Research projects are newly defined each year, reflecting the needs of Center members, and organized by University Site. Each project is selected by formal vote of members at the annual workshop. Summaries and formal presentations on the 9 projects underway for CY26 in SHREC are provided below.
- University of Pittsburgh
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- P1-26: Reconfigurable Systems (accelerated graph processing, reliable and performant Versal accelerators, OPIR object tracking, distributed-memory parallel graph analytics)
- P2-26: Intelligent Systems (ML model analysis, few-shot learning for space, hybrid segmentation and tracking for space, distributed training optimization)
- P3-26: Emerging Systems (event-based object detection and tracking, ML acceleration using RISC-V, processing-in-memory architecture)
- P4-26: Resilient Systems (onboard flight hardware, space CPUs, space GPUs, spacecraft and mission emulation)
- P5-26: Networked and Secure Systems (trust assessment, constellation routing)
- Brigham Young University
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- B1-26: Fault-Tolerant Techniques for Heterogeneous Computing Architectures (reliable deep learning, Versal reliability, radiation testing for complex SoC)
- University of Florida
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- F1-26: Device and Architecture Studies for Large AI Systems (acceleration and scaling studies, ML-aided rapid deployment, performance modeling and prediction, development and deployment of HCC architectures and systems)
- Virginia Tech
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- V1-26: Performance, Power, and Precision of Heterogeneous Systems (performance, power/energy, and precision for parallel hetero computing, high-performance distributed computing with GPUs, performance and power/energy for edge computing)
- V2-26: High-Productivity Analytics (collaborative immersive analytics, cognitive load in immersive analytics, steerable interactive projections, interactive sense making with LLMs)