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AMVA4NewPhysics SIGNED

Advanced Multi-Variate Analysis for New Physics Searches at the LHC

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

AMVA4NewPhysics project word cloud

Explore the words cloud of the AMVA4NewPhysics project. It provides you a very rough idea of what is the project "AMVA4NewPhysics" about.

academia accelerator suitability description frontier learning 13 innovative run discoveries higgs model heralded amva improvement prospects collider sensitivity phenomena answers probe significantly ample universe standard searches statistical mysteries era always powerful network training techniques lhc successful software hadron specialize smallest creation existence boost outside energy transfer upcoming import boson dark utilized distance turning students observation encountered interdisciplinary 2012 graduate collected particle tools scales maximizing with exploring extensive physics obtaining data ties tev dawn discovery career posed room variate academic chance imperative directions

Project "AMVA4NewPhysics" data sheet

The following table provides information about the project.

Coordinator	ISTITUTO NAZIONALE DI FISICA NUCLEARE Organization address address: Via Enrico Fermi 40 city: FRASCATI postcode: 44 website: www.infn.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Italy [IT]
Project website	https://amva4newphysics.wordpress.com
Total cost	2˙393˙361 €
EC max contribution	2˙393˙361 € (100%)
Programme	1. H2020-EU.1.3.1. (Fostering new skills by means of excellent initial training of researchers)
Code Call	H2020-MSCA-ITN-2015
Funding Scheme	MSCA-ITN-ETN
Starting year	2015
Duration (year-month-day)	from 2015-09-01 to 2019-08-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	ISTITUTO NAZIONALE DI FISICA NUCLEARE ISTITUTO NAZIONALE DI FISICA NUCLEARE Organization address address: Via Enrico Fermi 40 city: FRASCATI postcode: 44 website: www.infn.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (FRASCATI)	coordinator	258˙061.00
2	EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH EUROPEAN ORGANIZATION FOR NUCLEAR RESEARCH Organization address address: ESPLANADE DES PARTICULES 1 PARCELLE 11482 DE MEYRIN BATIMENT CADASTRAL 1046 city: GENEVA 23 postcode: 1211 website: www.cern.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (GENEVA 23)	participant	449˙412.00
3	THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD Organization address address: WELLINGTON SQUARE UNIVERSITY OFFICES city: OXFORD postcode: OX1 2JD website: www.ox.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (OXFORD)	participant	273˙287.00
4	UNIVERSITE CLERMONT AUVERGNE UNIVERSITE CLERMONT AUVERGNE Organization address address: 49 BOULEVARD FRANCOIS MITTERRAND city: CLERMONT-FERRAND postcode: 63000 website: http://creation-uca.fr/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (CLERMONT-FERRAND)	participant	262˙875.00
5	UNIVERSITA DEGLI STUDI DI PADOVA UNIVERSITA DEGLI STUDI DI PADOVA Organization address address: VIA 8 FEBBRAIO 2 city: PADOVA postcode: 35122 website: www.unipd.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (PADOVA)	participant	258˙061.00
6	UNIVERSITE CATHOLIQUE DE LOUVAIN UNIVERSITE CATHOLIQUE DE LOUVAIN Organization address address: PLACE DE L UNIVERSITE 1 city: LOUVAIN LA NEUVE postcode: 1348 website: www.uclouvain.be contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (LOUVAIN LA NEUVE)	participant	250˙560.00
7	LABORATORIO DE INSTRUMENTACAO E FISICA EXPERIMENTAL DE PARTICULAS LIP LABORATORIO DE INSTRUMENTACAO E FISICA EXPERIMENTAL DE PARTICULAS LIP Organization address address: RUA LARGA 4 UNIVERSIDADE DE COIMBRA city: COIMBRA postcode: 3004 516 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PT (COIMBRA)	participant	238˙356.00
8	INSTITUTE OF ACCELERATING SYSTEMS AND APPLICATIONS INSTITUTE OF ACCELERATING SYSTEMS AND APPLICATIONS Organization address address: PANEPISTIMIOU 30 city: ATHINA postcode: 10024 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (ATHINA)	participant	201˙989.00
9	TECHNISCHE UNIVERSITAET MUENCHEN TECHNISCHE UNIVERSITAET MUENCHEN Organization address address: Arcisstrasse 21 city: MUENCHEN postcode: 80333 website: www.tu-muenchen.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUENCHEN)	participant	200˙757.00
10	UNIVERSITE BLAISE PASCAL CLERMONT-FERRAND II UNIVERSITE BLAISE PASCAL CLERMONT-FERRAND II Organization address address: AVENUE CARNOT 34 city: CLERMONT FERRAND CEDEX 1 postcode: 63006 website: www.univ-bpclermont.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (CLERMONT FERRAND CEDEX 1)	participant	0.00
11	B12 CONSULTING B12 CONSULTING Organization address address: RUE D'OSTIN, V-LEZ-HEEST 3 city: LA BRUYERE postcode: 5080 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (LA BRUYERE)	partner	0.00
12	ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE Organization address address: BATIMENT CE 3316 STATION 1 city: LAUSANNE postcode: 1015 website: www.epfl.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (LAUSANNE)	partner	0.00
13	MathWorks MathWorks Organization address address: n.a. city: Natick postcode: n.a. website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (Natick)	partner	0.00
14	SDG CONSULTING ITALIA SPA SDG CONSULTING ITALIA SPA Organization address address: VIA DELLA MOSCOVA 18 city: MILANO MI postcode: 20121 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MILANO MI)	partner	0.00
15	THE REGENTS OF THE UNIVERSITY OF CALIFORNIA THE REGENTS OF THE UNIVERSITY OF CALIFORNIA Organization address address: FRANKLIN STREET 1111, 12 FLOOR city: OAKLAND CA postcode: 94607 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (OAKLAND CA)	partner	0.00
16	Yandex Yandex Organization address address: Lva Tolstogo 16 city: Moscow postcode: 119021 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	RU (Moscow)	partner	0.00

