Author

I. Mukhlash

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#machine learning Preprint Sep 2026

Hybrid Joint-Selective Optimization: Reduced-Space Levenberg-Marquardt Refinement of Low-Dimensional Parameters of Interest

This paper introduces a hybrid joint-selective optimization (HJSO) framework for large-scale numerical problems in which a small subset of trainable quantities is of primary interest. We partition the full parameter vector into a high-dimensional remaining block and a low-dimensional block of parameters of interest (PO...

M. Shahab, Gabriella Alfa Indahsari, I. Mukhlash et al. · 0 citations

Open access 2026

Deadlock Verification of the Room Allocation Workflow in an EHR System Using UPPAAL

This study proposes a rigorous formal verification methodology based on a triple-constraint framework to prove system reliability prior to the implementation phase, and firmly establishes the proposed methodology as a highly robust and practically viable solution for evaluating complex, resource-contended clinical work...

Acep Taryana, D. Adzkiya, Muhammad Syifa'ul Mufid et al. · Computers, Materials & C... · 0 citations