Machine learning for Sciences and Humanities
MSCA (Marie Skłodowska-Curie)HORIZON-TMA-MSCA-Cofund-PID: 101081355
EC Contribution
€47,760
Consortium Size
32 orgs
Start Year
2023
▶Summary
SMASH is a brand-new training and research programme to be co-funded by the Slovenian Ministry of Science, Education & Sport. The Beneficiary, the University of Nova Gorica, is a research-focused university, situated at the Italian border, that boasts a 51:49 female:male ratio among its 200+ staff. The programme is designed to enhance the career prospects of outstanding post-docs from around the world, while strengthening Europe's human capital in R&I. Fifty talented individuals will be hired by five of Slovenia’s leading institutions, allowing them to expand their own research ideas based on access to the data-science potential of the Vega HPC supercomputer, the first such facility of the EU’s €-multi-billion HPC initiative. With a diverse group of Associated Partners, including top SMEs from Slovenia and the EU as well as world-leading institutions like UC Berkeley, SMASH will form a close-knit community with a single unifying concept: the use of cutting-edge data science to answer some of the world’s most challenging questions. These include predictions related to the impacts of climate change, the development of personalised medicine, finding answers to fundamental questions about our Universe and digging deep into the fundamentals of language and how we communicate. SMASH will guarantee a recruitment process based on openness, transparency, impartiality and equality, and will ensure neutrality by giving all selection power to external experts, setting an example for the region. Top-level training in applications of machine learning, that is one of today’s most transferable skills, will be complemented by rich soft-skill training opportunities, developed in collaboration with some of the world’s best experts, including CERN's Learning Hub. The impact of the programme will be felt for decades, both in the local research landscape and across Europe as the researchers take their skills to pursue their careers on the strength of their successes in SMASH.
Consortium (32)
🇸🇮 UNIVERZA V NOVI GORICISI
coordinator🇸🇮 AKADEMSKA IN RAZISKOVALNA MREZA SLOVENIJESI
partner🇸🇮 ARCTUR RACUNALNISKI INZENIRING DOOSI
partner🇨🇿 CESKE VYSOKE UCENI TECHNICKE V PRAZECZ
partner🇳🇴 CICERO SENTER FOR KLIMAFORSKNINGNO
partner🇸🇮 COSYLAB LABORATORIJ ZA KONTROLNE SISTEME DDSI
partner🇧🇬 Festa Dolphinarium EOODBG
partner🇮🇹 FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIAIT
partner🇸🇮 HAZE INSTRUMENTS, RAZVOJ IN PROIZVODNJA MERILNIH INSTRUMENTOV DOOSI
partner🇸🇮 HRM One d.o.o.SI
partner🇪🇸 Institute of Environmental Assessment and Water Research-CSICES
partner🇮🇹 INTERNATIONAL CENTRE FOR GENETIC ENGINEERING AND BIOTECHNOLOGYIT
partner🇧🇪 KATHOLIEKE UNIVERSITEIT LEUVENBE
partner🇺🇸 Laura FantoneUS
partner🇩🇪 LEIBNIZ INSTITUT FUER TROPOSPHAERENFORSCHUNG e.V.DE
partner🇸🇮 NEUS DIAGNOSTICS, RAZISKAVE IN RAZVOJ MEDICINSKE OPREME, D.O.O.SI
partner🇨🇭 ORGANISATION EUROPEENNE POUR LA RECHERCHE NUCLEAIRECH
partner🇬🇧 QUEEN MARY UNIVERSITY OF LONDONGB
partner🇮🇹 SCUOLA INTERNAZIONALE SUPERIORE DI STUDI AVANZATI DI TRIESTEIT
partner🇸🇮 SINERGISE LABORATORIJ ZA GEOGRAFSKEINFORMACIJSKE SISTEME DOOSI
partner🇳🇴 STIFTELSEN NILUNO
partner🇧🇬 TECHNICAL UNIVERSITY OF VARNABG
partner🇨🇾 THE CYPRUS INSTITUTECY
partner🇧🇷 UNIVERSIDADE DE SAO PAULOBR
partner🇮🇹 UNIVERSITA DEGLI STUDI DI BARI ALDO MOROIT
partner🇪🇸 UNIVERSITAT ROVIRA I VIRGILIES
partner🇧🇪 UNIVERSITE DE LIEGEBE
partner🇳🇱 UNIVERSITEIT VAN AMSTERDAMNL
partner🇿🇦 UNIVERSITY OF JOHANNESBURGZA
partner🇺🇸 UNIVERSITY OF WASHINGTONUS
partner🇮🇱 WEIZMANN INSTITUTE OF SCIENCEIL
partner🇸🇮 ZNANOST NA CESTI, ZAVOD ZA PROMOCIJO ZNANOSTI, LJUBLJANASI
partnerProject Results (33)
Source: CORDIS, the EU research results database.
