New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy

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adam_text PROCEEDINGS OF THE FOURTH INTERNATIONAL WORKSHOP ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS FOR HIGH ENERGY AND NUCLEAR PHYSICS APRIL 3-8, 1995 PISA, ITALY NE W COMPUTIN G TECHNIQUES IN PHYSICS RESEARCH IV EDITED BY B. DENBY IHFN SEZIONE DL PISA UNIVERSITATSBIBLIOTHEK HANNOVER TECHNISCHE INFORMATIONSBIBLIOTHEK D. PERRET-GALLIX 3 (ANNECY) CHRS WORLD SCIENTIFIC SINGAPORE * NEW JERSEY * LONDON * HONG KONG TABLE OF CONTENTS FOREWORD VII SOFTWARE ENGINEERING A. C. BALKE, J. CARTER, J. HAVEMAN EXPERIENCE USING FORMAL METHODS IN HIGH ENERGY PHYSICS 3 M. ARRUAT, B. AUTIN, G. H. HEMELSOET, M. MARTINI, E. WILDNER INTEGRATION OF SYMBOLIC COMPUTING IN ACCELERATOR CONTROL 9 P. FUCHS THE DEVELOPMENT OF AN OBJECT-ORIENTED SYSTEM WHICH INTEGRATES SIMULATION AND RECONSTRUCTION WITHIN A COMMON FRAMEWORK 15 D. PETRAVICK, E. BERMAN, V. GURBANI, T. NICINSKI, R. PORDES, R. RECHENMACHER, G. SERGEY, R. LUPTON SOFTWARE ENGINEERING METHODS AND STANDARDS USED IN THE SLOAN DIGITAL SKY SURVEY 23 C. MAIDANTCHIK, A. REGINA, C. ROCHA, C. WERNER QUALITY ASSURANCE ON COUPLING DAQ SOFTWARE MODULES 29 /. LEGRAND, U. GENSCH, H. LEICH, P. WEGNER DESIGN AND SIMULATION OF THE ON-LINE TRIGGER AND RECONSTRUCTION FARM FOR THE HERA-B EXPERIMENT 35 E. H. AGTERHUIS SOFTWARE TOOLS FOR THE SIMULATION OF SMALL GAS-FILLED PARTICLE DETECTORS 41 V. E. FINE USING THE WINDOWS NT OPERATING SYSTEM FOR HEP APPLICATIONS 47 M. A. HOWE, J. G. CRAMER, P. B. CRAMER SCONTROL, AN OBJECT-ORIENTED PROGRAM FOR SLOW CONTROL OF LARGE PHYSICS EXPERIMENTS 51 C. BORMANN, J. GREBIESZKOW, J. GUNTHER, D. ROHRICH, R. STOCK, H. STROBELE AND THE NA49 COLLABORATION A DISTRIBUTED ANALYSIS ENVIRONMENT 57 M. MARIN, P. CORDERO AN EVENT-DRIVEN SIMULATION ENVIRONMENT FOR HARD-PARTICLE MOLECULAR DYNAMICS 63 TH. FLOR, B. FRANCZYK ~~~~ MULTI PARADIGM SYSTEM VISIS AS KNOWLEDGE BASED FRAME-WORK FOR AN OBJECT-ORIENTED MEDICAL INFORMATION METHOD 69 TH. FLOR COMBINATION OF ODBS AND CORBA-STANDARD FOR MODELING OF OBJECT-ORIENTED DISTRIBUTED KNOWLEDGE BASED SYSTEMS 73 TH. FLOR INTEGRATION OF SYMBOLIC AND SUBSYMBOLIC INFORMATION CODING IN A MULTI PARADIGM KNOWLEDGE BASED SYSTEM 77 G. ATTARDI, C. TRAVERSO THE P0SS0 LIBRARY FOR POLYNOMIAL SYSTEM SOLVING 83 L. CIONI CO-OPERATIVE PRINCIPLES IN APPLICATION DESIGN 89 A. BELKHELLADI, B. LAZZERINI, A. MAGGIORE, F. MARCELLONI MOLECULE-ORIENTED DESIGN 95 SYMBOLIC MANIPULATION J. FLEISCHER CALCULATION OF TWO-LOOP VERTEX FUNCTIONS FROM THEIR SMALL MOMENTUM