A Transformer ML model achieves 99.93% accuracy classifying complex-energy braiding topology in dissipative BEC experiments, autonomously identifying band crossings as key geometric features—bridging non-Hermitian topology and quantum ML.
#QuantumTopology #NonHermitian #QuantumML
Fibonacci quasiperiodic 89-site systems reduce boundary state accumulation by >50% vs periodic lattices in 1D non-Hermitian quantum walks, maintaining a clear topological gap and enabling robust isolation of topological edge modes for quantum devices.
#NonHermitianPhysics #QuantumTopology #News
Researchers built a Kagome-lattice microwave network of ferrite circulators to experimentally realize 2D Floquet non-Abelian topology, observing anomalous multi-gap phases, Euler class transfer, and antichiral edge states inaccessible in static systems.
#QuantumTopology #PhotonicSystems #Research
Proves 2D bosonic SPT phases with symmetric entanglers are fully classified by H³(G,U(1)), resolving a longstanding open problem via group cohomology and finite-depth quantum circuit methods on infinite lattice spin systems.
#QuantumTopology #SPTPhases #Research
NHSE in non-Hermitian systems is driven by spectral instability of non-normal operators, not point-gap topology. A Hatano-Nelson ladder demonstrates NHSE and winding are independent; true topology resides in the singular-value spectrum.
#NonHermitianPhysics #QuantumTopology #Research
First experimental visualisation of tripartite entanglement via spin-skyrmion states, demonstrating non-local topological switching, quantum multiskyrmions, and GHZ-embedded Bell state dynamics using entangled photon pairs.
#QuantumPhotonics #QuantumTopology #Research
2/4 As one of only a few women in her field of expertise, she often felt unsure of where to find support or collaborators who truly understood her experience. That changed the moment she became part of AWM’s Research Network Program.
#Mathematics #NoncommutativeAlgebra #QuantumTopology
QSUN, SAQuTI & NITheCS Seminar: ‘Encoding topological qubits using higher lattice gauge theory model’ by Dr Latévi M. Lawson (AIMS, Ghana)
📅 Fri, 1 Aug @ 14h00 SAST
📍 Online & in person
buff.ly/Ir83ORu
#TopologicalQubits #LatticeGaugeTheory #HigherGaugeTheory #QuantumTopology #iyq2025
Looking forward to when this [German] book is finished so I can focus on writing books in English again.
Preferably about #tech, #ai, #quantumtopology