▶Publications (26)
Deep learning approach to landmarking and measurement error analysis for gilthead seabream (Sparus aurata) origin classification in geometric morphometrics
Igor Talijančić, Josip Šarić, Josip Zavada, Luka Žuvić, Siniša Šegvić, Tanja Šegvić-Bubić
A Covert α-Stable Noise-Based Extended Random Communication by Incorporating Multiple Inverse Systems
Areeb Ahmed, Zoran Bosnić
Atmospheric Environment
D.G. Kaskaoutis,G. Grivas,R.E.P. Sotiropoulou,, I. Stavroulas, A. Bougiatioti, E. ,Tagaris , N. Mihalopoulo
Atmospheric Measurement Techniques
J. Yus-Díez; L. Drinovec; L. Drinovec; L. Alados-Arboledas; G. Titos; E. Bazo; A. Casans; D. Patrón; X. Querol; A. Gonzalez-Romero; C. Perez García-Pando; C. Perez García-Pando; G. Močnik; G. Močnik
Confronting the dark matter capture rate with a continuous gravitational wave probe of local neutron stars
Pooja Bhattacharjee; Amit Dutta Banik
Data assimilation for advanced cross-scale unstructured grid ocean modelling
Marco Stefanelli, Eric Jansen, Ali Aydoğdu, Ivan Federico, Giovanni Coppini
European Physical Journal C
Aad, Georges; Aakvaag, Erlend; Abbott, Braden Keim; Abdelhameed, Sara; Abeling, Kira; Abicht, Nils Julius; Abidi, Haider; Aboelela, Mohammed; Aboulhorma, Asmaa; Abramowicz, Halina; Abulaiti, Yiming; Acharya, Bobby Samir; Ackermann, Anke; Adam Bourdarios, Claire; Adamczyk, Leszek; Addepalli, Sagar; Addison, M. J.; Adelman, Jahred; Adiguzel, Aytul; Adye, Tim; Affolder, Tony; Affolder, A. A.; Afik, Yoav; Agaras, Merve Nazlim; Aggarwal, Anamika; Agheorghiesei, Catalin; Ahmadov, Faig; Ahuja, Sudha; Ai, Xiaocong; Aielli, Giulio; Aikot, Arya; Ait Tamlihat, Malak; Aitbenchikh, Brahim; Akbiyik, Melike; Åkesson, T. P. A.; Akimov, Andrei; Akiyama, Daiya; Akolkar, Nilima Nilesh; Aktas, Sina; Alberghi, Gian Luigi; Albert, Justin; Albicocco, Pietro; Albouy, Guillaume Lucas; Alderweireldt, Sara; Alegria, Zackary Lee; Aleksa, Martin; Aleksandrov, I. N.; Alexa, Calin; Alexopoulos, Theodoros; Alfonsi, Fabrizio; Algren, Malte; Alhroob, Muhammad; Ali, Babar; Ali, H. M. J.; Ali, Shahzad; Alibocus, Samuel William; Aliev, Malik; Alimonti, Gianluca; Alkakhi, Wael; Allaire, Corentin; Allbrooke, Benedict; Allen, Jonny; Allen, Julia Frances; Allport, Philip Patrick; Aloisio, Alberto; Alonso, Francisco; Alpigiani, Cristiano; Alsolami, Zainab Mohammad K.; Alvarez Fernandez, Adrian; Alves Cardoso, Mario; Alviggi, Mariagrazia; Aly, Mohamed; Do Amaral Coutinho, Yara; Ambler, Alessandro; Amelung, Christoph; Amerl, Maximilian; Ames, Christoph; Amezza, Thiziri; Amidei, Dante; Amini, Baktash; Amirie, Kyle; Amirkhanov, Artem; Amor