6 research outputs found
Evaluating neural load disaggregation for ambient assisted living applications
- Author
- Publication venue
- Publication date
- 2023
- Field of study
No full textNon-intrusive Load Monitoring (NILM), also known as Load Disaggregation, is the problem of identifying the power consumption related to individual appliances through only a single metering point. It gained significant attention during the past decade, notably with deep neural networks. These models offer a promising alternative to traditional activity monitoring of older adults living alone, relying on more intrusive sensing technologies. Yet, this adoption faces several challenges. First, load disaggregation techniques are perceived as privacy-violating technologies since they can reveal sensitive information, notably with data sampled at the high frequency required by deep models. Second, the comparability problem in NILM scholarship is still a research gap. Little is known about state-of-the-art performance and models suitable for each appliance due to heterogeneous evaluation setups. Third, despite the fact that a handful set of frameworks for activity monitoring based on NILM have already been proposed in the literature, none of them evaluated the potential errors propagated by the disaggregation approaches.The current thesis addresses these issues. First, an open-source energy measurement system is suggested leveraging open-source technologies to enable local processing of the data with a NILM module. The system is evaluated on two real energy datasets and one synthetic energy dataset. Second, the author addresses the problem of comparability in NILM through the adoption of machine learning best practices implemented and made available to the research community through an open-source python package. Furthermore, the author develops an open-source NILM benchmark repository containing both baselines and recent models to facilitate comparability in future work. A simulation study of federated learning for local processing and privacy-preserving NILM is furtehr presented, highlighting promising results and potential future research directions. Finally, a novel activity monitoring framework is presented and evaluated on a synthetic dataset quantifying the error propagated by a NILM algorithm.Hafsa BousbiatDissertation Universität Klagenfurt 202
Evaluating neural load disaggregation for ambient assisted living applications
- Author
- Publication venue
- Publication date
- 2023
- Field of study
No full textNon-intrusive Load Monitoring (NILM), also known as Load Disaggregation, is the problem of identifying the power consumption related to individual appliances through only a single metering point. It gained significant attention during the past decade, notably with deep neural networks. These models offer a promising alternative to traditional activity monitoring of older adults living alone, relying on more intrusive sensing technologies. Yet, this adoption faces several challenges. First, load disaggregation techniques are perceived as privacy-violating technologies since they can reveal sensitive information, notably with data sampled at the high frequency required by deep models. Second, the comparability problem in NILM scholarship is still a research gap. Little is known about state-of-the-art performance and models suitable for each appliance due to heterogeneous evaluation setups. Third, despite the fact that a handful set of frameworks for activity monitoring based on NILM have already been proposed in the literature, none of them evaluated the potential errors propagated by the disaggregation approaches.The current thesis addresses these issues. First, an open-source energy measurement system is suggested leveraging open-source technologies to enable local processing of the data with a NILM module. The system is evaluated on two real energy datasets and one synthetic energy dataset. Second, the author addresses the problem of comparability in NILM through the adoption of machine learning best practices implemented and made available to the research community through an open-source python package. Furthermore, the author develops an open-source NILM benchmark repository containing both baselines and recent models to facilitate comparability in future work. A simulation study of federated learning for local processing and privacy-preserving NILM is furtehr presented, highlighting promising results and potential future research directions. Finally, a novel activity monitoring framework is presented and evaluated on a synthetic dataset quantifying the error propagated by a NILM algorithm.Hafsa BousbiatDissertation Universität Klagenfurt 202
Detecteurs pyroelectriques sur polyvinylidene bifluore et copolymere, integres sur silicium: approche technologique de capteurs unitaires et matrices bidimensionnelles infrarouges
- Publication venue
- Publication date
- 01/01/1991
- Field of study
No full textSIGLEAvailable from INIST (FR), Document Supply Service, under shelf-number : T 79422 / INIST-CNRS - Institut de l'Information Scientifique et TechniqueFRFranc
Parameters Controlling The Design Of A Pyroelectric PVDF Matrix Array
- Publication venue
- Publication date
- 1989
- Field of study
No full text
Abstracts of 1st International Conference on Computational & Applied Physics
- Author
- Schahrazade Tizi; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes (Algérie)
- B. Tahir; Laboratory for Developing New Materials and Their Characterizations Department of Physics, Faculty of Science, University Ferhat Abbas Setif 1, Setif, 19000
