
Research Computing Center
UMass Amherst Research Computing and Data
Unity HPC and AI Platform
Research Computing Center
URI Institute for AI & Computational Research
SC25 Project
Wrangle Range Modeling
Yale Budget Lab
Yale Center for Genome Analysis (YCGA)
Research Computing Center
Yale Center for Research Computing
Yale Department of Earth and Planetary Sciences
Zebrafish Reveal New Insights into Biology of Autism (working title)
100 Bigelow Street, Holyoke, MA 01040