Dávid Papp

Area(s) of Expertise

The mathematical theory of optimization. Algorithms for large-scale numerical optimization. Applications in medicine, healthcare, statistics and engineering.

Publications

• Rational dual certificates for weighted sums-of-squares polynomials with boundable bit size , JOURNAL OF SYMBOLIC COMPUTATION (2023)
• Spatiotemporal fractionation schemes for stereotactic radiosurgery of multiple brain metastases , MEDICAL PHYSICS (2023)
• The smallest mono-unstable convex polyhedron with point masses has 8 faces and 11 vertices , EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2023)
• A novel stochastic optimization method for handling misalignments of proton and photon doses in combined treatments , PHYSICS IN MEDICINE AND BIOLOGY (2022)
• DUAL CERTIFICATES AND EFFICIENT RATIONAL SUM-OF-SQUARES DECOMPOSITIONS FOR POLYNOMIAL OPTIMIZATION OVER COMPACT SETS , SIAM JOURNAL ON OPTIMIZATION (2022)
• Duality of sum of nonnegative circuit polynomials and optimal SONC bounds , JOURNAL OF SYMBOLIC COMPUTATION (2022)
• Technical note: Optimal allocation of limited proton therapy resources using model-based patient selection , MEDICAL PHYSICS (2022)
• Alfonso: Matlab Package for Nonsymmetric Conic Optimization , INFORMS JOURNAL ON COMPUTING (2021)
• Code and Data Repository for alfonso: Matlab Package for Nonsymmetric Conic Optimization , INFORMS Journal on Computing (2021)
• Optimal Allocation of Proton Therapy Slots in Combined Proton-Photon Radiation Therapy , INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS (2021)