ד"ר עדי מכמל
מחקר
מחקר
תיאוריה של חישוב קוונטי ובאלגוריתמי למידה קוונטיים וקלאסיים
The group studies theoretical aspects of quantum computation and develops quantum and classical machine learning algorithms
פירסומים
פרסומים
- 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.
- A. A. Melnikov, A. Makmal, H. J. Briegel, “Benchmarking projective simulation in navigation problems“, IEEE Access, 6, 64639, 2018.
- A. A. Melnikov, A. Makmal, V. Dunjko, H. J. Briegel, “Projective simulation with generalization”, Scientific Reports, 7 (1), 1, 2017.
- 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.
- A. Makmal, A. A. Melnikov, V. Dunjko, H. J. Briegel, “Meta-learning within Projective Simulation”, IEEE ACCESS, 4, 2110, 2016.
- 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.
- 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.
- 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.
- 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.
- 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.
- A. Makmal, M. Zhu, D. Manzano, M. Tiersch, H. J. Briegel “Quantum walks on embedded hypercubes”, Phys. Rev. A, 90, 022314, 2014.
- 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.
- 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. B – Rapid Communications 80, 161204(R), 2009.
- 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.
- 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.
- 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 : 26/07/2022