qrc-agent
Reproducible benchmark and code for hybrid LLM-guided search over quantum reservoir architectures.
QRC / Architecture SearchRESEARCH WORKSTATION / PUBLIC BOOT
Krishna Bhatia
Quantum AI Researcher · Quantum Reservoir Computing · Scientific ML · Quantum Technology Policy
ρₜ → hₜᑫ → π* · Quantum systems → intelligence → decisions
Research Associate at Fractal Analytics’ QuantumAI Lab working on quantum machine learning, quantum reservoir computing, scientific machine learning, quantum control, temporal and dynamical learning, and hybrid quantum-classical systems. I also contribute to quantum-technology policy and ecosystem research through QETCI, with an emerging finance lens around uncertainty, resource allocation, deep technology, and decision-making.
PUBLIC.HIGHLIGHTS
- Research Associate — Fractal Analytics, QuantumAI Lab
- IJCNN / IEEE WCCI 2026 — accepted research + Session Chair
- QNRL @ WCCI 2026 — accepted research
- QETCI — quantum-technology policy research
- Purdue QSEI / CLAN Lab — ongoing research collaboration
RESEARCH.AREAS
Quantum Reservoir ComputingQuantum Machine LearningScientific ML / PINNsQuantum Control & Open SystemsQuantum Neuromorphic / Temporal LearningGraph & Agentic Methods for Quantum DesignQuantum Technology Policy
PUBLISHED.PROJECTS
VIEW ALL →No database-backed project has been explicitly published yet. Private research remains private.
OPEN.RESEARCH.SOFTWARE
VIEW ALL →neonatal-eeg-cvqrc
Quantum-inspired continuous-variable reservoir experiments for neonatal EEG seizure prediction.
QRC / Biomedical SignalsFraQTech
Public quantum-reservoir and quantum-ML research code for forecasting, benchmarking and hardware-portable experimentation.
QRC / ForecastingThis site includes public, accepted, published, presented, and openly available work only. Confidential and under-review research is intentionally excluded.