EXPANSION 103 D. SHIRKOV RENORMALIZATION GROUP SYMMETRY AND SOPHUS LIE GROUP ANALYSIS 111 T. VAN RITBERGEN, J. A. M. VERMASEREN, S. A. LARIN, P. NOGUEIRA THE CALCULATION OF VARIOUS QUANTITIES WITHIN PERTURBATION THEORY AT THE 3- AND 4-LOOP ORDER 121 D. J. BROADHURST, D. KREINER KNOTS AND NUMBERS IN 4 THEORY TO 7 LOOPS AND BEYOND 127 J. FUJIMOTO, Y. SHIMIZU, K. KATO, T. KANEKO NUMERICAL APPROACH TO TWO-LOOP THREE POINT FUNCTIONS WITH MASSES 133 D. PERRET-GALLIX TOWARDS A COMPLETE FEYNMAN DIAGRAMS AUTOMATIC COMPUTATION SYSTEM 139 M. JIMBO, T. KON, H. TANAKA, T. KANEKO A SYSTEM FOR THE AUTOMATIC COMPUTATION OF CROSS SECTIONS INCLUDING SUSY PARTICLES 149 A. I. DAVYDYCHEV, J. B. TAUSK TWO-LOOP VACUUM DIAGRAMS AND TENSORS DECOMPOSITIONS 155 O. V. TARASOV AN ALGORITHM FOR SMALL MOMENTUM EXPANSION OF FEYNMAN DIAGRAMS 161 P. BAIKOV, D. J. BROADHURST THREE-LOOP QED VACUUM POLARIZATION AND THE FOUR-LOOP MUON ANOMALOUS MAGNETIC MOMENT 167 T. KANEKO, N. NAKAZAWA AUTOMATIC CALCULATION OF 2-LOOP WEAK CORRECTIONS TO MUON ANOMALOUS MAGNETIC MOMENT 173 P. NASON SYMBOLIC MANIPULATION IN THEORETICAL HIGH ENERGY PHYSICS 179 P. PRONIN, K. V. STEPANYANTZ NEW TENSOR PACKAGE FOR REDUCE SYSTEM 187 U. MULLER A BASIS FOR INVARIANTS IN NON-ABELIAN GAUGE THEORIES 193 D. FLIEGNER, P. HABERL, M. G. SCHMIDT, C. SCHUBERT INVERSE MASS EXPANSION FROM WORLDLINE PATH INTEGRALS - HIGHER ORDER COEFFICIENTS AND ORDERING PROBLEMS 199 T. ISHIKAWA SYMBOLIC CODE OPTIMIZATION FOR TRACES OF GAMMA MATRICES 205 T. ISHIKAWA, S. KAWABATA, Y. KURIHARA AN INTERACTIVE VERSION OF GRACE AND CATALOGUE OF E + E~ INTERACTIONS AS ITS APPLICATION ~* 211 D. J. BROADHURST, A. GROZIN MULTILOOP CALCULATIONS IN HEAVY QUARK EFFECTIVE THEORY 217 5. CAPITANI, G. ROSSI THE USE OF SCHOONSCHIP AND FORM IN PERTURBATIVE LATTICE CALCULATIONS 223 V. F. KOVALEV COMPUTER ALGEBRA TOOLS IN A GROUP ANALYSIS OF QUASI-CHAPLYGIN SYSTEM OF EQUATIONS 229 S. V. KLIMENKO, I. NIKITIN, V. V. TALANOV VISUAL STUDY OF COMPLICATED PHENOMENA IN STRING THEORY 235 V. B. ANYKEYEV, A. V. POPOV, V. P. ZHIGUNOV ONE APPROACH TO S-SPLINE DESCRIPTION OF EXPERIMENTAL DISTRIBUTIONS 241 L. V. AVDEEV RECURRENCE RELATIONS FOR EVALUATING THREE-LOOP VACUUM DIAGRAMS WITH A MASS 253 J. GRACEY LARGE NF METHODS FOR COMPUTING THE PERTURBATIVE STRUCTURE OF DEEP INELASTIC SCATTERING 259 G. B. PIVOVAROV BREAKDOWN OF GAUGE INVARIANCE IN QED ATOM-LIKE BOUND STATE CALCULATIONS 265 D. KREIMER FEYNMAN DIAGRAM CALCULATIONS - FROM FINITE INTEGRAL REPRESENTATIONS TO KNOTTED INFINITIES 271 A. CANDIELLO WBASE: A C PACKAGE TO REDUCE TENSOR PRODUCTS OF LIE ALGEBRA