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Arxiv:2011.07125V1 [Physics.Comp-Ph] 13 Nov 2020 Θ Hψθ I Θ Dx1
Better, Faster Fermionic Neural Networks James Spencery, David Pfauy, Aleksandar Botevy, W. M. C. Foulkes∗ yDeepMind, ∗Imperial College London London, UK {jamessspencer, pfau, botev}@google.com, [email protected] Abstract The Fermionic Neural Network (FermiNet) [12] is a recently-developed neural network architecture that can be used as a wavefunction Ansatz for many-electron systems, and has already demonstrated high accuracy on small systems. Here we present several improvements to the FermiNet that allow us to set new records for speed and accuracy on challenging systems. We find that increasing the size of the network is sufficient to reach chemical accuracy on atoms as large as argon. Through a combination of implementing FermiNet in JAX and simplifying several parts of the network, we are able to reduce the number of GPU hours needed to train the FermiNet on large systems by an order of magnitude. This enables us to run the FermiNet on the challenging transition of bicyclobutane to butadiene and compare against the PauliNet on the automerization of cyclobutadiene, and we achieve results near the state of the art for both. 1 Introduction Accurate computational solutions to the Schrödinger equation are critical for quantum chemistry and condensed matter physics. The time-independent form of the equation tries to solve for a wavefunction (x1; x2;:::; xn), which is an eigenfunction of the Hamiltonian, H^ of the system: H^ (x1;:::; xn) = E (x1;:::; xn) (1) H^ = − 1 P r2 + P 1 − P ZI + P ZI ZJ (2) 2 i i i>j jri−rj j iI jri−RI j I>J jRI −RJ j Here E is the real-valued energy of the wavefunction, xi (ri) is the position and spin (position) of the ith electron, RI is the position of the Ith nucleus and ZI is the charge of the Ith nucleus. -
Participants
Participants Patrick Achenbach Johannes Gutenberg-Universit¨at Mainz Sergey Afonin St. Petersburg State University Miguel Albaladejo Universidad de Murcia Hamoud Alharbi National Center for Mathematics and Physics at KACST Mauro Anselmino University and INFN, Torino David Armstrong College of William and Mary Shahin Atashbar Tehrani Persian Gulf University Urnaa Badarch University Giessen Gunnar Bali Universit¨at Regensburg Fouad Ballout FZ J¨ulich Luca Barion FZ J¨ulich Sergey Barsov FZ J¨ulich Vadim Baru Institute for Theoretical and Experimental Physics, Moscow, Russia Mikhail Bashkanov Univ. T¨ubingen Gerhard Baur FZ J¨ulich Silas Beane University of New Hampshire Ulf Bechstedt FZ J¨ulich Matthias Behler Mainz University Falco Beijer Pfeiffer Vacuum GmbH Himani Bhatt Indian Institute of Technology, Bombay Pedro Bicudo IST, Lisboa Ikaros Bigi University of Notre Dame Roelof Bijker Instituto de Ciencias Nucleares Johan Bijnens Lund University, Lund, Sweden Cesare Bini Sapienza Universita’ di Roma and INFN Roma Michael Birse University of Manchester Andrea Bizzeti Universita’ di Modena e Reggio Emilia and INFN Sezione di Firenze Jan Blomgren Uppsala University, Dept of Neutron Research Harald Bongen FZ J¨ulich Norbert Bongers FZ J¨ulich Bugra Borasoy Bonn University Ekaterina Borodina FZ J¨ulich Robert Bradford University of Rochester Ronald Brings FZ J¨ulich Kai Brinkmann IKTP, TU Dresden William Briscoe The George Washington University Markus B¨uscher FZ J¨ulich Maxim Bychkov University of Virginia Hans Calen Uppsala University Kavita Chandwani Indian Institute of Technology Bombay Wen-Chen Chang Institute of Physics, Academia Sinica, Taiwan 660 David Chiladze FZ J¨ulich Rsulan Chistov ITEP Moscow Ales Cieply Institute of Nuclear Physics, Rez near Prag¨u, Czechia Heinz Clement Univ. -
BULGARIAN REVIVAL INTELLIGENTSIA Natural