- Labdelli Boutaleb; Research Center in Semiconductor Technology for Energetic (CRTSE) 02 Bd. Frantz Fanon—Alger BP N°140, Les 07 Merveilles, Algiers, Algeria
- Hakim Amrouche; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Fatiha Hamidi; Laboratory of Functional and Nano-structured Eco-materials (LEMFN) Department of Chemistry Faculty of Sciences, University of Science and Technology of Oran Mohamed Boudiaf USTO-MB, B.P.1505 Elmenaouar, Oran, Algeria
- Saidi Hnane; Physics of thin films and applications (LPCMA) university of Biskra Algeria
- Nabila Belkhir; Laboratoire LPPMCA Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Benamar Bouhafs; Department of physics Faculty of Siences Theoretical Physics Laboratory, University of Tlemcen, 13000
- Houda Bakhchi; Laboratoire de Physique des plasmas Matériaux Conducteurs et leurs Applications LPPMCA, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Chouaih. A; Laboratory of technology and solid properties Abdelhamid Ibn Badis University of Mostaganem, 27000 Mostaganem
- Boutaleb Labdelli ; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- Amina Haoui; Department of Engineering Physics USTO-Oran, Algeria
- Boudjada Ali; Laboratoire de Cristallographie Université Mentouri, Constantine, Algérie
- Nadir Belgroune; Micro & Nano Physics Group Physics Department, Faculty of Sciences, University Saad Dahlab Blida 1 (USDB1), P.O. Box 270, 09000 Blida
- Lyes Zougar; DDCS Division/Research Center of semiconductor technology for energetic
- Bouraoui Hazem; Laboratoire de Cristallographie Université Mentouri, Constantine, Algérie, Univ. Ouargla, Fac. des Mathématiques et Sciences de la Matière, route de Ghardaia, Ouargla 30000, Algeria
- Samira Hamaili louaifi; Laboratoire de mécanique des fluides théorique et appliquée LMFTA-USTHB
- Baya Zebentout; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes (Algérie)
- Benslafa Nacera; Université des Sciences et de la Technologie d’Oran Faculté de Physique BP1505 El Mnaouer Bir El Djir Oran Algérie
- Amina Mataoui; Laboratoire de mécanique des fluides théorique et appliquée LMFTA-USTHB
- Messaoud Nemouchi; Laboratoire d’Électronique Quantique Faculté de Physique, USTHB, BP32, El-Alia, Algiers
- Djelloul Abdelkader; Research Center in Semiconductor Technology for Energetic (CRTSE) 02 Bd. Frantz Fanon—Alger BP N°140, Les 07 Merveilles, Algiers, Algeria
- Hocine Meradji; Laboratoire physique des rayonnements LPR Département de Physique, Faculté des Sciences, Université Badji Mokhtar, Annaba 23000, Algeria
- Frédéric Labat; Chimie ParisTech PSL University, Institute of Chemistry for Life and Health Sciences – UMR 8060, Chemical Theory and Modelling Group, F-75005 Paris
- Smaine Bekhechi; Department of physics /Research Laboratory of Theoretical Physics Faculty of Sciences, University of Tlemcen, BP119, Algeria
- Noureddine Gabouze; Couches Minces Surfaces et Interfaces’ Division – Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique(CRTSE), 02 Bd. Frantz Fanon, B.P. 140, Alger 7-merveilles, Algiers, Algeria
- Asmaa Hireche Baghdad; Department of Engineering Physics USTO-Oran, Algeria
- K. Ameur; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- Mustafa Moumni; Department of Matter Sciences Laboratory of Photonic Physics and Nano-Materials (LPPNNM), University of Biskra, 07000 Biskra
- Amria Bencherif; Department de Physique Université de Boumerdes, Algérie
- Mahi fattima; Department of physics University Abd Hamid ben badis, Mostaganem, Laboratoire de Structure, Elaboration et Application des Matériaux
- Mohamed Bachir Bouiadjra; Laboratoire des Structures et Matériaux Avancés dans le Génie Civil et Travaux Publics Université de Sidi Bel Abbes, Faculté de Technologie, Département de génie civil
- A. Bouhemadou; Laboratory for Developing New Materials and Their Characterizations Department of Physics, Faculty of Science, University Ferhat Abbas Setif 1, Setif, 19000
- M. Derbal; Department of physic LASICOM Laboratory, University of Blida 1
- Samira Boukachabia; Laboratory of Magnetism and Spectroscopy of Solids (LM2S) Badji Mokhtar University P. O. Box 12, Annaba 23000
- Andreas Savin; Laboratoire de Chimie Théorique CNRS and UPMC Université Paris 06, Sorbonne University, F- 75252
- Billal Brahimi; Laboratory of Transfer Phenomena Faculty of Mechanical Engineering and Process Engineering, USTHB, BP 32, Algiers
- Amel Benmansour; Department of physics/ Laboratory of Automatics Faculty of Sciences, University of Tlemcen, BP119
- Megrouss. Y; Laboratory of technology and solid properties Abdelhamid Ibn Badis University of Mostaganem, 27000 Mostaganem
- Nouha Bouzana; Département de Physique Faculté des Sciences et de la Technologie, Université Chadli Bendjedid (UCBET), El Tarf 36000, Algeria
- Benbaier Kouider; Theoretical Physics Laboratory Physics Dpt., Sciences Faculty, Tlemcen University
- Beghdadi Lina; Department of physics /laboratory of photonic physics and nanomaterials multifunctional University of biskra, Algeria
- Amar Boukerrou; Department of process engineering University of Abderrahmane Mira- Bejaia, Algeria
- Belakfouf. N; Laboratory of technology and solid properties Abdelhamid Ibn Badis University of Mostaganem, 27000 Mostaganem
- Mokhtar Elchikh; LPMF laboratory University of sciences and technology of Oran-USTO
- Saliha Kheris; Department of Electronics / Faculty of Electrical Engineering University of Djillali Liabès, Sidi Bel Abbès
- Aicha.BOUHLALA; Laboratoire de Physique des Matériaux Université 8 mai 1945, Guelma, Algéria