REPRESENTATIONS. DESCRIPTIONS AND NEW DEVELOPMENTS 277 A. A. BEL KOV, A. LANYOV, A. SCHAALE CALCULATION OF HEAT-KERNEL COEFFICIENTS AND USAGE OF COMPUTER ALGEBRA 283 V. P. GERDT, V. V. KORNYAK COMPUTER ANALYSIS OF FINITELY PRESENTED LIE SUPERALGEBRAS 289 V. A. ILYIN, D. KOVALENKO, A. E. PUKHOV AN ALGORITHM FOR THE AUTOMATIC GENERATION OF KINEMATICS FOR COLLISIONS AND DECAY AT HIGH ENERGY 295 A. A. PIVOVAROV COMPUTATION OF COEFFICIENT FUNCTIONS FOR AN EXPANSION OF PARAPOSITRONIUM DECAY WIDTH USING REDUCE 301 /. AKUSHEVICH, A. R. ROSLIK, N. M. SHUMEIKO THE CALCULATION OF CONTRIBUTION OF DOUBLE BREMSSTRAHLUNG TO POLARIZATION ASYMMETRY BY USING SYMBOLIC MANIPULATION TECHNIQUE 307 T. KANEKO A FEYNMAN-GRAPH GENERATOR FOR ANY ORDER OF COUPLING CONSTANTS 313 A. CZARNECKI A METHOD OF COMPUTING TWO-LOOP FERMIONIC CORRECTION TO THE TOP QUARK DECAY RATE 319 E. REMIDDI GOLEM: A LANGUAGE (AND A PROGRAM) FOR WRITING (AND CHECKING) MATHEMATICAL PROOFS 325 ADAPTIVE METHODS: NEURAL NETWORKS, FUZZY LOGIC, EXPERT SYSTEMS, LANGUAGES, GENETIC ALGORITHMS, ETC. D. GOLDNER, H. GETTA, M. KOLANDER, T. KRAMERKAMPER, H. KOLANOSKI, J. FENT, W. FROCHTENICHT, F. GAEDE, A. GRUBER, J. HUBER, C. KIESLING, T. KOBLER, J. KOHNE, J. MOCK, P. RIBARICS, S. UDLUFT, D. WESTNER, T. ZOBEL ARTIFICIAL NEURAL NETWORKS AS A LEVEL-2 TRIGGER FOR THE HI EXPERIMENT - STATUS OF THE HARDWARE IMPLEMENTATION 333 XIII J. S. CONWAY, C. LOOMIS USING AN ANALOG NEURAL NETWORK TO TRIGGER ON TAU LEPTONS AT CDF 341 G. ANZELLOTTI, R. BATTITI, I. LAZZIZZERA, G. SONCINI, A. ZORAT, A. SARTORI, G. TECCHIOLLI, P. LEE TOTEM: A HIGHLY PARALLEL CHIP FOR TRIGGERING APPLICATIONS WITH INDUCTIVE LEARNING BASED ON THE REACTIVE TABU SEARCH 347 L. LUNDHEIM, I. LEGRAND, L. MOLL A PROGRAMMABLE ACTIVE MEMORY IMPLEMENTATION OF A NEURAL NETWORK FOR SECOND LEVEL TRIGGERING IN ATLAS 353 C. BALDANZA, J. BEICHTER, F. BISI, N. BRUELS, C. BRUSCHINI, A. COTTA-RAMUSINO, I. D ANTONE, L. MALFERRARI, P. MAZZANTI, P. MUSICO, P. NOVELLI, F. ODORICI, R. ODORICO, M. PASSASEO, M. ZUFFA RESULTS FROM A NEURAL TRIGGER BASED ON THE MA16 MICROPROCESSOR 359 T. TONG TRAN, S. SCHIEK, G. SCHMIDT, H. J. BEHREND, G. FRANKE, M. KANDER, K. D. KAMMEYER APPLICATION OF A HIGH SPEED ANALOG NEURAL NETWORK CHIP IN THE FIRST LEVEL RZ-TRIGGER OF THE HL-EXPERIMENT AT HERA 365 C. S. LINDSEY, T. LINDBLAD, G. SEKHNIAIDZE, G. SZEKELY, M. MINERSKJOLD EXPERIENCE WITH THE IBM ZISC306 NEURAL NETWORK CHIP 371 A. DE ANGELIS, G. COSMO, F. COSSUTTI TAGGING TH E S QUARK IN THE HADRONIC DECAYS OF THE Z G. STIMPFL-ABELE PARTICLE SEARCHES WITH NEURAL NETS T. F. DEGENER, M. KUNZE