Dos Santos, Susana Patricia; Amos, Kieran Robert; Amperiadou, Dimitra; An, Shiwen; Anastopoulos, Christos; Andeen, Timothy Robert; Anders, John Kenneth; Anderson, Adam Campbell; Andreazza, Attilio; Angelidakis, Stylianos; Angerami, Aaron; Anisenkov, Alexey; Annovi, Alberto; Antel, Claire; Antipov, Egor; Antonelli, Mario; Anulli, Fabio; Aoki, Masato; Aoki, Takumi; Aparo, Marco; Aperio Bella, Ludovica; Apicella, Mariano; Appelt, Christian; Apyan, Aram; Arbiol Val, Sergio Javier; Arcangeletti, Chiara; Arce, Ayana Tamu; Arguin, Jean-Francois; Argyropoulos, Spyros; Arling, Jan-Hendrik; Arnaez, Olivier; Arnold, Hannah; Artoni, Giacomo; Asada, Haruka; Asai, Kanae; Asai, Shoji; Asatryan, Siranush; Asbah, Nedaa Alexandra; Ashby Pickering, Rachel Amy; Aslam, Asim Mohammed; Assamagan, Ketevi Adikle; Astalos, Robert; Astrand, K. S. V.; Atashi, Rose; Atashi, S.; Atkin, Ryan Justin; Atmani, Hicham; Atmasiddha, Prachi; Augsten, Kamil; Auriol, Adrien; Austrup, Volker Andreas; Avolio, Giuseppe; Axiotis, Konstantinos; Azuelos, Georges; Babal, Dominik; Bachacou, Henri; Bachas, Konstantinos; Bachiu, Alexander; Bachmann, Erik; Backes, Mathias Josef; Badea, Anthony; Baer, Tamas Marton; Bagnaia, Paolo; Bahmani, Marzieh; Bahner, Daniel; Bai, Kehang; Baines, J. T.; Baines, Luke; Baker, Keith; Bakos, Evelin; Bakshi Gupta, Debottam; Balabram Filho, Luiz Eduardo; Balakrishnan, Veena; Balasubramanian, Rahul; Baldin, Evgenii; Balek, Petr; Ballabene, Eric; Balli, Fabrice; Baltes, Lisa Marie; Balunas, William Keaton; Balz, Johannes; Bamwidhi, Isaac; Banas, Elzbieta; Bandieramonte, Marilena; Bandyopadhyay, Anjishnu; Bansal, Shubham; Barak, Liron; Barakat, Marawan; Barberio, Elisabetta; Barberis, Dario; Barbero, Marlon Benoit; Barel, Marten Zefanja; Barillari, Teresa; Barisits, Martin; Barklow, Tim; Baron, Petr; Baron Moreno, D. A.; Baroncelli, A.; Baroncelli, Toni; Barr, A. J.; Barr, Jackson; Barreiro, Fernando; Barreiro Guimaraes Da Costa, Joao; Barros Teixeira, M. G.; Barsov, Sergey; Bartels, Falk; Bartoldus, Rainer; Barton, Adam Edward; Bartos, Pavol; Basan, Alexander; Baselga Bacardit, Marta; Bashiri, Saleh; Bassalat, Ahmed; Basso, Matthew Joseph; Bataju, Susan; Bate, Russell; Bates, Richard; Batlamous, Souad
Expected tracking performance of the ATLAS Inner Tracker at the High-Luminosity LHC
G. Aad, E. Aakvaag, B. Abbott, S. Abdelhameed, K. Abeling, N.J. Abicht, S.H. Abidi, M. Aboelela, A. Aboulhorma, H. Abramowicz, Y. Abulaiti, B.S. Acharya, A. Ackermann, C. Adam Bourdarios, L. Adamczyk,
Exploring Higher-Order Mutation Rates in a Game-Theoretical Setting
