51 research outputs found
Artificial intelligence in wind speed forecasting: a review
- Author
- Publication venue
- 'MDPI AG'
- Publication date
- 01/01/2023
- Field of study
Get PDFWind energy production has had accelerated growth in recent years, reaching an annual increase of 17% in 2021. Wind speed plays a crucial role in the stability required for power grid operation. However, wind intermittency makes accurate forecasting a complicated process. Implementing new technologies has allowed the development of hybrid models and techniques, improving wind speed forecasting accuracy. Additionally, statistical and artificial intelligence methods, especially artificial neural networks, have been applied to enhance the results. However, there is a concern about identifying the main factors influencing the forecasting process and providing a basis for estimation with artificial neural network models. This paper reviews and classifies the forecasting models used in recent years according to the input model type, the pre-processing and post-processing technique, the artificial neural network model, the prediction horizon, the steps ahead number, and the evaluation metric. The research results indicate that artificial neural network (ANN)-based models can provide accurate wind forecasting and essential information about the specific location of potential wind use for a power plant by understanding the future wind speed values
FCC-ee: The Lepton Collider – Future Circular Collider Conceptual Design Report Volume 2
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- Publication venue
- Springer Verlag
- Publication date
- 14/11/2019
- Field of study
Get PDFHE-LHC: The High-Energy Large Hadron Collider – Future Circular Collider Conceptual Design Report Volume 4
- Author
- Abada A.
- Abbrescia M.
- AbdusSalam S. S.
- Abdyukhanov I.
- Abelleira Fernandez J.
- Abramov A.
- Aburaia M.
- Acar A. O.
- Adzic P. R.
- Agrawal P.
- Aguilar-Saavedra J. A.
- Aguilera-Verdugo J. J.
- Ahnen J. von
- Aiba M.
- Aichinger I.
- Aielli G.
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- Akhundov A.
- Aksakal H.
- Albacete J. L.
- Albergo S.
- Alekou A.
- Aleksa M.
- Aleksan R.
- Alemany Fernandez R. M.
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- Altmannshofer W.
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- Publication venue
- Springer Verlag
- Publication date
- 09/02/2021
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre-of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
FCC-ee: The Lepton Collider: Future Circular Collider Conceptual Design Report Volume 2
- Author
- Abada A
- Abbrescia M
- AbdusSalam SS
- Abdyukhanov I
- Abramov A
- Aburaia M
- Acar AO
- Adzic PR
- Agaliotis EL
- Agrawal P
- Aguilar-Saavedra JA
- Aguilera-Verdugo JJ
- Aiba M
- Aichinger I
- Aielli G
- Akay A
- Akhundov A
- Aksakal H
- Alaniz EC
- Albacete JL
- Albergo S
- Alekou A
- Aleksa M
- Aleksan R
- Alexahin Y
- Alia RG
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- Publication venue
- SPRINGER HEIDELBERG
- Publication date
- 01/06/2019
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics, the Future Circular Collider (FCC) study was launched, as an international collaboration hosted by CERN. This study covers a highest-luminosity high-energy lepton collider (FCC-ee) and an energy-frontier hadron collider (FCC-hh), which could, successively, be installed in the same 100 km tunnel. The scientific capabilities of the integrated FCC programme would serve the worldwide community throughout the 21st century. The FCC study also investigates an LHC energy upgrade, using FCC-hh technology. This document constitutes the second volume of the FCC Conceptual Design Report, devoted to the electron-positron collider FCC-ee. After summarizing the physics discovery opportunities, it presents the accelerator design, performance reach, a staged operation scenario, the underlying technologies, civil engineering, technical infrastructure, and an implementation plan. FCC-ee can be built with today’s technology. Most of the FCC-ee infrastructure could be reused for FCC-hh. Combining concepts from past and present lepton colliders and adding a few novel elements, the FCC-ee design promises outstandingly high luminosity. This will make the FCC-ee a unique precision instrument to study the heaviest known particles (Z, W and H bosons and the top quark), offering great direct and indirect sensitivity to new physics
HE-LHC: The High-Energy Large Hadron Collider: Future Circular Collider Conceptual Design Report Volume 4
- Author
- Abada A
- Abbrescia M
- AbdusSalam SS
- Abdyukhanov I
- Abelleira Fernandez J
- Abramov A
- Aburaia M
- Acar AO
- Adzic PR
- Agrawal P
- Aguilar-Saavedra JA
- Aguilera-Verdugo JJ
- Aiba M
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- ten Kate HHJ
- Tenchini R
- Terashi K
- Tesi A
- Testa M
- Tetrel C
- Teytelman D
- Thaler J
- Thamm A
- The FCC Collaboration
- Thomas S
- Tiirakari MT
- Tikhomirov V
- Tikhonov D
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- von Ahnen J
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- Vysotsky V
- Wagner U
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- Wang R
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- Weiland C
- Weinzierl S
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- Widorski M
- Wiedemann UA
- Wienands H-U
- Wilkinson G
- Williams PH
- Winter A
- Wohlfahrt A
- Wojton T
- Wollmann D
- Womersley J
- Woog D
- Ws Z
