Scientific Agent Demonstrations
Real-world integration scenarios validating context orchestration for autonomous discovery at scale.
EarthScope Seismology
Real-time processing of distributed seismic networks. Multi-modal sensor fusion enables continental-scale anomaly detection and correlation.
LAMMPS Molecular Dynamics
Simulation campaign orchestration at HPC scale. Intelligent context management enables faster convergence and higher resolution simulations.
ParaView Visualization
Intelligent CFD visualization with automated feature detection and multi-resolution rendering for large-scale datasets.
Materials Discovery
Hypothesis-driven exploration combining DFT calculations, molecular dynamics, and experimental validation for accelerated materials discovery.
Jarvis Deployment
Production infrastructure integration demonstrating real-world deployment with HPC schedulers, parallel file systems, and authentication systems.
Multi-Agent Discovery
Coordinated autonomous research workflow from literature review through simulation, analysis, visualization, and publication preparation.
Performance Metrics
Discovery Agents
hypothesis generation rate
parameter space coverage (projected)
anomaly detection accuracy (projected)
Simulation Agents
faster convergence
resource utilization improvement
checkpoint efficiency
Analysis Agents
processing speedup (projected)
quality preservation (projected)
correlation efficiency (projected)
Workflow Agents
faster completion
less manual intervention
provenance tracking