2025 IEEE Symposium on Computational Intelligence in Artificial Life and Cooperative Intelligent Systems (ALIFE-CIS)· 2025DOI
Bruno Gašperov, Branko Šter
How to obtain slow roll inflation driven by nonlinear electrodynamics
Daniele Malafarina, Hrishikesh Chakrabarty, Ilia Musco
On the Effects of Parameters on Galaxy Properties in CAMELS and the Predictability of Ω<sub>m</sub>
Gabriella Contardo, Roberto Trotta, Serafina Di Gioia, David W. Hogg, Francisco Villaescusa-Navarro
Optimizing foamed glass production with machine learning
Uroš Hribar; Sintija Stevanoska; Christian L. Camacho-Villalón; Matjaž Spreitzer; Jakob König; Sašo Džeroski
Search for electroweak production of vector-like leptons in $$\tau $$-lepton and b-jet final states in pp collisions at $$\sqrt{s}$$ = 13 TeV with the ATLAS detector
null null, G. Aad, E. Aakvaag, B. Abbott, S. Abdelhameed, K. Abeling, N. J. Abicht, S. H. Abidi, M. Aboelela, A. Aboulhorma, H. Abramowicz, Y. Abulaiti, B. S. Acharya, A. Ackermann, C. Adam Bourdarios, L. Adamczyk, S. V. Addepalli, M. J. Addison, J. Adelman, A. Adiguzel, T. Adye, A. A. Affolder, Y. Afik, M. N. Agaras, A. Aggarwal, C. Agheorghiesei, F. Ahmadov, S. Ahuja, X. Ai, G. Aielli, A. Aikot, M. Ait Tamlihat, B. Aitbenchikh, M. Akbiyik, T. P. A. Åkesson, A. V. Akimov, D. Akiyama, N. N. Akolkar, S. Aktas, G. L. Alberghi, J. Albert, P. Albicocco, G. L. Albouy, S. Alderweireldt, Z. L. Alegria, M. Aleksa, I. N. Aleksandrov, C. Alexa, T. Alexopoulos, F. Alfonsi, M. Algren, M. Alhroob, B. Ali, H. M. J. Ali, S. Ali, S. W. Alibocus, M. Aliev, G. Alimonti, W. Alkakhi, C. Allaire, B. M. M. Allbrooke, J. S. Allen, J. F. Allen, P. P. Allport, A. Aloisio, F. Alonso, C. Alpigiani, Z. M. K. Alsolami, A. Alvarez Fernandez, M. Alves Cardoso, M. G. Alviggi, M. Aly, Y. Amaral Coutinho, A. Ambler, C. Amelung, M. Amerl, C. G. Ames, T. Amezza, D. Amidei, B. Amini, K. Amirie, A. Amirkhanov, S. P. Amor Dos Santos, K. R. Amos, D. Amperiadou, S. An, C. Anastopoulos, T. Andeen, J. K. Anders, A. C. Anderson, A. Andreazza, S. Angelidakis, A. Angerami, A. V. Anisenkov, A. Annovi, C. Antel, E. Antipov, M. Antonelli, F. Anulli, M. Aoki, T. Aoki, M. A. Aparo, L. Aperio Bella, M. Apicella, C. Appelt, A. Apyan, S. J. Arbiol Val, C. Arcangeletti, A. T. H. Arce, J-F. Arguin, S. Argyropoulos, J.