Map

Project objective

With the 2012 discovery of the Higgs boson at the Large Hadron Collider, LHC, the Standard Model of particle physics has been completed, emerging as a most successful description of matter at the smallest distance scales. But as is always the case, the observation of this particle has also heralded the dawn of a new era in the field: particle physics is now turning to the mysteries posed by the presence of dark matter in the universe, as well as the very existence of the Higgs. The upcoming run of the LHC at 13 TeV will probe possible answers to both issues, providing detailed measurements of the properties of the Higgs and extending significantly the sensitivity to new phenomena.

Since the LHC is the only accelerator currently exploring the energy frontier, it is imperative that the analyses of the collected data use the most powerful possible techniques. In recent years several analyses have utilized multi-variate analysis techniques, obtaining higher sensitivity; yet there is ample room for further improvement. With our programme we will import and specialize the most powerful advanced statistical learning techniques to data analyses at the LHC, with the objective of maximizing the chance of new physics discoveries.

We aim at creating a network of European institutions to foster the development and exploitation of Advanced Multi-Variate Analysis (AMVA) for New Physics searches. The network will offer extensive training in both physics and advanced analysis techniques to graduate students, focusing on providing them with the know-how and the experience to boost their career prospects in and outside academia. The network will develop ties with non-academic partners for the creation of interdisciplinary software tools, allowing a successful knowledge transfer in both directions. The network will study innovative techniques and identify their suitability to problems encountered in searches for new physics at the LHC and detailed studies of the Higgs boson sector.

Deliverables

List of deliverables.
Publication on report of the implementation of the AToM MVA recasting package	Documents, reports	2020-01-14 16:51:58
Software implementation of the inverse bagging algorithm	Other	2020-01-14 16:51:50
Report on SL method for new searches	Documents, reports	2020-01-14 16:51:53
Publication on MEM and its implementations	Documents, reports	2020-01-14 16:51:57
Organization of network events 2	Documents, reports	2020-01-14 16:51:58
Report on the inverse bagging algorithm	Documents, reports	2020-01-14 16:51:58
Final report on performance of algorithms for LHC searches of new physics	Documents, reports	2020-01-14 16:51:51
Final report on classification and regression tools for Higgs measurements	Documents, reports	2020-01-14 16:52:11
Assessment of impact of outreach activities in outreach workshop talks	Other	2020-01-14 16:51:58
Draft Periodic Report	Documents, reports	2019-07-09 17:25:48
Organization of network events 1	Documents, reports	2019-07-09 17:25:48
Report of studied SL methods for targeted and global searches of new physics	Documents, reports	2019-07-09 17:25:48
Soft Skills training	Other	2019-07-09 17:25:48
Online web documentation of package	Documents, reports	2019-07-09 17:25:48
Report on MVA for Higgs studies	Documents, reports	2019-07-09 17:25:48
C++ package to evaluate MEM weights for arbitrary processes in the SM and beyond	Other	2019-07-09 17:25:48
Public seminars in high schools and public events by ESRs	Other	2019-07-09 17:25:48
Network Blog - Hashtag	Websites, patent fillings, videos etc.	2019-07-09 17:25:48
Report of performance of algorithms for data-driven background shape modelling	Documents, reports	2019-07-09 17:25:48

