We proposed a magnetized, radiatively efficient thin accretion disc model (M-thin) to scrutinize the disc–jet couplings, and further explain the radio/X-ray correlations in the black hole/neutron star X-ray binary.
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AI revolution in symbolic physics
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As a researcher deeply immersed in the world of AI and quantum physics, I have witnessed the revolutionary impact of AI on scientific discovery. In this post, I share my thoughts on recent developments in this field that relate to our SymPhysAI project: Stephen Wolfram’s insights and the emergence of Kolmogorov-Arnold Networks (KANs).
Quantum many-body observables in equilibrium are continuous at exceptional points
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The exceptional point serves as a non-isolated singularity (branch point) for biorthogonal wavefunctions but as a removable singularity for physical observables.
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Solar Eclipse in Xiamen
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publications
Theory of topological spin Josephson junctions
We found that inhomogeneous quantum spin chains support spin supercurrents, that enhance the entanglement between spins, and can be detected using dispersive techniques.
Markovian Quantum Neuroevolution for Machine Learning
We introduced a Markovian quantum neuroevolution algorithm that autonomously finds near-optimal quantum neural networks for different machine-learning tasks, highlighting the potential of genetic algorithms in quantum architecture search.
Quantum capsule networks
We have adapted the capsule network architecture for quantum machine learning, which showcases an improved classification accuracy, demonstrates a quantum speedup, and paves the way to explore explainable quantum AI.
Majorana-magnon interactions in topological Shiba chains
We demonstrate the uniform magnonic mode, which spreads over the entire Yu-Shiba-Rusinov chain, becomes imprinted with the parity of the ground state, and can discriminate between Majorana and trivial zero modes.
Non-Hermitian Fermi-Dirac Distribution in Persistent Current Transport
Using Green's function formalism, we introduce a non-Hermitian Fermi-Dirac distribution and derive an analytical expression for the persistent current that relies solely on the complex spectrum.
