English שלחו לחבר

ד"ר מכמל עדי

בניין 1104 חדר 441
שעות קבלה
בתיאום מראש

תיאוריה של חישוב קוונטי ובאלגוריתמי למידה קוונטיים וקלאסיים

The group studies theoretical aspects of quantum computation and develops quantum and classical machine learning algorithms

  1. A. Makmal, J. Ephrath, H. Berezin, L. Allerhand, N. Nice, N. Koenigstein, "Pick & merge: an efficient item filtering scheme for Windows store recommendations", Proceedings of the 13th ACM Conference on Recommender Systems, 472, 2019. 
  2. A. A. Melnikov, A. Makmal, H. J. Briegel, Benchmarking projective simulation in navigation problems“, IEEE Access, 6, 64639, 2018.
  3. A. A. Melnikov, A. Makmal, V. Dunjko, H. J. Briegel, “Projective simulation with generalization”, Scientific Reports, 7 (1), 1, 2017.
  4. A. Makmal, M. Tiersch, C. Ganahl, H. J. Briegel, “Quantum walks on embedded hypercubes: Non-symmetric and non-local cases”, , Phys. Rev. A, 93, 022322, 2016.
  5. A. Makmal, A. A. Melnikov, V. Dunjko, H. J. Briegel,  Meta-learning within Projective Simulation, IEEE ACCESS, 4, 2110, 2016.
  6. J. Mautner, A. Makmal, D. Manzano, M. Tiersch, H. J. Briegel, “Projective simulation for classical learning agents: a comprehensive investigation”,  New Generation Computing, 33 (1), 69-114, 2015.
  7. A. A. Melnikov, A. Makmal, H. J. Briegel, “Projective simulation applied to the grid-world and the mountain-car problem”, Artificial Intelligence Research, 3(3), 24, 2014.
  8. G. D. Paparo, V. Dunjko, A. Makmal, M. A. Martin-Delgado, H. J. Briegel, “Quantum speedup for active learning agents”, Physical Review X, 4 (3), 031002, 2014.
  9. T. Schmidt, E. Kraisler, A. Makmal, L. Kronik, S. Kümmel, “A self-interaction-free local hybrid functional: Accurate binding energies vis-à-vis accurate ionization potentials from Kohn-Sham eigenvalues”, Jour.  Chem. Phys. 140 (18), 18A510, 2014.
  10. A. Makmal, M. Tiersch, V. Dunjko, S. Wu, “Entanglement of π–locally-maximally-entangleable states and the satisfiability problem”,  Physical Review A 90 (4), 042308, 2014.
  11. A. Makmal, M. Zhu, D. Manzano, M. Tiersch, H. J. Briegel “Quantum walks on embedded hypercubes”, Phys. Rev. A, 90, 022314, 2014.
  12. A. Makmal, S. Kümmel, and L. Kronik, Dissociation of Diatomic Molecules and the Exact-Exchange Kohn-Sham Potential:  the Case of LiF", Phys. Rev. A, 83, 062512, 2011.
  13. A. Makmal, R. Armiento, E. Engel, L. Kronik, and S. Kümmel, "Examining the Role of Pseudopotentials in Exact-Exchange-Based Kohn-Sham Gaps", Phys. Rev. BRapid Communications 80, 161204(R), 2009.
  14. A.  Makmal, S.  Kümmel, and L. Kronik, "Fully Numerical All-Electron Solutions of the Optimized Effective Potential Equation for Diatomic Molecules", J. Chem. Theory Comput. 5, 1731–1740, 2009.
  15. L. Kronik, A. Makmal, M. L. Tiago, M. M. G. Alemany, M. Jain, X. Huang, Y. Saad, and J. R. Chelikowsky, "PARSEC – the Pseudopotential Algorithm for Real-Space Electronic Structure Calculations: Recent Advances and Novel Applications to Nano-Structures", Phys. Stat. Sol. (b) 243, No. 5, 1063–1079, 2006.
  16. X. Huang, A. Makmal, J. R. Chelikowsky, and L. Kronik, "Size-Dependent Spintronic Properties of Dilute Magnetic Semiconductor Nanocrystals", Phys. Rev. Lett. 94, 236801, 2005.

תאריך עדכון אחרון : 08/09/2020