APPLICATION OF NEURAL NETWORKS AND A GENETIC ALGORITHM IN THE ANALYSIS OF MULTI PARTICLE FINAL STATES G. ORGANTINI USING GENETICS IN PARTICLE PHYSICS 377 383 391 397 C. PETERSON DETERMINING DEPENDENCY STRUCTURES AND ESTIMATING NONLINEAR REGRESSION ERRORS WITHOUT DOING REGRESSION B. SALVATORE, A. QERUSHI, B. DENBY, G. PAULETTA, L. SANTI NEUROCLASSIFIER CHIP FOR VERTEX DETECTION K. A. GERNOTH, J. CLARK NEURAL NETWORK MODELS OF NUCLEAR AND NOISY DATA D. FALCIAI ELECTRON IDENTIFICATION WITH NEURAL NETWORK TECHNIQUE AT SLD EXPERIMENT R. NOBREGA, J. VARELA A NEURAL NETWORK TRIGGER WITH A RICH DETECTOR GEZA SZEKELY, TH. LINDBLAD, C. S. LINDSEY EVALUATION OF A RBF/DDA NEURAL NETWORK S. VLACHOS THE CPLEAR NEURAL NETWORK TRIGGER SYSTEM 403 409 M. MASETTI, E. GANDOLFI, A. GABRIELLI, M. CECCHI, I. D ANTONE, M. RUSSO DESIGN AND REALIZATION OF A FUZZY PROCESSOR IN 1.0 /XM CMOS VLSI TECHNOLOGY FOR HEP APPLICATION 419 425 431 437 443 449 T. LINDBLAD, C. S. LINDSEY, M. MINERSKJOLD, A. EIDE, T. LINDEN, R. SHELTON ATTITUDE CONTROL SYSTEMS FOR SPACECRAFTS USING NEURAL NETWORKS AND FUZZY LOGIC 455 J. MOCK, J. FENT, W. FROCHTENICHT, F. GAEDE, A. GRUBER, J. HUBER, C. KIESLING, T. KOBLER, J. KOHNE, P. RIBARICS, S. UDLUFT, D. WESTNER, T. ZOBEL, D. GOLDNER, H. GETTA, M. KOLANDER, T. KRAMERKAMPER, H. KOLANOSKI ARTIFICIAL NEURAL NETWORKS AS A SECOND-LEVEL TRIGGER AT THE HI EXPERIMENT - PERFORMANCE ANALYSIS AND RESULTS 465 H. E. MIETTINEN, L. HOLMSTROM, S. R. SAIN TOP QUARK SEARCH WITH PROBABILITY DENSITY ESTIMATES AND NEURAL NETWORKS 473 A. W. LODDER, H. M. ANDREE, W. LOURENS, A. TAAL THE IMPLEMENTATION OF LARGE-SIZED FEED-FORWARD NEURAL NETWORKS PN THE CNAPS MULTI-PROCESSOR SYSTEM 479 H. M. A. ANDREE, A. W. LODDER, A. TAAL THE CONSTRUCTION OF FEED-FORWARD NEURAL NETWORKS BY MEANS OF GENETIC ALGORITHMS 485 M. KUNZE ARTIFICIAL INTELLIGENCE APPLICATIONS IN PARTICLE PHYSICS - A SUMMARY 491 H. E. MIETTINEN TOP QUARK RESULTS FROM D-ZERO 499 V. M. SEVERYANOV CALCULATION AND INTERACTIVE CONSTRUCTION OF FLAT FRACTALS USING NEURAL NETWORKS 509 J. BUDAGOV, I. CHIRIKOV-ZORIN, D. PANTEA, V. SEVERYANOV, V. SHIGAEV, S. SUSHKOV, P. STAVINA, M. BOSMAN, M. NESSI APPLICATION OF ARTIFICIAL NEURAL NETWORKS TO LOW PR MUON IDENTIFICATION IN ATLAS HADRON CALORIMETER 515 R. BERLICH TRAINING FEEDFORWARD NEURAL NETWORKS USING EVOLUTIONARY STRATEGIES 521 A. A. HANDZEL, M. G. BLATT, C. P. DE LOS HEROS COMPARISON OF THREE NEURAL NETWORK ALGORITHMS IN A CERENKOV RING CLASSIFICATION TASK 527 /. FIORINO, G. PAULETTA PULSE SHAPE DISCRIMINATION WITH A NEURAL NETWORK 533 M. KUNZE, J. STEFFENS