BULGARIAN REVIVAL INTELLIGENTSIA Natural Philosophy System of Dr. Petar Beron Petar Beron was born at year 1800 in the town Kotel, “a miniature of Nuremberg”, in a rich family of handcrafts and merchants. In Kotel he received his primary education at the cell school of Stoiko Vladislavov and Raino Popovich. He went further to Bucharest where he entered the school of Greek educator Konstantin Vardalach. The latter, a famous for his time pedagogue and encyclopedist, had influenced a lot for the formation of Beron as scientist and philosopher. In 1824 Beron is compelled to leave Bucharest, because he participated in a “Greek plot”, and goes to Brashov, another Rumanian town, where he compiled “The Fish Primer”. This book was fundamental for the Reformation in Bulgaria and an achievement for the young scholar. In 1825 Beron enrolled as a student in Heidelberg University, Germany, where he proceeded philosophy until two years later when he transferred to Munich to study medicine. On the 9 July 1831, after successfully defending a doctoral dissertation, Beron was promoted Doctor in Medicine. Dissertation was in Latin and concerned an operation technique in Obstetrics and Gynecology. The young physician worked in Bucharest and Craiova, but after several years of general practice he quit his job and started merchandise. After fifteen years he made a fortune and went to Paris where he lived as a renter. Here he started a real scientific career. His scope was to entail all the human knowledge by that time and to make a natural philosophy evaluation by creating a new “Panepisteme”. His encyclopedic skills were remarkable. -
This Manuscript Has Been Reproduced from the Microfilm Master
This manuscript has been reproduced from the microfilm master. UMI fi!ms the text directly from the original or copy submitted. Thus, some thesis and dissertation copies are in typewriter face, while others may be from any type of computer printer. The quality of this reproduction is dependent upon the quality of the copy submitted. Broken or indistinct print, colored or poor quality illustrations and photographs, print bleedthrough, substandard margins, and improper alignment can adversely affect reproduction. In the unlikely event that the author did not send UMI a complete manuscript and there are missing pages, these will be noted. Also, if unauthorized copyright material had to be removed, a note will indicate the deletion. Oversize materials (e.g., maps, drawings, charts) are reproduced by sectiaoning the original, beginning at the upper left-hand comer and continuing from left to right in equal sections with small overlaps. Photographs included in the original manuscript have been reproduced xerographically in this copy. Higher quality 6" x 9" black and white photographic prints are available for any photographs or illustrations appearing in this copy for an additional charge. Contact UMI directly to order. BeH & Howell Information and Learning 300 North Zeeb Road, Ann Arbor, MI 48106-1346 USA Dynamics of Harpooning Studied by Transition State Spectroscopy Andrew J. Hudson A thesis submitted in conformity with the requirements for the degree of Doctor of Philosophy. Graduate Department of Chemistry, in the University of Toronto. -
School of Medicine Is Based
CLICK ON WWW.UNIBA.IT To enroll at University Aldo Moro of Bari • Registration to open-access courses takes place online from August 1 to November 9, 2012. • All information about limited enrolment courses are available on www. area-reclutamento.uniba.it. Online booking for entrance examinations takes place from July 10 to August 17, 2012. Contents Introduction ..............................................................................3 Student Centres and Services ................................................13 Departments and Courses of Study .......................................25 University complexes, residences, dining halls .................... 57 Dear student, through this booklet you can have all the information about the new educational offer of the University of Bari, as well as about services, opportunities and facilitations reserved to you. We know how difficult it is to enter into a complex and varied reality as that academic one, but we think that, also thanks to instruments as this booklet, it can be possible to guide you to a conscious choice for your professional future. For the academic year 2012-2013 the new educational offer includes 126 bachelor’s and post-graduate degrees across Bari, Brindisi and Taranto, that you will find illustrated here with curricula and related career opportunities. More and more administrative operations can be performed entirely online, with an online secretary service that will accompany you during your entire university course, giving you the ability to check, even from home, all the information concerning your academic career. In the pages dedicated to Educational rights you have all the information about scholarships or taxes reduction; in the Orientation section, you can find information about stages, tutoring services and trainings. In the section dedicated to the opportunity to study abroad, you can learn about the wide range of students mobility programmes giving you the opportunity to study and improve yourself, even outside Europe. -
