MUSCULAR Cluster Mahidol HPC for AI & Advanced Research
Mahidol University High Performance Computing

MUSCULAR Cluster

Mahidol HPC platform supporting life-science, medical analytics, AI research, and large-scale computation. Designed for secure private workspaces, federated learning collaboration, and international research networks.

Private compute spaces (container-based). Federated learning without moving sensitive data.
Core Capability

What we provide

Secure, isolated environments per project, request-based resource allocation (GPU/RAM/Storage/Time), and a federated learning platform for multi-institution collaboration.


For: Researchers, clinical teams, data scientists, cross-hospital collaborations, and international partners.

Service Models

Three pillars to make advanced research operational, compliant, and scalable.

Private Compute Space

Each project receives an isolated container workspace (no mixing with other users). Resource requests specify GPU/RAM/storage and time window for allocation and governance.

Federated Learning as a Service

Train AI models jointly across organizations without moving data from its origin. Exchange only the model parameters required for collaboration.

International Federated Research Network

Cross-border federated collaboration (e.g., Taiwan and UK) and expansion to Mahidol’s 11 network hospitals for medical AI and research integration.

Latest News

Updates, training, collaboration announcements.

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Governance principle: Request-based allocation and isolated workspaces help ensure predictable operations, auditing, and safe collaboration for sensitive research data.