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Projects & initiatives

Research you can build on

From open benchmarking toolkits to ethical AI frameworks, our projects turn research into tools, datasets, and opportunities the whole community can use.

Quantum ComputingActive

Coherence Lab: Benchmarking Near-Term Qubits

An open benchmarking effort characterizing noise and coherence across accessible quantum hardware to guide error-mitigation research.

  • Open benchmarking toolkit for coherence & noise
  • Shared datasets for the Wisconsin quantum community
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Artificial IntelligenceActive

Ethical AI Toolkit

A practical, open framework for evaluating fairness, transparency, and safety in deployed machine learning systems.

  • Model auditing & documentation templates
  • Fairness and safety evaluation suite
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Robotics & AutonomyIn development

Field Autonomy Platform

A modular robotics platform for research on perception and learning-based control in unstructured, real-world environments.

  • Reusable perception & control stack
  • Sim-to-real training pipeline
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Neural ComputationExploratory

Quantum-ML Bridge

Investigating where quantum methods and machine learning genuinely reinforce each other — and where they don't.

  • Rigorous benchmarks for quantum ML claims
  • Open publications, including negative results
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Whether you're a student looking for a research home or a partner with an idea, we'd welcome the conversation.

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