CV-DOMINTE Carmen
Curriculum Vitae INFORMAŢII PERSONALE Dominte Carmen Colentina , nr. 53, blocul 59, scara A, etajul 2, apartamentul 8, sectorul 2, București 0722610407 [email protected] Sexul feminin | Data naşterii 06. 06.1972 | Naţionalitatea română Cadru didactic titular – Departamentul de Litere și Limbi Străine-Facultatea de Științe Umaniste, Sociale și ale Naturii din cadrul Universității Hyperion București LOCUL DE MUNCA Cadru didactic asociat – Facultatea de Muzică și Educație Muzicală din cadrul Universității Naționale de Muzică București EXPERIENŢA PROFESIONALĂ Activitatea didactică 2011 – prezent Lector doctor / Cadru didactic titular – Cursuri de Licență: Limba Engleză Contemporană (curs / seminar) , anii: I, II, III; Teoria Literaturii, anii: I (curs / seminar); Limba Engleza – limba a doua, anii: I, II, III (curs practic); Limba Spaniolă – limba a doua, anii: I, II, III (curs practic); Universitatea Hyperion București – Facultatea de Științe Umaniste, Sociale și ale Naturii, Departamentul de Litere şi Limbi Străine. Lector doctor / Cadru didactic asociat – Cursuri de Licență: Limba Engleză – Curs practic, anii I, II; 2014 – prezent Universitatea Națională de Muzică București – Facultatea de Interpretare Muzicală, Facultatea de Compoziție, Muzicologie și Pedagogie Muzicală. 2014 – 2015 Lector doctor / Cadru didactic asociat – Cursuri de Licență: Comunicare, relații publice și tehnici de negociere, anul I (seminar); Academia Tehnică Militară, București – Facultatea de Electronică și Sisteme Informatice Militare. Lector doctor / Cadru -
Better, Faster Fermionic Neural Networks
Better, Faster Fermionic Neural Networks James Spencery, David Pfauy, Aleksandar Botevy, W. M. C. Foulkes∗ yDeepMind, ∗Imperial College London London, UK {jamessspencer, pfau, botev}@google.com, [email protected] Abstract The Fermionic Neural Network (FermiNet) [12] is a recently-developed neural network architecture that can be used as a wavefunction Ansatz for many-electron systems, and has already demonstrated high accuracy on small systems. Here we present several improvements to the FermiNet that allow us to set new records for speed and accuracy on challenging systems. We find that increasing the size of the network is sufficient to reach chemical accuracy on atoms as large as argon. Through a combination of implementing FermiNet in JAX and simplifying several parts of the network, we are able to reduce the number of GPU hours needed to train the FermiNet on large systems by an order of magnitude. This enables us to run the FermiNet on the challenging transition of bicyclobutane to butadiene and compare against the PauliNet on the automerization of cyclobutadiene, and we achieve results near the state of the art for both. 1 Introduction Accurate computational solutions to the Schrödinger equation are critical for quantum chemistry and condensed matter physics. The time-independent form of the equation tries to solve for a wavefunction (x1; x2;:::; xn), which is an eigenfunction of the Hamiltonian, H^ of the system: H^ (x1;:::; xn) = E (x1;:::; xn) (1) H^ = − 1 P r2 + P 1 − P ZI + P ZI ZJ (2) 2 i i i>j jri−rj j iI jri−RI j I>J jRI −RJ j Here E is the real-valued energy of the wavefunction, xi (ri) is the position and spin (position) of the ith electron, RI is the position of the Ith nucleus and ZI is the charge of the Ith nucleus. -
Babel' in Context a Study in Cultural Identity B O R D E R L I N E S : R U S S I a N А N D E a S T E U R O P E a N J E W I S H S T U D I E S