- Bessi Assia; Laboratoire de chimie physique moléculaire et macromoléculaire « LCPMM » Saad Dahleb University, Route Soumâa BP 270, Blida 09000
- Friha Khalfaoui; Laboratoire physico-chimique Université Dr Moulay Tahar de Saida Saida, Algerie
- Mohamed Chegaar; Laboratory of Optoelectronics and Components Department of Physics, Faculty of Science, Setif-1 University, 19000, Setif
- Hanane Ibrahim; Department of process engineering University of Abderrahmane Mira- Bejaia, Algeria
- Omar Meglali; Materials Science and Informatics Laboratory/ Ziane Achour University Faculty of Sciences / Mohamed Boudiaf University
- Chahra Younsi; Badji Mokhtar-Annaba University LEREC Laboratory, Physics Department, PO Box 12 (23000) Annaba
- Jana K. Vejpravova; Charles University Faculty of Mathematics and Physics, Ke Karlovu 5, 121 16 – Prague 2
- Philippe D’Arco; Sorbonne University CNRS-INSU, Institut des Sciences de la Terre, ISTeP UMR 7193, F-75005 Paris
- Said Hiadsi; Department of engineering physics University of Science and Technology of Oran -USTO- Mohamed Boudiaf, Algeria
- Tahar Benlecheb ; Department of Material Science / Laboratory of Sensors Instrumentations and Process (LCIP), University of Abbes Laghrour, Khenchela, Algeria
- Hanane Arioumlil; Department of physic LASICOM Laboratory, University of Blida 1
- Michel Rérat; E2S UPPA CNRS, IPREM Université de Pau et des Pays de l’Adour
- Ikram Bellouati; Laboratoire de Physique des plasmas Matériaux Conducteurs et leurs Applications LPPMCA, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Assia Bouraiou; Materials Science and Informatics Laboratory/ Ziane Achour University Algeria
- Lakhal Noussaiba; Departement of chemistry Saad Dahleb University, Route Soumâa BP 270, Blida 09000
- R. Krause-Rehberg; Department of Physics Martin Luther University Halle, 06099 Halle
- A.Bentouaf; Department of technologie Laboratory of advanced materials, Djillali Liabes University of Sidi Bel-Abbes, Algeria
- Samira.Sali; DDCS Division/Research Center of semiconductor technology for energetic
- Driss Bouguenna; Department ST/Faculty of Science and Technology University Mustapha Stambouli of Mascara, Algeria
- Sabrina Messaoud Aberkane; CDTA Centre de Développement des Technologies Avancées, Cité 20 Aout 1956. BP 17. Baba Hassen Alger, Algérie
- Mohamed Trari; Laboratoire de Stockage et valorization de l’énergie renouvelable Faculté de Chimie, USTHB, BP32, El-Alia, 16111 Bab Ezzouar, Alger, Algérie
- Ghania Fortas; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers, Algeria
- Elhadj Mekatel; Laboratory of Transfer Phenomena Faculty of Mechanical Engineering and Process Engineering, USTHB, BP 32, Algiers
- Abdelkader Djelloul; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- Hanane. Lachenani; Laboratoire de Physique des Techniques Expérimentales et ses Applications de Médéa LPTEAM Département Science de la Matière, Faculté des Sciences, Université de Médéa Algérie
- Hamidi Samira; Mouloud Mammeri University of Tizi Ouzou (UMMTO) Faculty of Electrical and Computer Engineering Department of Electronics BP N ° 17 RP Hasnaoua I, 15000 Tizi-Ouzou Algeria
- Mohamed Bouchenafa; Department of Material Sciences (UATL), Laghouat, Algeria
- Halima Hamada; Laboratoire physico-chimique Université Dr Moulay Tahar de Saida Saida, Algerie
- Samira Hamada; Laboratoire physico-chimique Université Dr Moulay Tahar de Saida Saida, Algerie
- Toshiaki Taniike; Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292
- Djehiche Nour el houda; Physics of thin films and applications (LPCMA) university of Biskra Algeria
- Y. Medkour; Laboratoire d’Etudes des Surfaces et Interfaces des Matériaux Solides Department of Physics, Faculty of Sciences, University of Setif1, 19000 Setif1, Algeria
- Bessi Assia; Laboratoire de chimie physique moléculaire et macromoléculaire « LCPMM » Saad Dahleb University, Route Soumâa BP 270, Blida 09000, Algeria
- Fatima Zohra Bentayeb; Laboratory of Magnetism and Spectroscopy of Solids (LM2S) Badji Mokhtar University P. O. Box 12, Annaba 23000, Algeria
- Houaria Riane; Laboratoire de Physique des plasmas Matériaux Conducteurs et leurs Applications LPPMCA, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie, Département LMD-SM, Faculté des Sciences et Technologie, Université de Mascara, Route de Mamounia, Mascara 29000, Algérie
- Faiza Bouamra; Department of physic LASICOM Laboratory, University of Blida 1
- Zineb Benamara; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes
- Ahlem Boukhenfous; Laboratoire d'Étude des Matériaux et Instrumentations Optiques Université Djillali Liabes,Sidi Bel-Abbès, BP 89 22000 Sidi-Bel-Abbès, Algeria
- Diaf Madjid; Department of Physics/UniversityBadji Mokhtar of Annaba Algeria
- Abdelkader Ammari; Department of Physics Faculty of Material Science, Ibn-Khaldoun University, Tiaret, Algeria
- Roya Majidi; Department of Physics Shahid Rajaee Teacher Training University, Iran
- U. Yashi; Physics Department Faculty of Arts and Sciences, Marmara University, Goztepe Campus, 34722 Kadikoy, Istanbul
- Guesmia Nesrine; Department of physics / laboratory of photonic physics and nanomaterials multifunctional University of biskra, Algeria
- Tayeb Djaafri; Laboratoire d’Etudes Physico-Chimiques Université de Saïda, 20000 Saïda, Algérie
- Hadj Yahia Seba; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie, Departement de technologie des systèmes énergétiques et environnement, Université Ourgla, Algérie
- Abla Guechi; Institute of Optics and Precision Mechanics Laboratory of Optoelectronics and Components Setif-1 University, 19000, Setif
