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Andrew Ng

Chronological feed of everything captured from Andrew Ng.

Ultrafast Sintering Enables Metastable Zirconia Retention in Fine-Grained Copper Cermets

This work introduces an ultrafast high-temperature sintering (UHS) strategy to overcome the classic trade-off in cermets between retaining metastable ceramic phases and maintaining a fine-grained microstructure. By applying rapid Joule heating at ~100°C/s to 900°C with only a 20-second hold, the authors achieve up to 50 wt% metastable austenite zirconia in a copper matrix with a homogeneous, fine-grained structure, kinetically favoring the metastable phase while suppressing Cu grain growth and matrix relaxation. This approach could enable transformation toughening, self-healing, and crack detection in copper-based composites.

Infinitely Many High-Dimensional Hyperbolic Groups with Exotic Finiteness Properties Constructed via Right-Angled Coxeter Subgroups

Italiano, Migliorini, and Ng construct, for every cohomological dimension d ≥ 3, infinitely many quasi-isometry classes of hyperbolic groups that algebraically fibre with finitely presented kernel. The groups are realized as finite-index subgroups of right-angled Coxeter groups, and their L²-Betti numbers provide computable obstructions to higher finiteness properties of the fibration kernel. This significantly expands the known zoo of subgroups of hyperbolic groups exhibiting exotic finiteness behavior, pushing the construction into arbitrary high dimension.