- Wu X
- Wulzer A
- Yanehsari MK
- Yang G
- Yang HJ
- Yao W-M
- Yazgan E
- Yermolchik V
- Yilmaz A
- Yilmaz A
- Yoo H-D
- Yost SA
- You T
- Young C
- Yu F
- Yu T-T
- Zaborowska A
- Zadeh SG
- Zahnd M
- Zanetti M
- Zanotto L
- Zawiejski L
- Zeiler P
- Zerlauth M
- Zernov SM
- Zevi Dell Porta G
- Zhang C
- Zhang H
- Zhang Y
- Zhang Z
- Zhao Z
- Zhong Y-M
- Zhou D
- Zhou J
- Zhuang P
- Zick G
- Zimmermann F
- Zinn-Justin J
- Zivkovic L
- Zlobin AV
- Zobov M
- Zupan J
- Zurita J
- Publication venue
- SPRINGER HEIDELBERG
- Publication date
- 01/07/2019
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre-of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
FCC-hh: The Hadron Collider: Future Circular Collider Conceptual Design Report Volume 3
- Author
- Abada A
- Abbrescia M
- AbdusSalam SS
- Abdyukhanov I
- Abelleira Fernandez J
- Abramov A
- Aburaia M
- Acar AO
- Adzic PR
- Agrawal P
- Aguilar-Saavedra JA
- Aguilera-Verdugo JJ
- Aiba M
- Aichinger I
- Aielli G
- Akay A
- Akhundov A
- Aksakal H
- Albacete JL
- Albergo S
- Alekou A
- Aleksa M
- Aleksan R
- Alemany Fernandez RM
- Alexahin Y
- Alia RG
- Alioli S
- Alipour Tehrani N
- Allanach BC
- Allport PP
- Altinli M
- Altmannshofer W
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- Amstutz O
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- Andriatis A
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- Publication venue
- SPRINGER HEIDELBERG
- Publication date
- 01/07/2019
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
FCC-hh: The Hadron Collider: Future Circular Collider Conceptual Design Report Volume 3
- Author
- Abada A
- Abbrescia M
- AbdusSalam SS
- Abdyukhanov I
- Abelleira Fernandez J
- Abramov A
- Aburaia M
- Acar AO
- Adzic PR
- Agrawal P
- Aguilar-Saavedra JA
- Aguilera-Verdugo JJ
- Aiba M
- Aichinger I
- Aielli G
- Akay A
- Akhundov A
- Aksakal H
- Albacete JL
- Albergo S
- Alekou A
- Aleksa M
- Aleksan R
- Alemany Fernandez RM
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- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 18/12/2018
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
HE-LHC: The High-Energy Large Hadron Collider
- Author
- Abada A
- Abbrescia M
- AbdusSalam SS
- Abdyukhanov I
- Abelleira Fernandez J
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- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 18/12/2018
- Field of study
Get PDFIn response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre-of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
Impact of intestinal dysbiosis-related drugs on the efficacy of immune checkpoint inhibitors in clinical practice
- Author
- Berciano-Guerrero M. A.
- Cruz-Merino Luis de la
- Estalella-Mendoza S.
- Garrido-Siles M.
- Jiménez-Castro J.
- Martínez-Bautista M. J.
- Morales Cristina
- Nogales-Fernández E.
- Perez-Valderrama Begoña
- Pérez Ruiz Estela
- Rivas-Ruiz Francisco
- Rodriguez de la Borbolla Artacho M.
- Rueda A.
- Toscano F.
- Valdivia J.
- Villatoro Roldan R.
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 13/04/2021
- Field of study
No full text[Purpose]: Intestinal dysbiosis has emerged as a biomarker of response to immune checkpoint inhibitors (ICIs). It can be caused by antibiotics, although it may also result from the use of other drugs that have been studied to a lesser extent. The objective of our study was to analyze the association between the use of potentially dysbiosis-related drugs and survival in patients treated with ICIs in the clinical practice.[Materials and methods]: A retrospective, multicenter, cohort study was conducted. Clinicopathological variables were collected and the concomitant use of drugs was analyzed. A descriptive analysis of variables and overall survival, estimated by the Kaplan–Meier method, was performed, and association with various independent variables was assessed using Cox regression.[Results]: We included 253 patients, mainly with non-small cell lung cancer and melanoma. The most commonly used drugs were acid reducers, prescribed to 55.3% of patients, followed by corticosteroids (37.9%), anxiolytic drugs (35.6%), and antibiotics (20.5%). The use of acid reducers (9 vs. 18 months, P < .0001), antibiotics (7 vs. 15 months, P < .017), anxiolytic drugs (8 vs. 16 months, P < .015), and corticosteroids (6 vs. 19 months, P < .00001) was associated with poorer overall survival. Furthermore, the greater the number of drugs used concomitantly with ICIs, the higher the risk of death (1 drug: hazard ratio, 1.88; CI 95%, 1.07–3.30; 4 drugs: hazard ratio, 4.19; CI9 5%, 1.77–9.92; P < .001).[Conclusion]: Response to ICIs may be influenced by the use of drugs that lead to intestinal dysbiosis. Although a confirmatory prospective controlled study is required, our findings should be taken into account when analyzing ICI efficacy
Evaluación de un programa de valoración de adherencia al tratamiento antirretroviral
- Author
- A. Martín-Nalda
- Bangsberg
- Barrueco
- Biadgilign
- Boni
- Byrne
- C. Figueras Nadal
- C. Valdivia Vadell
- Chesney
- Descamps
- Dolezal
- Farley
- Flynn
- Garcia de Olalla
- Gibb
- Goode
- Hammami
- Hogg
- Hosek
- Katko
- Knobel
- Lyon
- M. Espiau Guarner
- M.J. Cabañas Poy
- Maggiolo
- Mellins
- Murphy
- Muñoz-Moreno
- Naar-King
- Nso-Roca
- P. Soler-Palacín
- Pontali
- Reddington
- S. Clemente Bautista
- Simoni
- Steele
- Van Dyke
- Watson
- White
- Wiener
- Williams
- Wood
- Publication venue
- 'Elsevier BV'
- Publication date
- Field of study
No full text- …
