Projects & directions.
Research and software directions — each links out to the papers, notes, code, datasets and experiments it produces.
Platform
Scientific computing architecture
A computational foundation for numerical research, AI, simulation, formal verification and heterogeneous CPU/GPU/QPU execution.
Scientific ComputingComputer Science
Active directionNeuromorphic computational foundations
Data structures, plasticity, memory systems, sparse computation, biologically inspired representations and runtime-to-device mappings.
Neuromorphic ComputingMachine LearningComputational Physics
ExplorationQuantum algorithm & verification workbench
Quantum algorithm research paired with simulation, formal specification and hybrid classical/quantum workflows.
Quantum AlgorithmsQuantum ComputingMathematics
Long horizonHybrid neuromorphic/quantum systems
Relationships among neuromorphic computation, quantum machine learning, optoelectronic systems and emerging intelligent hardware.
Neuromorphic ComputingQuantum ComputingMaterials Science