The DL Advocate: playing the devil’s advocate with hidden systematic uncertainties von Golutvin, Andrei, Iniukhin, Aleksandr, Mauri, Andrea, Owen, Patrick, Serra, Nicola, Ustyuzhanin, Andrey

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Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines von Trofimova, Ekaterina, Sataev, Emil, Ustyuzhanin, Andrey

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Beyond dynamics: learning to discover conservation principles von Belyshev, Antonii, Kovrigin, Alexander, Ustyuzhanin, Andrey

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Machine learning code snippets semantic classification von Berezovskiy, Valeriy, Gorodilova, Anastasia, Trofimova, Ekaterina, Ustyuzhanin, Andrey

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A study of neural networks point source extraction on simulated Fermi/LAT telescope images von Mariia, Drozdova, Anton, Broilovskiy, Andrey, Ustyuzhanin, Denys, Malyshev

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NFAD: fixing anomaly detection using normalizing flows von Ryzhikov, Artem, Borisyak, Maxim, Ustyuzhanin, Andrey, Derkach, Denis

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Generative Models for Fast Calorimeter Simulation: the LHCb case von Chekalina, Viktoria, Orlova, Elena, Ratnikov, Fedor, Ulyanov, Dmitry, Ustyuzhanin, Andrey, Zakharov, Egor

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Code4ML: a large-scale dataset of annotated Machine Learning code von Drozdova, Anastasia, Trofimova, Ekaterina, Guseva, Polina, Scherbakova, Anna, Ustyuzhanin, Andrey

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Symbolic expression generation via variational auto-encoder von Popov, Sergei, Lazarev, Mikhail, Belavin, Vladislav, Derkach, Denis, Ustyuzhanin, Andrey

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Unveiling the complex structure-property correlation of defects in 2D materials based on high throughput datasets von Huang, Pengru, Lukin, Ruslan, Faleev, Maxim, Kazeev, Nikita, Al-Maeeni, Abdalaziz Rashid, Andreeva, Daria V., Ustyuzhanin, Andrey, Tormasov, Alexander, Castro Neto, A. H., Novoselov, Kostya S.

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Sparse representation for machine learning the properties of defects in 2D materials von Kazeev, Nikita, Al-Maeeni, Abdalaziz Rashid, Romanov, Ignat, Faleev, Maxim, Lukin, Ruslan, Tormasov, Alexander, Castro Neto, A. H., Novoselov, Kostya S., Huang, Pengru, Ustyuzhanin, Andrey

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Adaptive divergence for rapid adversarial optimization von Borisyak, Maxim, Gaintseva, Tatiana, Ustyuzhanin, Andrey

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Toward the end-to-end optimization of particle physics instruments with differentiable programming von Dorigo, Tommaso, Giammanco, Andrea, Vischia, Pietro, Aehle, Max, Bawaj, Mateusz, Boldyrev, Alexey, de Castro Manzano, Pablo, Derkach, Denis, Donini, Julien, Edelen, Auralee, Fanzago, Federica, Gauger, Nicolas R., Glaser, Christian, Baydin, Atılım G., Heinrich, Lukas, Keidel, Ralf, Kieseler, Jan, Krause, Claudius, Lagrange, Maxime, Lamparth, Max, Layer, Lukas, Maier, Gernot, Nardi, Federico, Pettersen, Helge E.S., Ramos, Alberto, Ratnikov, Fedor, Röhrich, Dieter, de Austri, Roberto Ruiz, del Árbol, Pablo Martínez Ruiz, Savchenko, Oleg, Simpson, Nathan, Strong, Giles C., Taliercio, Angela, Tosi, Mia, Ustyuzhanin, Andrey, Zaraket, Haitham

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Optimization of the SHiP Spectrometer Tracker geometry using the Bayesian Optimization with Gaussian Processes von Alenkin, Oleg, Hushchyn, Mikhail, Ustyuzhanin, Andrey, Baranov, Alexander

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Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems von Babović, Zoran, Bajat, Branislav, Đokić, Vladan, Đorđević, Filip, Drašković, Dražen, Filipović, Nenad, Furht, Borko, Gačić, Nikola, Ikodinović, Igor, Ilić, Marija, Irfanoglu, Ayhan, Jelenković, Branislav, Kartelj, Aleksandar, Klimeck, Gerhard, Korolija, Nenad, Kotlar, Miloš, Kovačević, Miloš, Kuzmanović, Vladan, Marinković, Marko, Marković, Slobodan, Mendelson, Avi, Milutinović, Veljko, Nešković, Aleksandar, Nešković, Nataša, Mitić, Nenad, Nikolić, Boško, Novoselov, Konstantin, Prakash, Arun, Ratković, Ivan, Stojadinović, Zoran, Ustyuzhanin, Andrey, Zak, Stan

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Towards invertible 2D crystal structure representation for efficient downstream task execution von Shibaev, Egor, Ustyuzhanin, Andrey

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Generalization of change-point detection in time series data based on direct density ratio estimation von Hushchyn, Mikhail, Ustyuzhanin, Andrey

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Author Correction: Unveiling the complex structure-property correlation of defects in 2D materials based on high throughput datasets von Huang, Pengru, Lukin, Ruslan, Faleev, Maxim, Kazeev, Nikita, Al-Maeeni, Abdalaziz Rashid, Andreeva, Daria V., Ustyuzhanin, Andrey, Tormasov, Alexander, Castro Neto, A. H., Novoselov, Kostya S.

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SANgo: a storage infrastructure simulator with reinforcement learning support von Arzymatov, Kenenbek, Sapronov, Andrey, Belavin, Vladislav, Gremyachikh, Leonid, Karpov, Maksim, Ustyuzhanin, Andrey, Tchoub, Ivan, Ikoev, Artem

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Dataset of tau neutrino interactions recorded by the OPERA experiment von De Lellis, Giovanni, Dmitrievsky, Sergey, Galati, Giuliana, Lavasa, Artemis, Šimko, Tibor, Tsanaktsidis, Ioannis, Ustyuzhanin, Andrey

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