- Mostefa Zahira; Department of physics University Abd Hamid ben badis, Mostaganem, Laboratoire de Structure, Elaboration et Application des Matériaux
- Ali Boulahouache; Laboratoire de Chimie du Gaz Naturel Faculté de Chimie, USTHB, BP32, El-Alia, 16111 Bab Ezzouar, Alger, Algérie, Laboratoire LCPMM, Faculté des Sciences, Université BLIDA1, B.P 270, Route de Soumaa, BLIDA, Algérie
- Fatima-Zohra Driss-Khodja; Laboratoire d’Etudes Physico-Chimiques Université de Saïda, 20000 Saïda, Algérie
- Leila Harkat ; Departement de Physique Faculté des Sciences, Université M'hamed Bougara de Boumerdes (UMBB), Boumerdes, Algeria, Division DDCS, Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Hafida Belghoul; Applied Materials Laboratory (A.M.L) Faculté de Genie Electrique, University Djillali Liabes of Sidi Bel Abbes, 2200 Sidi Bel Abbes Algeria
- Seddik-El-Hak Abaidia; Departement de Physique Faculté des Sciences, Université M'hamed Bougara de Boumerdes (UMBB), Boumerdes, Algeria
- Toru Wada; Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292
- H. Megherbi; Laboratory of Inorganic Materials Faculty of Science, University of M’sila
- Sonia Tata; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie
- Diallo Mouhammad Affoh Ahmad Moctar; Magnambougou Projet Rue :420; Porte :221 Bamako Mali
- Kenza Yahiaoui; CDTA Centre de Développement des Technologies Avancées, Cité 20 Aout 1956. BP 17. Baba Hassen Alger, Algérie
- Assia Bouraiou; Laboratoire des Sciences et Informatique des Matériaux Université de Djelfa, Algérie
- Souad.Ouir; Laboratoire de Surfaces Interface et Couches Minces, Département de Physique, Facultés des Sciences, Université Blida1, Algérie, Address B.P 270, Route de Soumaa, Blida, Algeria
- Benattou Halima; Electronics Department Djilali Liabes University of Sidi Bel Abbes, Algeria
- Abdelghani Bouabdallah; LMSM Univerité de Biskra, Biskra
- Badra Bouabdallah; Department of Materialsand Sustainable development/ Faculty of Exact Sciences. University of Djillali Liabès Sidi Bel Abbès Sidi Bel Abbès
- S. Casassa; Theoretical Chemistry Group Chemistry Department, University of Turin
- A. Guittoum; Nuclear Research Centre of Algiers 02 Bd Frantz Fanon, BP 399, Alger-Gare, Algiers
- Laib Salah Eddine; Structurs and Advanced Materails in Civil engineering and Public Works Laboartory Sidi Bel Abbés
- Amina Louhadj; Laboratoire d'Étude des Matériaux et Instrumentations Optiques Université Djillali Liabes, Sidi Bel-Abbès, BP 89 22000 Sidi-Bel-Abbès, Algeria
- Belmekki Mohamed; Université des Sciences et de la Technologie d’Oran Faculté de Physique BP1505 El Mnaouer Bir El Djir Oran Algérie
- Ilhem Benaisti; Laboratory of Energy and Smart Systems Faculty of Science and Technology, University of Khemis Miliana, Algeria
- A. Reffas; Laboratory of Inorganic Materials Faculty of Science, University of M’sila
- Guerbous Lakhdhar ; Department of electronic and photonic spectroscopy/ Algiers nuclear research center Algeria
- Abbès Beloufa; Department ST/Faculty of Science and Technology University Mustapha Stambouli of Mascara, Algeria
- BAADJI Nadjib; LPMA Physics department university of Mohamed Boudiaf- M’Sila, M’sila
- A. Nouiri; Department of Physics Laboratoire des Matériaux et Structures des Systèmes Electromécaniques et Leurs Fiabilités, University of Oum-El-Bouaghi, Oum-El-Bouaghi, 04000, Algeria
- Fatiha Saadaoui; Laboratoire d’Etudes Physico-Chimiques Université de Saïda, 20000 Saïda, Algérie
- Abdelouahed Tounsi; Material and Hydrology Laboratory University of Sidi Bel Abbes, Faculty of Technology, Civil Engineering Department
- Attaf Abdallah; Physics of thin films and applications (LPCMA) university of Biskra Algeria
- Abderrahmane Bekaddour; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes (Algérie)
- M. Izerrouken; Nuclear Research Centre of Draria BP 43. Sebala. Draria, Algiers
- Abbas Belfar; Laboratoire de Physique des Plasmas des Matériaux Conducteurs et leurs Applications (LPPMCA), Université des Sciences et de la technologie Mohamed-Boudiaf, Oran, Algérie
- Bouamra Faiza; Head of Surfaces, Interfaces and Thin Films Laboratory- LASICOM, University of Blida1- Faculty of Sciences - Physics Department, BP270 Route de Soumaa - Blida
- Amina Hani; Department of physics Faculty of Exact Sciences, University El-Oued, 39000 El-Oued, VTRS Laboratory, University of El-Oued, P. Box 789, 39000, El Oued
- Khadidja Ketroussi; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie
- Benouatas Assia; Laboratoire de Cristallographie Université Mentouri, Constantine, Algérie
- Lakhdar Sek; Department of Matter Sciences Laboratory of Photonic Physics and Nano-Materials (LPPNNM), University of Biskra, 07000 Biskra
- Maammar Rekis; Theoretical Chemistry and Computational Photonics Laboratory Faculty of Chemistry, USTHB, BP 32, Algiers, 16111, Algeria
- Abdelmalek Ahmed ; Theoretical Physics Laboratory Physics Dpt., Sciences Faculty, Tlemcen University, Algeria
- Zoubir Benmaamar; Laboratoire de Procédé Energétique et Nanotechnologie Faculté des Sciences, Université BLIDA1, B.P 270, Route de Soumaa, BLIDA, Algérie
- Boukabcha N; Laboratory of technology and solid properties Abdelhamid Ibn Badis University of Mostaganem, 27000 Mostaganem
- Boudjenane F Z; Laboratory of technology and solid properties Abdelhamid Ibn Badis University of Mostaganem, 27000 Mostaganem
- Fatma Bedrouni; Department of Physics University of Science and Technology Houari Boumediene, Algeria
- Schäfer Rudolf; Leibniz Institute for Solid State and Materials Research (IFW) Dresden Helmholtzstrasse 20, D-01069 Dresden, Germany and Institute for Materials Science, Technische Universita t Germany Dresden, D-01062 Dresden