Babel' in Context A Study in Cultural Identity B o r d e r l i n e s : r u s s i a n а n d e a s t e u r o p e a n J e w i s h s t u d i e s Series Editor: Harriet Murav—University of Illinois, Urbana-Champaign Editorial board: Mikhail KrutiKov—University of Michigan alice NakhiMovsKy—Colgate University David Shneer—University of Colorado, Boulder anna ShterNsHis—University of Toronto Babel' in Context A Study in Cultural Identity Ef r a i m Sic hEr BOSTON / 2012 Library of Congress Cataloging-in-Publication Data: A catalog record for this book as available from the Library of Congress. Copyright © 2012 Academic Studies Press All rights reserved Effective July 29, 2016, this book will be subject to a CC-BY-NC license. To view a copy of this license, visit https://creativecommons.org/licenses/by-nc/4.0/. Other than as provided by these licenses, no part of this book may be reproduced, transmitted, or displayed by any electronic or mechanical means without permission from the publisher or as permitted by law. ISBN 978-1-936235-95-7 Cloth ISBN 978-1-61811-145-6 Electronic Book design by Ivan Grave Published by Academic Studies Press in 2012 28 Montfern Avenue Brighton, MA 02135, USA [email protected] www.academicstudiespress.com C o n t e n t s Note on References and Translations 8 Acknowledgments 9 Introduction 11 1 / Isaak Babelʹ: A Brief Life 29 2 / Reference and Interference 85 3 / Babelʹ, Bialik, and Others 108 4 / Midrash and History: A Key to the Babelesque Imagination 129 5 / A Russian Maupassant 151 6 / Babelʹ’s Civil War 170 7 / A Voyeur on a Collective Farm 208 Bibliography of Works by Babelʹ and Recommended Reading 228 Notes 252 Index 289 Illustrations Babelʹ with his father, Nikolaev 1904 32 Babelʹ with his schoolmates 33 Benia Krik (still from the film, Benia Krik, 1926) 37 S. -
Francisco Infante-Arana
FRANCISCO INFANTE-ARANA! ! Francisco Infante-Arana was born in 1943 in Vasilievka, Saratov Oblast, Soviet Union to a Spanish father and an Russian mother.He studied at the Moscow College of Decorative and Applied Arts.In the 1960s and 1970s he was a member of the artists’ collective known as the Movement Group, founded by Lev Nussberg.1970 He organized the Argo Group of artists and engineers.1973 He was elected to the City Committee of Graphic Arists and was Admitted to the Moscow Artists Union.Francisco Infante is one of the most important Russian avant-garde artists.Duo exhibitions:! ! Duo exhibitions: !1974 "Francisco Infante and Argo Group". Centre of Spanish Community, Moscow. Russia !1978 Exhibition at the Club of Moscow College of Transport Engineers !1979 "Art - Nature - Technology". Cultural Centre of Leningrad's City Council. Russia 1981 "Artificial Objects and Natural Environment". Centre of Technological Esthetics, Moscow. Russia "Presence". 28 Malaya Gruzinskaya St., Moscow. Russia !"Artefacts". Academy of Sciences Club, Chernogolovka, Moscow Region 1982 "Dedication to the Artefact". Institute of Theory and History of Architecture, Moscow. Russia Exhibition at the Moscow Polytechnic museum. Moscow. Russia !"Artefacts" (One-Day Exhibition). Artist's House at Kuznetsky Most, Moscow. Russia 1984 "Artefacts in the Planetarium". Moscow Planetarium. Russia "Artefacts". Popular Science and Culture Centre. Riga. Latvia !"Artefacts". Museum of Photography. Saulei. Latvia 1984-87 "Artefacts" (One-Day Exhibitions). Artist's House at Kuznetsky Most, Culture and the Arts !Club, Scientists' Club, Cinematography Club, Amateur Art Centre, Moscow. Russia 1987 "Francisco Infante. Artefakty a Kresby" (Artefacts and Drawings). Galeria Lounech; Dom !Umeni Mesta, Brno. -
The Making of Ethnicity in Southern Bessarabia: Tracing the Histories Of
The Making of Ethnicity in Southern Bessarabia: Tracing the histories of an ambiguous concept in a contested land Dissertation Zur Erlangung des Doktorgrades der Philosophie (Dr. phil.) vorgelegt der Philosophischen Fakultät I Sozialwissenschaften und historische Kulturwissenschaften der Martin-Luther-Universität Halle-Wittenberg, von Herrn Simon Schlegel geb. am 23. April 1983 in Rorschach (Schweiz) Datum der Verteidigung 26. Mai 2016 Gutachter: PD Dr. phil. habil. Dittmar Schorkowitz, Dr. Deema Kaneff, Prof. Dr. Gabriela Lehmann-Carli Contents Deutsche Zusammenfassung ...................................................................................................................................... iii 1. Introduction .............................................................................................................................................................. 1 1.1. Questions and hypotheses ......................................................................................................................... 4 1.2. History and anthropology, some methodological implications ................................................. 6 1.3. Locating the field site and choosing a name for it ........................................................................ 11 1.4. A brief historical outline .......................................................................................................................... 17 1.5. Ethnicity, natsional’nost’, and nationality: definitions and translations ............................ -
