Precise Identification of Topological Phase Transitions with Eigensystem-Based Clustering
AI4X 2025 International Conference, 2025-July
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publications
Automated Metric Discovery: Navigating Quantum Geometry with Symbolic Regression
AI4X 2025 International Conference, 2025-July
Classifying the Graph Topology of Non-Hermitian Energy Spectra with Graph Transformer.
AAAI 2026 XAI4Science Workshop, 2025-November
HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
ICLR 2026, 2026-January
Multi-Modal Classification of Extended 1D Cellular Automata
AI4X — Accelerate Conference 2026, 2026-March
Deterministic scale-invariant dynamics in a logistic Game-of-Life model
Communications Physics, 2026-March
Practical Error Suppression and Mitigation for Reliable Quantum Computing
arXiv preprint arXiv:2608.20453, 2026-August
Topological classification through knotted graphs: Fermi surface dispersions and Lifshitz transitions
arXiv preprint arXiv:2609.13390, 2026-September
KnottedGraph: Scalable knotted-graph topology for scientific and mathematical discovery
arXiv preprint arXiv:2609.31152, 2026-September
Observing the magic Mpemba effect in localized dynamics on a digital quantum computer
arXiv preprint arXiv:2610.08769, 2026-October