David Papp

Mathematics

Research Interests

  • Optimization theory and algorithms
  • Applications in medicine, healthcare and engineering

Education

DegreeProgramSchoolYear
Ph.D.Doctor of PhilosophyRutgers University2011

Honors and Awards

2019 | NSF Career Award

Publications

Duality of sum of nonnegative circuit polynomials and optimal SONC bounds
Papp, D. (2023), JOURNAL OF SYMBOLIC COMPUTATION, 114, 246–266. https://doi.org/10.1016/j.jsc.2022.04.015
Spatiotemporal fractionation schemes for stereotactic radiosurgery of multiple brain metastases
Torelli, N., Papp, D., & Unkelbach, J. (2023, June 15), MEDICAL PHYSICS, Vol. 6. https://doi.org/10.1002/mp.16457
The smallest mono-unstable convex polyhedron with point masses has 8 faces and 11 vertices
Papp, D., Regos, K., Domokos, G., & Bozoki, S. (2023), EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 310(2), 511–517. https://doi.org/10.1016/j.ejor.2023.04.028
A novel stochastic optimization method for handling misalignments of proton and photon doses in combined treatments
Fabiano, S., Torelli, N., Papp, D., & Unkelbach, J. (2022), PHYSICS IN MEDICINE AND BIOLOGY, 67(18). https://doi.org/10.1088/1361-6560/ac858f
DUAL CERTIFICATES AND EFFICIENT RATIONAL SUM-OF-SQUARES DECOMPOSITIONS FOR POLYNOMIAL OPTIMIZATION OVER COMPACT SETS
Davis, M. M., & Papp, D. (2022), SIAM JOURNAL ON OPTIMIZATION, 32(4), 2461–2492. https://doi.org/10.1137/21M1422574
Technical note: Optimal allocation of limited proton therapy resources using model-based patient selection
Papp, D., & Unkelbach, J. (2022, June 26), MEDICAL PHYSICS, Vol. 6. https://doi.org/10.1002/mp.15812
Alfonso: Matlab Package for Nonsymmetric Conic Optimization
Papp, D., & Yildiz, S. (2021, September 8), INFORMS JOURNAL ON COMPUTING, Vol. 34. https://doi.org/10.1287/ijoc.2021.1058
Optimal Allocation of Proton Therapy Slots in Combined Proton-Photon Radiation Therapy
Loizeau, N., Fabiano, S., Papp, D., Stuetzer, K., Jakobi, A., Bandurska-Luque, A., … Unkelbach, J. (2021), INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 111(1), 196–207. https://doi.org/10.1016/j.ijrobp.2021.03.054
alfonso: Matlab package for nonsymmetric conic optimization
, . (2021, January 12).
Duality of sum of nonnegative circuit polynomials and optimal SONC bounds
, . (2019, December 10).

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David Papp