- Soumia Bahlouli; LPMF laboratory University of sciences and technology of Oran-USTO
- Krour Baghdad; Structurs and Advanced Materails in Civil engineering and Public Works Laboartory Sidi Bel Abbés
- Raouia Djemai; Laboratoire de Physique des Matériaux et des Nanomatériaux appliquée à l'Environnement (LaPhyMNE) Faculté de Gabès (Tunisie)
- Nassima Salhi; Laboratoire de Chimie du Gaz Naturel Faculté de Chimie, USTHB, BP32, El-Alia, 16111 Bab Ezzouar, Alger, Algérie, Laboratoire LCPMM, Faculté des Sciences, Université BLIDA1, B.P 270, Route de Soumaa, BLIDA, Algérie
- Brahim Rekik; Laboratory of Surfaces Interfaces and Thin layers Faculty of Sciences, SaadDahlab University, Blida1
- Loumafak Hafaifa; Department of Physics/Ziane Achour University Algeria
- Hamza kahina; Laboratoire de chimie physique moléculaire et macromoléculaire « LCPMM » Saad Dahleb University, Route Soumâa BP 270, Blida 09000 , Algeria, Laboratoire de recherche pour valorisation des produits bioactifs et valorisation de la biomasse, ENS Kouba, Algeria
- Abbes Maref; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- A. Boumesjed; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- H. Mazari; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- N. Naimi; LASICOM Laboratory Faculty of sciences, Saad Dahleb Blida1 University
- Hamzaoui Majda; Department of physics /laboratory of photonic physics and nanomaterials multifunctional University of biskra, Algeria
- M.DERBAL; LASICOM Laboratory Faculty of sciences, Saad Dahleb Blida1 University
- Tayeb Youcef Belabbas ; Laboratoire de Physique des Plasmas des Matériaux Conducteurs et leurs Applications (LPPMCA), Université des Sciences et de la technologie Mohamed-Boudiaf, Oran, Algérie
- Noureddine Bendjedda; Nuclear Research Centre of Algiers 2 Bd Frantz Fanon, Bp 399, Alger-Gare, Algiers
- Safia Kellou-Tairi; Laboratoire de Physico-Chimie Théorique et Chimie Informatique USTHB, BP 32 Bab Ezzouar, Algérie
- Dalila Hammiche; Department of process engineering University of Abderrahmane Mira- Bejaia, Algeria
- Wafa Hadj Kouider; Laboratoire de Physique des Plasmas des Matériaux Conducteurs et leurs Applications (LPPMCA), Université des Sciences et de la technologie Mohamed-Boudiaf, Oran, Algérie
- N. Benseddik; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- Manal Goudjil; Theoretical Chemistry and Computational Photonics Laboratory Faculty of Chemistry, USTHB, BP 32, Algiers, 16111, Algeria
- Fatiha Daoudi; Materials Science and Informatics Laboratory/Ziane Achour University Algeria
- M.E.A. Belhadj; Department of renewable energy Magnetic Materials Laboratory, U.S.T.O University of Oran
- Asma Kadri; Department of engineering physics University of Science and Technology of Oran -USTO- Mohamed Boudiaf, Algeria
- Boudine Boubkeur; Crystallography Laboratory Physics Department Faculty of Exact Sciences, Mentouri Brothers University, Route Ain El Bey, 25000 Constantine
- Z. Benamara; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- Essaid Bousbiat; LSIC ENS Kouba, Alger, Algérie
- Maroua Benlembarek; Laboratoire de Chimie du Gaz Naturel Faculté de Chimie, USTHB, BP32, El-Alia, 16111 Bab Ezzouar, Alger, Algérie
- Mourad Derbal; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Mounir Mellal; Laboratory of Transfer Phenomena Faculty of Mechanical Engineering and Process Engineering, USTHB, BP 32, Algiers, Algeria
- Boudaren Chouki; CHEMS Research Unit Mentouri Brothers University, Route Ain El Bey, 25000, Constantine, Algeria
- Messaoud Hemmous; Nuclear Research Centre of Algiers 02 Bd Frantz Fanon, BP 399, Alger-Gare, Algiers
- Djaffar Kheffache; Theoretical Chemistry and Computational Photonics Laboratory Faculty of Chemistry, USTHB, BP 32, Algiers, 16111, Algeria, Chemistry Department of the Faculty of Sciences, University M’Hamed Bougara (UMBB), 35000 Boumerdes, Algeria
- Abla Rahal; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie
- Sebti Ghemid; Laboratoire physique des rayonnements LPR Département de Physique, Faculté des Sciences, Université Badji Mokhtar, Annaba 23000, Algeria
- S.R. Mahmoud; Department of Mathematics Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia
- Rima Cherroun; Laboratory of semiconducting and metallic materials (LMSM) University Mohamed Khider-Biskra, Biskra
- Mourad Dehbaoui; Laboratoire de Physique des Techniques Expérimentales et ses Applications Université de Médéa
- Redha. Aouati; Departement of physics Laboratoire Couches Minces et Interfaces (LCMI), University Frères Mentouri Constantine1, 25000 Constantine, Algeria, Department of Physics, Laboratoire des Matériaux et Structures des Systèmes Electromécaniques et Leurs Fiabilités, University of Oum-El-Bouaghi, Oum-El-Bouaghi, 04000, Algeria
- Nourdinne. Gabouze; Centre de Recherche en Technologie des Semi-conducteurspour l’Energétique (CRTSE) 02 Bd, Frantz Fanon, B.P. 140, Alger, Algérie
- Boudjemline Ihcen; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Brahim Mahmoudi; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Mohamed Aksouh; Laboratoire de mécanique des fluides théorique et appliquée LMFTA-USTHB
- Ikram Yssaad; Laboratory of Functional and Nano-structured Eco-materials (LEMFN) Department of Chemistry Faculty of Sciences, University of Science and Technology of Oran Mohamed Boudiaf USTO-MB, B.P.1505 Elmenaouar, Oran, Algeria
- Sabah Chettibi; Laboratoire de Physique des Matériaux Université 8 mai 1945, Guelma, Algéria