Take a look to the deliverables list in detail: detailed list of AMVA4NewPhysics deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2019	A. M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi, E. Asilar, T. Bergauer, J. Brandstetter, M. Dragicevic, J. ErÃ¶, A. Escalante Del Valle, M. Flechl, R. FrÃ¼hwirth, V. M. Ghete, J. Hrubec, M. Jeitler, N. Krammer, I. KrÃ¤tschmer, D. Liko, T. Madlener, I. Mikulec, N. Rad, H. Rohringer, J. Schieck, R. SchÃ¶fbeck, M. Spanring, D. Spitzbart, A. Taurok, W. Waltenberger, J. Wittmann, C.-E. Wulz, M. Zaruc Search for nonresonant Higgs boson pair production in the b b Â¯ b b Â¯ published pages: , ISSN: 1029-8479, DOI: 10.1007/jhep04(2019)112	Journal of High Energy Physics 2019/4	2019-10-29
2019	A.â€‰M. Sirunyan, A. Tumasyan, W. Adam, F. Ambrogi, E. Asilar, T. Bergauer, J. Brandstetter, M. Dragicevic, J. ErÃ¶, A. Escalante Del Valle, M. Flechl, R. FrÃ¼hwirth, V.â€‰M. Ghete, J. Hrubec, M. Jeitler, N. Krammer, I. KrÃ¤tschmer, D. Liko, T. Madlener, I. Mikulec, N. Rad, H. Rohringer, J. Schieck, R. SchÃ¶fbeck, M. Spanring, D. Spitzbart, A. Taurok, W. Waltenberger, J. Wittmann, C.-E. Wulz, M. Z Combination of Searches for Higgs Boson Pair Production in Proton-Proton Collisions at s = 13 â€‰ â€‰ TeV published pages: , ISSN: 0031-9007, DOI: 10.1103/physrevlett.122.121803	Physical Review Letters 122/12	2019-10-29
2019	Fabricio Jimenez Model independent searches for New Physics using Machine Learning at the ATLAS experiment published pages: , ISSN: , DOI:		2019-10-29
2019	COSTANTIN, DENISE; MENARDI, GIOVANNA; BRAZZALE, ALESSANDRA ROSALBA A novel approach for pre-filtering event sources using the von Mises distribution published pages: , ISSN: , DOI:	EMS 2019 Program and Book of Abstracts	2019-10-15
2018	Kotkowski, G. M. Advanced Statistical Methods for Data Analysis in Particle Physics published pages: , ISSN: , DOI:		2019-10-15
2019	Vischia, P.; MENARDI, GIOVANNA; KOTKOWSKI, GRZEGORZ MICHAL; The DAB: Detecting Anomalies via Bootstrapping published pages: , ISSN: , DOI:	EMS 2019 - Program and Book of Abstracts	2019-10-15
2018	Tommaso Dorigo, Martino Dall\'Osso, Pablo de Castro Manzano, Livio Finos, Grzegorz Kotkowski, Giovanna Menardi, Bruno Scarpa Hemisphere Mixing: A Fully Data-Driven Model Of QCD Multijet Backgrounds For LHC Searches published pages: 370, ISSN: , DOI: 10.22323/1.314.0370	Proceedings of The European Physical Society Conference on High Energy Physics â€” PoS(EPS-HEP2017)	2019-10-15
2019	Casa, Alessandro; MENARDI, GIOVANNA Nonparametric Semisupervised Classification and Variable Selection for New Physics Searches published pages: , ISSN: , DOI:	EMS 2019 - Program and Book of Abstracts	2019-10-15
2019	M. Aaboud, G. Aad, B. Abbott, D. C. Abbott, O. Abdinov, A. Abed Abud, D. K. Abhayasinghe, S. H. Abidi, O. S. AbouZeid, N. L. Abraham, H. Abramowicz, H. Abreu, Y. Abulaiti, B. S. Acharya, S. Adachi, L. Adam, C. Adam Bourdarios, L. Adamczyk, L. Adamek, J. Adelman, M. Adersberger, A. Adiguzel, S. Adorni, T. Adye, A. A. Affolder, Y. Afik, C. Agapopoulou, M. N. Agaras, A. Aggarwal, C. Agheorghiesei, J. Measurement of VH, H â†’ b b Â¯ $$ mathrm{H}to mathrm{b}overline{mathrm{b}} $$ production as published pages: , ISSN: 1029-8479, DOI: 10.1007/jhep05(2019)141	Journal of High Energy Physics 2019/5	2019-09-26

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