Diversity-Aware Adaptive Collocation for Physics-Informed Neural Networks via Sparse QUBO Optimization and Hybrid Coresets. - Hadi Salloum; Maximilian Mifsud Bonici; Sinan Ibrahim; Pavel Osinenko; Alexei Kornaev (CoRR, 2026)