· Physical neural networks with lithium niobite nanophotonics
· Physical neural networks with CMOS electronics
· Feasibility study for an experimental coherent Ising machine based on measurement feedback in a novel few-photon limit
· Benchmarking against other quantum machines and modern heuristics
· Dynamics of topological and non-Hermitian photonic systems
· Driving nonlinear topological photonics by structured non-Hermitian lattices
· Single photon quantum non-linearity from gate-defined dots
· Physics of driven-dissipative non-linear networks in the presence of single-photon on-site non-linearity
· Delocalized photonic training of DNNs using coherent Netcast
· Hardware error correction in photonics
· Electronic-photonic integration for machine learning
· Temporal Trapping for Ultrafast Optical Strong Coupling
· High-Speed Time-Multiplexed Optical Computing Systems
· Frequency-multiplexed combinatorial optimization solver utilizing optical frequency combs
· Novel measurement schemes for 2D materials
· Squeezed vacuum for quantum communication and control
· Inverse design of nonlinear waveguides
· Advanced approaches to chip-to-fiber coupler
· Monolithic sync pumped TFLN OPOs
· In-situ periodic poling of ferroelectric thin films
· TFLN vertical-cavity surface-emitting OPOs