GROWING CELL STRUCTURE AND NEURAL GAS - INCREMENTAL NEURAL NETWORKS 539 J. M. SEIXAS, L. P. CALOBA, B. KASTRUP A NEURAL SECOND-LEVEL TRIGGER SYSTEM BASED ON CALORIMETRY AND PRINCIPAL COMPONENTS ANALYSIS 545 XVI J. M. SEIXAS, R. W. SANTOS, L. P. CALOBA IMPLEMENTING A NEURAL SECOND LEVEL TRIGGER SYSTEM ON A FAST DSP: THE FEATURE EXTRACTION PROBLEM G. A. OSOSKOV ROBUST TRACKING BY CELLULAR AUTOMATA AND NEURAL NETWORKS W. TAJUDDIN STRUCTURED FEEDFORWARD NEURAL NETWORKS FOR TRACKFINDING W. TAJUDDIN UNDERSTANDING EVENT CLASSIFICATION BY MULTILAYER PERCEPTRONS W. TAJUDDIN, R. MAHAT, Y. MOHD AMIN TRACK CLASSIFICATION AND ENUMERATION IN SOLID STATE NUCLEAR TRACK DETECTORS USING CELLULAR AUTOMATA M. CASOLINO, M. CANDUSSO, M. P. DE PASCALE, A. MORSELLI, P. PICOZZA, R. SPARVOLI, M. RICCI OPTIMIZATION OF A NEURAL NETWORK FOR PARTICLE CLASSIFICATION IN A SEGMENTED CALORIMETER M. CASOLINO, P. PICOZZA A CELLULAR AUTOMATON TO FILTER NOISE IN HIGH ENERGY PHYSICS PARTICLE TRACKS 551 557 565 571 577 583 589 G. STIMPFL-ABELE, M. LUDWIG DETERMINATION OF BEAM PARAMETERS FOR LEAR WITH NEURAL NETS 595 5. WESTERHOF, H. MEYER NEURAL NETS AS A TOOL FOR SEPARATING 7- AND HADRON-INDUCED AIR SHOWER 601 C. BUSCH, K. H. BECKS, S. HAHN A NEW APPROACH TOWARDS THE PROBLEM OF ADJUSTING MONTE CARLO GENERATOR PARAMETERS BY MEANS OF THE EVOLUTION STRATEGY 609 M. P. BUSSA, L. FAVA, L. FERRERO, A. GRASSO, V. V. IVANOV, I. V. KISEL, E. V. KONOTOPSKAYA, G. B. PONTECORVO ON A POSSIBLE SECOND-LEVEL TRIGGER FOR THE EXPERIMENT DISTO 617 M. CASTELLANO, G. TOMASICCHIO AN OBJECT ORIENTED APPROACH TO DESIGN SYMBOLIC AND CONNECTIONIST . SYSTEMS IN HIGH ENERGY PHYSICS 623 D. L. BUI, T. GREENSHAW, K. D. KRAMMEYER APPLICATION OF THE ELASTIC ARMS APPROACH TO TRACK FINDING IN THE FORWARD TRACKING DETECTOR OF HL-EXPERIMENT AT HERA 629 G. OSOSKOV, E. A. TIKHONENKO NEW RANDOM NUMBER GENERATOR ON THE BASE OF 2D-CELLULAR AUTOMATON 635 E. G. BUBELEV, V. M. SEVERYANOV ARTIFICIAL NEURAL NETWORK USAGE FOR RECOGNITION OF POINCARE IMAGINABLE STATISTICAL BODIES IN NON-EUCLIDEAN HIGH ENERGY PHYSICS 641 G. GIUGLIARELLI, L. SANTI FAST RECONSTRUCTION OF THE VERTEX OF ANTIPROTON ANNIHILATION AT INTERMEDIATE ENERGIES, BASED ON A ROTOR NEURAL NETWORK 647 J. 5. LANGE, TH. DEGENER, J. LUDEMANN, M. KUNZE, M. STEINKE, W. POTTHAST CLUSTER-GRAVITATION - AN EXTENSION TO THE KOHONEN ALGORITHM FOR THE IDENTIFICATION OF THE PP-BREMSSTRAHLUNG AT COSY 653 T. AZIZ HEAVY FLAVOUR TAGGING FROM HADRONIC Z DECAYS IN THE L3 DETECTOR USING NEURAL NETWORK TECHNIQUE 659 R. BARLOW, O. COOKE QUARK CHARGE DETERMINATION FROM HADRONIC