- Bouhafs Bachir; Laboratoire de Modélisation et Simulation en Sciences des Matériaux Université Djillali Liabès de Sidi Bel-Abbès, Sidi Bel-Abbès, 22000
- Gentoku Takasao; Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292
- Leghighane Billel; Department of Physics/UniversityBadji Mokhtar of Annaba Algeria
- Mohamed Ouchabane; Center for Development of Advanced Technologies Algeria
- Zahi Souilah; Centre for Development of Advanced Technologies (CDTA) City 20 August 56, Baba Hassen, Algiers
- S. Limam; UR-MPE M’hamed Bougarra University, Boumerdes, 35000, Algeria
- Amel Youcefi; Department of Physics Laboratoire de Physique des Particules et de Physique Statistique, Ecole Normale Supérieure
- M’hamed Hadj Moussa; Department of physics Faculty of Sciences, Saad Dahlab-Blida-1 University, BP 270, 09000, Blida
- Boumeddiene Abdelkader ; LASICOM laboratory; Department of Physic Blida 1 University, Blida
- Brahim Rekik; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Fatima Allouche ; Department of Material Science/ Laboratory of Sensors Instrumentations and Process (LCIP), University of Abbes Laghrour, Khenchela, Algeria
- Zineb Benamara; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes (Algérie)
- Baya Zebentout; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes
- MZ Ahmed; Electrical Engineering Department Al-Hussein Bin Talal University, P.O. Box 20, 71111Ma’an, Jordan
- Abdallah Belhaddad; Department of Physics Laboratoire de Physique des Particules et de Physique Statistique, Ecole Normale Supérieure
- Djamila Kebci; Physics Department Faculty of Science, M'hamed Bougara University, Avenue de l'Indépendance, 35000 Boumerdes
- Martin Kalbac; J. Heyrovsky Institute of Physical Chemistry of the Czech Academy of Sciences Dolejškova 2155/3, 182 23 Prague, Czech Republic
- Francesco Gentile; Dipartimento di Ingengeria Chimica dei Materiali e delle Produzioni Industriali DICMAPI, Universit`a degli Studi di Napoli Federico II, Piazzale Vincenzo Tecchio 80, 80125, Napoli
- Abderrahim Guittoum ; Nuclear Research Centre of Algiers 02 Bd Frantz Fanon, BP 399, Alger-Gare, Algiers
- Abdennour Benmakhlouf; Laboratoire de Caractérisation et Valorisation des Ressources Naturelles Université de Bordj Bou-Arreridj, Algeria
- Pascal Pernot; Institut de Chimie Physique UMR8000 CNRS, Université Paris-Saclay, F-91405, Orsay
- Baya Palahouane ; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Mustapha Yahi; Laboratory of Surfaces Interfaces and Thin layers Faculty of Sciences, SaadDahlab University, Blida1
- Nadhir Attaf; Department of Physics / Mentouri University Algeria
- Radia Boudaira; Department of Physics / Mentouri University Algeria
- Bounaas Faiza; Laboratory of Hyperfrequency and Semiconductors Department of Electronics Faculty of Science and Technology, University of Frères Mentouri Constantine1, Constantine Algeria
- Maddalena D'Amore; Department of Chemistry University of Torino, Italy
- Kawther M’Hammedi; Laboratoire surfaces Interfaces et couches minces, Faculté des Sciences, Département de Physique, Université Blida 1
- Nasr-Eddine Hamdadou; Laboratory of Micro and Nanophysics (LaMiN) NOartiaonn, al Polytechnic School of Oran (ENPO) Maurice AUDIN, BP ADlgeepriaar
- N.S. Labidi; Faculté des Sciences et de la Technologie Département des Sciences de la Matière, Université de Tamanrasset.11000 Tamanrasset, Algérie
- Amirouche Touat; Laboratoire d’Electronique Quantique Faculté de Physique, USTHB, Alger, Algérie
- Rafik Benrabaa; Laboratoire de Matériaux Catalytiques et Catalyse en Chimie Organique Faculté de Chimie, USTHB, BP32, El-Alia, 16111 Bab Ezzouar, Alger, Algérie, Département de Pétrochimie & Génie des Procédés, Faculté de Technologie, Université 20 Août-Skikda, BP 26, route Al-Hadaiek, 21000 Skikda, Alger, Algérie
- Robert M. Hanson; St. Olaf College Northfield Minnesota
- M. Rérat; Michel Rérat E2S UPPA, CNRS, IPREM, Université de Pau et des Pays de l’Adour
- Bedrane Zeyneb; Theoretical Physics Laboratory Physics Dpt., Sciences Faculty, Tlemcen University
- Liani Bachir; Theoretical Physics Laboratory Physics Dpt., Sciences Faculty, Tlemcen University
- Imane Lanez; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Boudali Akkal; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes (Algérie)
- A. Roumili; Laboratoire d’Etudes des Surfaces et Interfaces des Matériaux Solides Department of Physics, Faculty of Sciences, University of Setif1, 19000 Setif1, Algeria
- Elaid Ouadah; Laboratory of Micro and Nanophysics (LaMiN) National Polytechnic School of Oran (ENPO) Maurice AUDIN, BP 1523
- Oum Keltoum Nebeg; Department of Material Sciences (UATL), Laghouat, Algeria
- Mohamed Amine Benelmouaz; Laboratoire LPPMCA Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Fatiha Saadaui; Laboratoire physico-chimique Université Dr Moulay Tahar de Saida Saida, Algerie
- Ouagued Abdellah; LEE laboratory Hassiba BENBOUALI University
- Boumediene Bakhadda; Laboratoire des Structures et Matériaux Avancés dans le Génie Civil et Travaux Publics Université de Sidi Bel Abbes, Faculté de Technologie, Département de génie civil, Material and Hydrology Laboratory, University of Sidi Bel Abbes, Faculty of Technology, Civil Engineering Department
- Fatima Hamdache; Laboratoire de Physique des plasmas Matériaux Conducteurs et leurs Applications LPPMCA, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Nadia Boukherroub; Nuclear Research Centre of Algiers 02 Bd Frantz Fanon, BP 399, Alger-Gare, Algiers
- Rafik Chemam; Badji Mokhtar-Annaba University LPR Laboratory, Physics Department, PO Box 12 (23000) Annaba