-H. Arling, O. Arnaez, H. Arnold, G. Artoni, H. Asada, K. Asai, S. Asai, S. Asatryan, N. A. Asbah, R. A. Ashby Pickering, A. M. Aslam, K. Assamagan, R. Astalos, K. S. V. Astrand, S. Atashi, R. J. Atkin, H. Atmani, P. A. Atmasiddha, K. Augsten, A. D. Auriol, V. A. Austrup, G. Avolio, K. Axiotis, G. Azuelos, D. Babal, H. Bachacou, K. Bachas, A. Bachiu, E. Bachmann, M. J. Backes, A. Badea, T. M. Baer, P. Bagnaia, M. Bahmani, D. Bahner, K. Bai, J. T. Baines, L. Baines, O. K. Baker, E. Bakos, D. Bakshi Gupta, L. E. Balabram Filho, V. Balakrishnan, R. Balasubramanian, E. M. Baldin, P. Balek, E. Ballabene, F. Balli, L. M. Baltes, W. K. Balunas, J. Balz, I. Bamwidhi, E. Banas, M. Bandieramonte, A. Bandyopadhyay, S. Bansal, L. Barak, M. Barakat, E. L. Barberio, D. Barberis, M. Barbero, M. Z. Barel, T. Barillari, M-S. Barisits, T. Barklow, P. Baron, D. A. Baron Moreno, A. Baroncelli, A. J. Barr, J. D. Barr, F. Barreiro, J. Barreiro Guimarães da Costa, M. G. Barros Teixeira, S. Barsov, F. Bartels, R. Bartoldus, A. E. Barton, P. Bartos, A. Basan, M. Baselga, S. Bashiri, A. Bassalat, M. J. Basso, S. Bataju, R. Bate, R. L. Bates, S. Batlamous, M. Battaglia, D. Battulga, M. Bauce, M. Bauer, P. Bauer, L. T. Bayer, L. T. Bazzano Hurrell, J. B. Beacham, T. Beau, J. Y. Beaucamp, P. H. Beauchemin, P. Bechtle, H. P. Beck, K. Becker, A. J. Beddall, V. A. Bednyakov, C. P. Bee, L. J. Beemster, M. Begalli, M. Begel, J. K. Behr, J. F. Beirer, F. Beisiegel, M. Belfkir, G. Bella, L. Bellagamba, A. Bellerive, C. D. Bellgraph, P. Bellos, K. Beloborodov, D. Benchekroun, F. Bendebba, Y. Benhammou, K. C. Benkendorfer, L. Beresford, M. Beretta, E. Bergeaas Kuutmann, N. Berger, B. Bergmann, J. Beringer, G. Bernardi, C. Bernius, F. U. Bernlochner, F. Bernon, A. Berrocal Guardia, T. Berry, P. Berta, A. Berthold, A. Berti, R. Bertrand, S. Bethke, A. Betti, A. J. Bevan, L. Bezio, N. K. Bhalla, S. Bharthuar, S. Bhatta, P. Bhattarai, Z. M. Bhatti, K. D. Bhide, V. S. Bhopatkar, R. M. Bianchi, G. Bianco, O. Biebel, M. Biglietti, C. S. Billingsley, Y. Bimgdi, M. Bindi, A. Bingham, A. Bingul, C. Bini, G. A. Bird, M. Birman, M. Biros, S. Biryukov, T. Bisanz, E. Bisceglie, J. P. Biswal, D. Biswas, I. Bloch, A. Blue, U. Blumenschein, J. Blumenthal, V. S. Bobrovnikov, M. Boehler, B. Boehm, D. Bogavac, A. G. Bogdanchikov, L. S. Boggia, V. Boisvert, P. Bokan, T. Bold, M. Bomben, M. Bona, M. Boonekamp, A. G. Borbély, I. S. Bordulev, G. Borissov, D. Bortoletto, D. Boscherini, M. Bosman, K. Bouaouda, N. Bouchhar, L. Bo
Searching for dark matter annihilating into light long-lived mediators from stars inside dwarf spheroidal galaxies
Aman Gupta; Pooja Bhattacharjee; Pratik Majumdar
Software and computing for Run 3 of the ATLAS experiment at the LHC
null null, G. Aad, E. Aakvaag, B. Abbott, K. Abeling, N. J. Abicht, S. H. Abidi, M. Aboelela, A. Aboulhorma, H. Abramowicz, H. Abreu, Y. Abulaiti, E. Accion Garcia, B. S. Acharya, V. Acin Portella, A.
