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9096 Publications
2021 | Journal Article | IST-REx-ID: 9698 | 
Keith, John A., Valentin Valentin Vassilev-Galindo, Bingqing Cheng, Stefan Chmiela, Michael Gastegger, Klaus-Robert Müller, and Alexandre Tkatchenko. “Combining Machine Learning and Computational Chemistry for Predictive Insights into Chemical Systems.” Chemical Reviews. American Chemical Society, 2021. https://doi.org/10.1021/acs.chemrev.1c00107.
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2021 | Journal Article | IST-REx-ID: 12309 |
Verzobio, Matteo. “Primitive Divisors of Elliptic Divisibility Sequences for Elliptic Curves with J=1728.” Acta Arithmetica. Institute of Mathematics, Polish Academy of Sciences, 2021. https://doi.org/10.4064/aa191016-30-7.
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2021 | Journal Article | IST-REx-ID: 12308 |
Verzobio, Matteo. “Primitive Divisors of Sequences Associated to Elliptic Curves with Complex Multiplication.” Research in Number Theory. Springer Nature, 2021. https://doi.org/10.1007/s40993-021-00267-9.
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2021 | Conference Abstract | IST-REx-ID: 12909 |
Schlögl, Alois, Stefano Elefante, Andrei Hornoiu, and Stephan Stadlbauer. “Managing Software on a Heterogenous HPC Cluster.” In ASHPC21 – Austrian-Slovenian HPC Meeting 2021, 5. University of Ljubljana, 2021. https://doi.org/10.3359/2021hpc.
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2021 | Conference Paper | IST-REx-ID: 11458 |
Peste, Elena-Alexandra, Eugenia B Iofinova, Adrian Vladu, and Dan-Adrian Alistarh. “AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks.” In 35th Conference on Neural Information Processing Systems, 34:8557–70. Curran Associates, 2021.
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| arXiv
2021 | Journal Article | IST-REx-ID: 10585 |
Brooks, Morris, Mikhail Lemeshko, Douglas Lundholm, and Enderalp Yakaboylu. “Emergence of Anyons on the Two-Sphere in Molecular Impurities.” Atoms. MDPI, 2021. https://doi.org/10.3390/atoms9040106.
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| arXiv
2021 | Conference Paper | IST-REx-ID: 13147 |
Alimisis, Foivos, Peter Davies, and Dan-Adrian Alistarh. “Communication-Efficient Distributed Optimization with Quantized Preconditioners.” In Proceedings of the 38th International Conference on Machine Learning, 139:196–206. ML Research Press, 2021.
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2021 | Conference Paper | IST-REx-ID: 13146 |
Nguyen, Quynh, Marco Mondelli, and Guido Montufar. “Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.” In Proceedings of the 38th International Conference on Machine Learning, 139:8119–29. ML Research Press, 2021.
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| arXiv
2021 | Conference Paper | IST-REx-ID: 10665 |
Henzinger, Thomas A, Mathias Lechner, and Dorde Zikelic. “Scalable Verification of Quantized Neural Networks.” In Proceedings of the AAAI Conference on Artificial Intelligence, 35:3787–95. AAAI Press, 2021.
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| arXiv
2021 | Conference Paper | IST-REx-ID: 10667 |
Lechner, Mathias, Ðorđe Žikelić, Krishnendu Chatterjee, and Thomas A Henzinger. “Infinite Time Horizon Safety of Bayesian Neural Networks.” In 35th Conference on Neural Information Processing Systems, 2021. https://doi.org/10.48550/arXiv.2111.03165.
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| arXiv
2021 | Journal Article | IST-REx-ID: 13358 |
Ryssy, Joonas, Ashwin K. Natarajan, Jinhua Wang, Arttu J. Lehtonen, Minh‐Kha Nguyen, Rafal Klajn, and Anton Kuzyk. “Light‐responsive Dynamic DNA‐origami‐based Plasmonic Assemblies.” Angewandte Chemie International Edition. Wiley, 2021. https://doi.org/10.1002/anie.202014963.