- Amina Kezzim; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Ould Arab Halima; Department of Material Sciences Djilali BOUNAAMA University, Khemis Miliana, LASICOM laboratory; Department of Physic, Blida 1 University, Blida
- Samia Dilmi; University of El Oued Fa. Exact Sciences, Lab in Operator Theory and PDE, 39000, W. El-Oued
- Anna Maria Ferrari; Department of Chemistry University of Torino, Italy
- Fateh Almabouada; Center for Development of Advanced Technologies Algeria
- Selma Touam; Département de Physique Faculté des Sciences et de la Technologie, Université Chadli Bendjedid (UCBET), El Tarf 36000, Algeria, Laboratoire physique des rayonnements LPR, Département de Physique, Faculté des Sciences, Université Badji Mokhtar, Annaba 23000, Algeria
- Z. Mokrani; Nuclear Research Centre of Algiers 02 Bd Frantz Fanon, BP 399, Alger-Gare, Algiers, Algeria
- Kara Ilham; Department of physics University of Oran1 Ahmed Ben Bella, theorical and simulation laboratory of materials
- Mostefa Zemouli; Laboratoire d’Etudes Physico-Chimiques Université de Saïda, 20000 Saïda, Algérie
- Fouzia Boukabrine; Laboratoire d'Étude des Matériaux et Instrumentations Optiques Université Djillali Liabes, Sidi Bel-Abbès, BP 89 22000 Sidi-Bel-Abbès, Algeria
- Abdellatif Cherifi; Department of physics Faculty of Siences Theoretical Physics Laboratory, University of Tlemcen, 13000
- Bahmani. A; Laboratory of inorganic materials chemistry and application university of science and the technology of Oran (USTO M.B), 31000 Oran
- Fabien Pascale; University of Lorraine Nancy, CNRS, Laboratoire de Physique et Chimie Th´eoriques, UMR 7019, Vandoeuvre-les-Nancy
- Mimouna Oukli; Applied Materials Laboratory (A.M.L) Faculté de Genie Electrique, University Djillali Liabes of Sidi Bel Abbes, 2200 Sidi Bel Abbes Algeria
- A. Bouabellou; Departement of physics Laboratoire Couches Minces et Interfaces (LCMI), University Frères Mentouri Constantine1, 25000 Constantine, Algeria
- Djoudi Bouhafs; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Taibeche Mohammed; Department of electronic and photonic spectroscopy/ Algiers nuclear research center Algeria
- Nadia Saidi-Amroun; Department of Physics University of Science and Technology Houari Boumediene, Algeria
- Abdelyamine Naitbouda; Centre de Développement des Technologies Avancées Baba Hassen
- Seddik-El-Hak Abaisia; Departement de Physique Faculté des Sciences, Université M'hamed Bougara de Boumerdes (UMBB), Boumerdes
- Abdelmoumen Anis Bousahla; Laboratoire de Modélisation et Simulation Multi-échelle Département de Physique, Faculté des Sciences Exactes, Département de Physique, Université de Sidi Bel Abbés
- Per Jönsson; Department of Materials Science and Applied Mathematics Malmö University, SE-20506 Malmö, Sweden
- Samia Bahlouli; Laboratoire de Physique des plasmas Matériaux Conducteurs et leurs Applications LPPMCA, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- A. Khireddine; Laboratory for Developing New Materials and Their Characterizations Department of Physics, Faculty of Science, University Ferhat Abbas Setif 1, Setif, 19000
- Zoubir Chaieb; DDCS Division/Research Center of semiconductor technology for energetic Algiers
- Asmaa Bahlouli; Physical engineering department University of sciences and technology of Oran, Algeria
- Medani Sonia; Mouloud Mammeri University of Tizi Ouzou (UMMTO) Faculty of Electrical and Computer Engineering Department of Electronics BP N ° 17 RP Hasnaoua I, 15000 Tizi-Ouzou Algeria
- Nawal Benyahia; Applied Micro-Electronic Laboratory electronics’ department, DjillaliLiabès University
- B. Laidi Baya; Departement of chemistry Saad Dahleb University, Route Soumâa BP 270, Blida 09000
- Kadda Amara; Laboratoire physico-chimique Université Dr Moulay Tahar de Saida Saida, Algerie
- Manel Bouloudenine; Mohamed Cherif Messâadia University Science of Materials Department, 41000 Souk-Ahras
- Fouad Bourada; Département de Génie Civil Institut des Sciences et de la Technologie, Centre Universitaire de Ain Témouchent
- Rabah Cherfi; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie
- Djoudi Bouhafs; CRTSE Centre de Recherche en Technologie des Semi-conducteurs pour l’Énergétique, 16038, Alger, Algérie
- B.Rekik; LASICOM Laboratory Faculty of sciences, Saad Dahleb Blida1 University
- Badr-Eddine Nabil Brahmi; Department of physics /Research Laboratory of Theoretical Physics Faculty of Sciences, University of Tlemcen, BP119, Algeria
- Zerradi Amal; Theoretical Physics Laboratory Physics Dpt., Sciences Faculty, Tlemcen University
- Kamel Khirouni; Laboratoire de Physique des Matériaux et des Nanomatériaux appliquée à l'Environnement (LaPhyMNE) Faculté de Gabès (Tunisie)
- Lydia Chabane; LASICOM Laboratory Department of physics, Saad Dahleb Blida 1 University
- Malika Chikhi; Laboratoire d'Étude des Matériaux et Instrumentations Optiques Université Djillali Liabes, Sidi Bel-Abbès, BP 89 22000 Sidi-Bel-Abbès, Algeria
- Ilias Sbahi; Laboratoire de MicroElectronique Appliqué Faculté de Génie Electrique, Université de Sidi Bel Abbes
- Benmilat Ahmed; Laboratoire de Cristallographie Université Mentouri, Constantine, Algérie
- Ahmed Baari; Laboratoire des Sciences et Informatique des Matériaux Université de Djelfa, Algérie
- Fadhila Khalfaoui; University of El Oued Fa. Exact Sciences, Lab in Operator Theory and PDE, 39000, W. El-Oued
- Nadia Hadjila; Department of physic LASICOM Laboratory, University of Blida 1, Algeria
- Michel Rérat; E2S UPPA CNRS, IPREM, Université de Pau et des Pays de l’Adour, France