Download Invitation to Odessa I.I. Mechnikov National University
INVITATIONINVITATION toto OdessaOdessa I.I.MechnikovI.I.Mechnikov NationalNational UniversityUniversity WWW.ONU.EDU.UAWWW.ONU.EDU.UA Odessa I. I. Mechnikov University National Now in your hands you are holding an invitation to Odessa I.I.Mechnikov National University(ONU), which is one of the oldest educational establishments in Ukraine. In this issue you can learn about the extensive historic past of the University as well as its current educational, scientific and social work of thousands of teachers, scientific researchers and students. Our University is a traditional educational establishment, which meets all European standards. The University prepares specialists in the main areas of humanities and science. Today, in the 21st century, Ukraine is facing new economic and political challenges. For this reason, we have started preparing specialists in management, international relations and international economic relations, political studies, sociology, journalism, microbiology and many other contemporary disciplines. RECTOR of Odessa I.I.Mechnikov National The University’s work has received positive recognition and appreciation from many University European educational and scientific Dr.Sc. in Political Sciences , centres. Our University has become a Merited Person of Ukraine in the field of member of the International science and technology, Association of Universities. ONU Professor I.N.Koval takes part in all the events connected with higher education, which are organised by this international organisation. Exchange programmes for both students and teachers are also continuously in progress. Hundreds of Outstanding European Education overseas students receive education at ONU. Internationally recognised I genuinely believe, that cooperation with diploma our University will help you to enhance your future prospects in society, achieve top results in your professional Main objective: preparation of work, whether you are a scientist, a teacher, or a social worker. -
Akriotis, T., Albayrak, T., Kiziroglu, I., Erdogan, A
AKRIOTIS, T., ALBAYRAK, T., KIZIROGLU, İ., ERDOGAN, A. AND TURAN, L. (EDS.) 3RD INTERNATIONAL EURASIAN ORNITHOLOGY CONGRESS MYTILINI, GREECE 8-11 APRIL 2010 JOINTLY ORGANIZED BY AEGEAN UNIVERSITY - MYTILINI, GREECE AKDENIZ UNIVERSITY - ANTALYA, TURKEY HACETTEPE UNIVERSITY - ANKARA, TURKEY MEHMET AKIF ERSOY UNIVERSITY - BURDUR, TURKEY INTERNATIONAL BIRDING & RESEARCH CENTER - EILAT, ISRAEL 3rd International Eurasian Ornithology Congress AKRIOTIS, T., ALBAYRAK, T., KIZIROGLU, İ., ERDOGAN, A. AND TURAN, L. (EDITORS) 3RD INTERNATIONAL EURASIAN ORNITHOLOGY CONGRESS MYTILINI, GREECE 8-11 APRIL 2010 Department of Environmental Science, University of the Aegan, 81100 Mytilini, Greece. 2010 3rd International Eurasian Ornithology Congress CONGRESS CHAIRMAN İLHAMI KIZIROĞLU CONGRESS SECRETARY TRIANTAPHYLLOS AKRIOTIS TAMER ALBAYRAK LOCAL ORGANIZING COMMITTEE TRIANTAPHYLLOS AKRIOTIS LEFTERIS KAKALIS ELENI GALINOU MARIA NOIDOU TIMOS THEOFANELLIS SCIENTIFIC COMMITTEE TRIANTAPHYLLOS AKRIOTIS TAMER ALBAYRAK FRANZ BAIRLEIN EINHARD BEZZEL JACQUES BLONDEL OLGA DOLNIK ALI ERDOĞAN GEORDGE HANDRINOS GISELA KAPLAN SAVAS KAZANTZIDIS ANTON KRISTIN AHMET KILIÇ İLHAMI KİZİROĞLU JANUSZ KLOSKOWSKI LEVENT TURAN WALTHER THIEDE MICHAEL WINK REUVEN YOSEF 3rd International Eurasian Ornithology Congress CONTENTS ORAL PRESENTATIONS O-01 Evolution on islands: phenotypic and genetic responses to habitat heterogeneity Jacques Blondel...............................................................................................12 O-02 A mtDNA perspective on endemism in Caucasian