Threats Assessment of the Endemic Idle Crayfish (<scp><i>Austropotamobius bihariensis</i></scp> Pârvulescu, 2019): Lessons From Long‐Term Monitoring
Andrei‐Robert Ács, Mihaela C. Ion, Kristian Miok, Antonio V. Laza, Alina Pitic, Marko Robnik‐Šikonja, Lucian Pârvulescu
Analysis of secondary inorganic aerosols over the greater Athens area using the EPISODE–CityChem source dispersion and photochemistry model
Stelios Myriokefalitakis, Matthias Karl, Kim A. Weiss, Dimitris Karagiannis, Eleni Athanasopoulou, Anastasia Kakouri, Aikaterini Bougiatioti, Eleni Liakakou, Iasonas Stavroulas, Georgios Papangelis, G
Characterization of Brown Carbon absorption in different European environments through source contribution analysis
H. Navarro-Barboza; J. Rovira; V. Obiso; A. Pozzer; A. Pozzer; M. Via; A. Alastuey; X. Querol; N. Perez; M. Savadkoohi; M. Savadkoohi; G. Chen; J. Yus-Díez; M. Ivancic; M. Rigler; K. Eleftheriadis; S
Constraining UV freeze-in of light relics with current and next-generation CMB observations
Luca Caloni, Patrick Stengel, Massimiliano Lattanzi, Martina Gerbino
Impact of Dust Source Patchiness on the Existence of a Constant Dust Flux Layer During Aeolian Erosion Events
S. Dupont, M. Klose, M. R. Irvine, C. González‐Flórez, A. Alastuey, J.‐M. Bonnefond, P. Dagsson‐Waldhauserova, A. Gonzalez‐Romero, T. Hussein, E. Lamaud, H. Meyer, A. Panta, X. Querol, K. Sc
No evidence for gamma-ray emission from the Sagittarius dwarf spheroidal galaxy
Christopher Eckner, Silvia Manconi, Francesca Calore
Probing Iceland's dust-emitting sediments: particle size distribution, mineralogy, cohesion, Fe mode of occurrence, and reflectance spectra signatures
Adolfo González-Romero, Cristina González-Flórez, Agnesh Panta, Jesús Yus-Díez, Patricia Córdoba, Andres Alastuey, Natalia Moreno, Konrad Kandler, Martina Klose, Roger N. Clark, Bethany L. Ehlma
Probing protoneutron stars with gamma-ray axionscopes
Alessandro Lella; Francesca Calore; Pierluca Carenza; Christopher Eckner; Maurizio Giannotti; Giuseppe Lucente; Alessandro Mirizzi
Prospects for γ-ray observations of the Perseus galaxy cluster with the Cherenkov Telescope Array
K. Abe, S. Abe, F. Acero, A. Acharyya, R. Adam, A. Aguasca-Cabot, I. Agudo, A. Aguirre-Santaella, J. Alfaro, R. Alfaro, N. Alvarez-Crespo, R. Alves Batista, J.-P. Amans, E. Amato, E.O. Angüner, L.A.
Robust inference of the Galactic Centre gamma-ray excess spatial properties
Deheng Song; Christopher Eckner; Chris Gordon; Francesca Calore; Oscar Macias; Kevork N Abazajian; Shunsaku Horiuchi; Manoj Kaplinghat; Martin Pohl
▶Deliverables (6)
Documents, reports
Documents, reports
Documents, reports
▶Other Results (1)
Periodic Reporting for period 1 - SMASH (Machine learning for Sciences and Humanities)