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2021 | Book Chapter | IST-REx-ID: 13360
Bian, Tong, Zonglin Chu, and Rafal Klajn. “Controlling Self‐Assembly of Nanoparticles Using Light.” In Out‐of‐Equilibrium (Supra)Molecular Systems and Materials, edited by Nicolas Giuseppone and Andreas Walther, 241–73. Wiley, 2021. https://doi.org/10.1002/9783527821990.ch9.
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2021 | Journal Article | IST-REx-ID: 13357 |
Bian, Tong, Andrea Gardin, Julius Gemen, Lothar Houben, Claudio Perego, Byeongdu Lee, Nadav Elad, Zonglin Chu, Giovanni M. Pavan, and Rafal Klajn. “Electrostatic Co-Assembly of Nanoparticles with Oppositely Charged Small Molecules into Static and Dynamic Superstructures.” Nature Chemistry. Springer Nature, 2021. https://doi.org/10.1038/s41557-021-00752-9.
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| PubMed | Europe PMC
2021 | Research Data Reference | IST-REx-ID: 13072 |
McCartney DL, Hillary RF, Conole EL, Trejo Banos D, Gadd DA, Walker RM, Nangle C, Flaig R, Campbell A, Murray AD, Munoz Maniega S, del C Valdes-Hernandez M, Harris MA, Bastin ME, Wardlaw JM, Harris SE, Porteous DJ, Tucker-Drob EM, McIntosh AM, Evans KL, Deary IJ, Cox SR, Robinson MR, Marioni RE. 2021. Blood-based epigenome-wide analyses of cognitive abilities, Zenodo, 10.5281/ZENODO.5794028.
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2021 | Research Data Reference | IST-REx-ID: 13068 |
Randriamanantsoa, Samuel, Aristeidis Papargyriou, Carlo Maurer, Katja Peschke, Maximilian Schuster, Giulia Zecchin, Katja Steiger, et al. “Spatiotemporal Dynamics of Self-Organized Branching in Pancreas-Derived Organoids.” Zenodo, 2021. https://doi.org/10.5281/ZENODO.5148117.
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2021 | Journal Article | IST-REx-ID: 7551 |
Fredes Tolorza, Felipe A, Maria A Silva Sifuentes, Peter Koppensteiner, Kenta Kobayashi, Maximilian A Jösch, and Ryuichi Shigemoto. “Ventro-Dorsal Hippocampal Pathway Gates Novelty-Induced Contextual Memory Formation.” Current Biology. Elsevier, 2021. https://doi.org/10.1016/j.cub.2020.09.074.
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2021 | Journal Article | IST-REx-ID: 7463 |
Lombardi, Fabrizio, Oren Shriki, Hans J Herrmann, and Lucilla de Arcangelis. “Long-Range Temporal Correlations in the Broadband Resting State Activity of the Human Brain Revealed by Neuronal Avalanches.” Neurocomputing. Elsevier, 2021. https://doi.org/10.1016/j.neucom.2020.05.126.
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2021 | Technical Report | IST-REx-ID: 6995 |
Samarasinghe, Ranmal A., Osvaldo Miranda, Jessie E. Buth, Simon Mitchell, Isabella Ferando, Momoko Watanabe, Arinnae Kurdian, et al. Identification of Neural Oscillations and Epileptiform Changes in Human Brain Organoids. Vol. 24. Springer Nature, 2021. https://doi.org/10.1038/s41593-021-00906-5.
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2021 | Journal Article | IST-REx-ID: 6965 |
Rychlewicz, Kamil P. “The Positivity of Local Equivariant Hirzebruch Class for Toric Varieties.” Bulletin of the London Mathematical Society. Wiley, 2021. https://doi.org/10.1112/blms.12442.
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| arXiv
2021 | Journal Article | IST-REx-ID: 8253 |
Zenke, Friedemann, and Tim P Vogels. “The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks.” Neural Computation. MIT Press, 2021. https://doi.org/10.1162/neco_a_01367.
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