2022 ANNUAL REPORT

71 Publications 2021 and 2022 · Osnat Cohen-Zontag, Rotem Gershon, Orit Harari-Steinberg, Itamar Kanter, Dorit Omer, Oren Pleniceanu, Gal Tam, Sarit Oriel, Herzl Ben-Hur, Guy Katz, Zohar Dotan, Tomer Kalisky, Benjamin Dekel, Naomi Pode-Shakked. “Author Correction: Human kidney clonal proliferation disclose lineage-restricted precursor characteristics”. Scientific Reports, 2021. · Itamar Kanter, Gur Yaari, Tomer Kalisky. “Applications of community detection algorithms to large biological datasets”. Deep Sequencing Data Analysis, 59-80, 2021. Prof. Kaminka Gal Department of Computer Science Member of BINA Medicine Center Nano Robotics Center Research Areas · Teams of Robots · Agents and People · Data Mining and Learning · Multi-Agent Systems · Artificial intelligence (AI) Abstract Artificial intelligence and multi-robot systems Computational mechanisms that underly intelligent social behavior, artificial and natural. Such mechanisms include the ability to understand what others are doing and intend to do, and to generate appropriate cooperative, coordinated behavior. This research emphasizes both theory and experiments with robots to synthesize social intelligence in the lab, and in real-world applications including applications in molecular nano-scale robots Publications 2021 and 2022 · Reuth Mirsky, Ran Galun, Kobi Gal, Gal Kaminka. “Comparing Plan Recognition Algorithms Through Standard Plan Libraries”. Frontiers in Artificial Intelligence, 2021. · Shify Treger, Gal A Kaminka. “Towards Computational Modeling of Human Goal Recognition”. Frontiers in Artificial Intelligence, 2021. · Gal A Kaminka, Alon T Zanbar. “Intelligent Agents are More Complex: Initial Empirical Findings”. ARTIFICIAL INTELLIGENCE METHODS FOR SOFTWARE ENGINEERING, 87-108, 2021. Prof. Khaykovich Lev Department of Physics Member of BINA Photonics Center Research Areas • Laser cooling and trapping of atoms • Bose-Einstein condensation in dilute atomic gases; Fermi degenerate gas • Few-body physics; universal weakly bound states • Nonlinear matter-wave optics; matterwave solitons • External cavity semiconductor lasers Abstract Universal few-body physics at low temperatures Few-body physics is universal when inter-particle interactions are insensitive to the microscopic details of the shortrange interaction potentials and can be characterized by only one or few universal parameters. In the limit of zero collision energy the two-body interactions are determined by a single parameter, the s-wave scattering length a. Universality requires a to greatly exceed the two-body potential range. This can be achieved by a resonant enhancement of a, yielding the appearance of the peculiar quantum states known as quantum halos whose wavefunction acquires long-range properties and gives rise to loosely bound states of size ~a. In the case of three interacting bosons, universality means that the three-body observables show log-periodic behavior that depends only on the scattering length a and on a three-body parameter which serve as boundary conditions for the short-range physics. Such a behavior is associated with so called Efimov physics. In a series of theoretical papers Vitaly Efimov predicted and characterized an infinite set of weakly bound triatomic states (Efimov trimers) whose binding energies (in the limit of infinite a) are related in powers of the famous universal scaling factor ~1/515.

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