- Boudjemaa Bouaouina; Departement de Physique Faculté des Sciences, Université M'hamed Bougara de Boumerdes (UMBB), Boumerdes, Algeria
- Fatima Zahra Boualili; Laboratoire d’Électronique Quantique Faculté de Physique, USTHB, BP32, El-Alia, Algiers, Algeria
- Michel Godefroid; Spectroscopy Quantum Chemistry and Atmospheric Remote Sensing (SQUARES), CP160/09, Université libre de Bruxelles, 1050 Brussels, Belgium
- Abdellah Reguieg Yssaad; Structurs and Advanced Materails in Civil engineering and Public Works Laboartory Sidi Bel Abbés
- Lamia Chabane; Departement de physique Université des Sciences et de la Technologie Houari Boumediene Algérie
- Khaled Hebali; Department of Physics/Faculty of Exact Sciences University Mustapha Stambouli of Mascara, Algeria
- H. Djaaboube; Departement of physics Laboratoire Couches Minces et Interfaces (LCMI), University Frères Mentouri Constantine1, 25000 Constantine, Algeria
- Mokhtar Elchikh; Department of engineering physics University of Science and Technology of Oran -USTO- Mohamed Boudiaf, Algeria
- Hiroki Chikuma; Graduate School of Advanced Science and Technology Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa, 923-1292
- Nabil Benyza; Department of Material Science/ Laboratory of Sensors Instrumentations and Process (LCIP), University of Abbes Laghrour, Khenchela, Algeria
- Abdelghani Boucheham; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- Noureddine Mehnane; Applied Materials Laboratory (A.M.L) Faculté de Genie Electrique, University Djillali Liabes of Sidi Bel Abbes, 2200 Sidi Bel Abbes Algeria
- Benharrat Lyes; Research Center in Semiconductor Technology for Energetic (CRTSE) 02 Bd. Frantz Fanon—Alger BP N°140, Les 07 Merveilles, Algiers, Algeria
- Nacir Guechi; Laboratoire d’Etudes des Surfaces et Interfaces des Matériaux Solides University Ferhat Abbas Setif 1
- A. Benamer; Laboratoire d’Etudes des Surfaces et Interfaces des Matériaux Solides Department of Physics, Faculty of Sciences, University of Setif1, 19000 Setif1, Algeria, Ecole normale supérieure de Bousaada
- Valentina Lacivita; Samsung Semiconductors Inc. Advanced Materials Lab, 10 Wilson Rd., Cambridge, MA 02138
- F. Bouamra; Department of physic LASICOM Laboratory, University of Blida 1
- Roberto Dovesi; Department of Chemistry University of Turino, Via P. Giuria 5, 10125 Torino
- Yamina Lakred; LPMF laboratory Department of physics, University of sciences and technology of Oran-USTO, Algeria
- Lina Linda Bechohra; Laboratoire de Physico-Chimie Théorique et Chimie Informatique USTHB, BP 32 Bab Ezzouar, Algérie
- Faouzi Kezzoula; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers, Algeria
- Mokhtar Falek; Department of Matter Sciences Laboratory of Photonic Physics and Nano-Materials (LPPNNM), University of Biskra, 07000 Biskra
- Bennacer Badis; Physics Laboratory at Guelma University of Guelma P.O Box 401 Guelma 24000
- Nabil Khelifati; Division DDCS Centre de Recherche en Technologie des Semi-conducteurs pour l’Energétique (CRTSE), Algiers
- Sid Ahmed Beldjilali; Laboratoire LPPMCA Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf USTO-MB, BP 1505 El M’naouer, 31000 Oran, Algérie
- Imene Khelil; Département de Physique Faculté des Sciences et de la Technologie, Université Chadli Bendjedid (UCBET), El Tarf 36000, Algeria
- M.Belmekki ; Department of renewable energy Magnetic Materials Laboratory, U.S.T.O University of Oran, Algeria
- Lyes Benharrat; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- Imane Bouelkreb; Department of physics Faculty of sciences, University of Boumerdes
- Mohammed Driss-Khodja; Laboratoire d’Etudes Physico-Chimiques Université de Saïda, 20000 Saïda, Algérie
- Chahinez Nasraoui; Research center in semiconductor technology for energetic 02, Bd Frantz Fanon, les 7 merveilles, Algiers, Algeria
- N. Bouchelarem; Department of physic LASICOM Laboratory, University of Blida 1
- Nassima Meftah; Department of Physics Faculty of Exact Sciences, University El-Oued, 39000 El-Oued, VTRS Laboratory, University of El-Oued, P. Box 789, 39000, El Oued
- Karima Bouakaz; Department of Physics Laboratoire de Physique des Particules et de Physique Statistique, Ecole Normale Supérieure
- Afak Meftah; Laboratory of semiconducting and metallic materials (LMSM) University Mohamed Khider-Biskra, Biskra
- Labbani Amel; Laboratory of Hyperfrequency and Semiconductors Department of Electronics Faculty of Science and Technology, University of Frères Mentouri Constantine1, Constantine Algeria
- Abdessamad Abada; Department of Physics United Arab Emirates University, P. O. B. 17551, Al Ain, United Arab Emirates
- Nadia Benseddik; Laboratoire de microélectronique appliqué Université Djillali Liabes, Sidi Bel-Abbès, BP 89 22000 Sidi-Bel-Abbès, Algeria
- Publication venue
- Publication date
- 08/03/2022
- Field of study
Get PDFThis book contains the abstracts of the papers presented at the International Conference on Computational & Applied Physics (ICCAP’2021) Organized by the Surfaces, Interfaces and Thin Films Laboratory (LASICOM), Department of Physics, Faculty of Science, University Saad Dahleb Blida 1, Algeria, held on 26–28 September 2021. The Conference had a variety of Plenary Lectures, Oral sessions, and E-Poster Presentations.
Conference Title: 1st International Conference on Computational & Applied PhysicsConference Acronym: ICCAP’2021Conference Date: 26–28 September 2021Conference Location: Online (Virtual Conference)Conference Organizer: Surfaces, Interfaces, and Thin Films Laboratory (LASICOM), Department of Physics, Faculty of Science, University Saad Dahleb Blida 1, Algeria