JETS 665 LI. AMETLLER, G. STIMPFL-ABELE, P. TALAVERA, LI. GARRIDO, P. YEPES USING NEURAL NETWORKS TO ENHANCE SIGNAL OVER BACKGROUND: THE TOP-QUARK SEARCH 671 D. STEUER, G. GRIESSBACH THE USE OF ADAPTIVE RECURSIVE ESTIMATION METHODS FOR ACCELERATION OF BACKPROPAGATION LEARNING ALGORITHM 677 XVIII E. DROUGGE, J. WROLDSEN A ROBUST ALGORITHM FOR PRUNING NEURAL NETWORKS 683 F. TKACHOV GETTING RID OF AMBIGUITIES OF JET ALGORITHM 691 G. D AGOSTINI UNFOLDING OF EXPERIMENTAL DISTRIBUTIONS BY AN ITERATIVE USE OF BAYES S FORMULA WITH INTERMEDIATED SMOOTHING 697 Y. PEI NEURAL NETWORK: A POWERFUL TOOL FOR CLASSIFICATION 703 C. DAVID, J. AICHELIN NEURAL NETWORKS APPLIED TO NUCLEAR PHYSICS 709 J. PRORIOL SELECTION OF VARIABLES FOR NEURAL NETWORK ANALYSIS-COMPARISON OF SEVERAL METHODS WITH HIGH ENERGY PHYSICS DATA 719 P. GAY, B. MICHEL, J. PRORIOL, 0. DESCHAMPS TAGGING HIGGS BOSONS IN HADRONIC LEP2 EVENTS WITH A NEURAL NETWORKS 725 S. A. BAGINYAN, G. OSOSKOV CONTROLLED NEURAL NETWORK APPLICATION IN TRACK-MATCH PROBLEM 731 G. D AGOSTINI USE AND MISUSE OF THE COVARIANCE MATRIX TO FIT CORRELATED DATA 737 E. GANDOLFI, A. GABRIELLI, M. MASETTI INTRODUCTION TO THE FUZZY LOGIC 743 A. YU. BONYUSHKINA, V. V. IVANOV, P. V. ZRELOV INPUT DATA FOR A MULTILAYER PERCEPTRON IN THE FORM OF VARIATIONAL SERIES 751 P. FUCHS APPLICATION OF NEURAL NETWORK ALGORITHMS FOR DATA ANALYSIS IN A HIGH ENERGY PHYSICS EXPERIMENT 757 R. SINKUS A NOVEL APPROACH TO ERROR FUNCTION MINIMIZATION FOR FEEDFORWARD NEURAL NETWORKS 761 W. ABRAMOWICZ, A. CALDWELL, R. SINKUS NEURAL NETWORK BASED ELECTRON IDENTIFICATION IN THE ZEUS CALORIMETER 763 V. V. IVANOV MULTIDIMENSIONAL DATA ANALYSIS BASED ON THE U;-CRITERIA AND - MULTILAYER PERCEPTRON M. FUCHS VERY HIGHLY MULTIPLICITY TRACKING IN HEAVY ION COLLISIONS WITH THE NA49 TIME-PROJECTION CHAMBERS (TPC S) M. R. CLARK, C. A. BYRD, W. J. BRAITHWAITE A ROUGH-SET-BASED GROUPING ALGORITHM FOR PARTICLE TRACKING IN HIGH ENERGY PHYSICS LIST OF PARTICIPANTS 765 771 777 783 SOFTWARE ENGINEERING
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spelling New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy ed. by B. Denby ...
Singapore [u.a.] World Scientific 1995
XX, 793 S. graph. Darst.
txt rdacontent
n rdamedia
nc rdacarrier
Datenverarbeitung
Künstliche Intelligenz
Algebra Data processing Congresses
Artificial intelligence Congresses
Nuclear physics Data processing Congresses
Particles (Nuclear physics) Data processing Congresses
Software engineering Congresses
Physik (DE-588)4045956-1 gnd rswk-swf
Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf
(DE-588)1071861417 Konferenzschrift 1995 Pisa gnd-content
Physik (DE-588)4045956-1 s
Datenverarbeitung (DE-588)4011152-0 s
DE-604
Denby, Bruce Sonstige oth
International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics 4 1995 Pisa Sonstige (DE-588)1234209-9 oth
GBV Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007202983&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy
Datenverarbeitung
Künstliche Intelligenz
Algebra Data processing Congresses
Artificial intelligence Congresses
Nuclear physics Data processing Congresses
Particles (Nuclear physics) Data processing Congresses
Software engineering Congresses
Physik (DE-588)4045956-1 gnd
Datenverarbeitung (DE-588)4011152-0 gnd
subject_GND (DE-588)4045956-1
(DE-588)4011152-0
(DE-588)1071861417
title New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy
title_auth New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy
title_exact_search New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy
title_full New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy ed. by B. Denby ...
title_fullStr New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy ed. by B. Denby ...
title_full_unstemmed New computing techniques in physics research IV proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy ed. by B. Denby ...
title_short New computing techniques in physics research IV
title_sort new computing techniques in physics research iv proceedings of the fourth international workshop on software engineering artificial intelligence and expert systems for high energy and nuclear physics april 3 8 1995 pisa italy
title_sub proceedings of the Fourth International Workshop on Software Engineering, Artificial Intelligence and Expert Systems for High Energy and Nuclear Physics, April 3 - 8, 1995, Pisa, Italy
topic Datenverarbeitung
Künstliche Intelligenz
Algebra Data processing Congresses
Artificial intelligence Congresses
Nuclear physics Data processing Congresses
Particles (Nuclear physics) Data processing Congresses
Software engineering Congresses
Physik (DE-588)4045956-1 gnd
Datenverarbeitung (DE-588)4011152-0 gnd
topic_facet Datenverarbeitung
Künstliche Intelligenz
Algebra Data processing Congresses
Artificial intelligence Congresses
Nuclear physics Data processing Congresses
Particles (Nuclear physics) Data processing Congresses
Software engineering Congresses
Physik
Konferenzschrift 1995 Pisa
url http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007202983&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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