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660 Publications
2021 | Journal Article | IST-REx-ID: 9698 | 
Keith, John A., et al. “Combining Machine Learning and Computational Chemistry for Predictive Insights into Chemical Systems.” Chemical Reviews, vol. 121, no. 16, American Chemical Society, 2021, pp. 9816–72, doi: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, vol. 198, no. 2, Institute of Mathematics, Polish Academy of Sciences, 2021, pp. 129–68, doi: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, vol. 7, no. 2, 37, Springer Nature, 2021, doi:10.1007/s40993-021-00267-9.
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2021 | Conference Abstract | IST-REx-ID: 12909 |
Schlögl, Alois, et al. “Managing Software on a Heterogenous HPC Cluster.” ASHPC21 – Austrian-Slovenian HPC Meeting 2021, University of Ljubljana, 2021, p. 5, doi:10.3359/2021hpc.
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2021 | Conference Paper | IST-REx-ID: 11458 |
Peste, Elena-Alexandra, et al. “AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks.” 35th Conference on Neural Information Processing Systems, vol. 34, Curran Associates, 2021, pp. 8557–70.
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2021 | Journal Article | IST-REx-ID: 10585 |
Brooks, Morris, et al. “Emergence of Anyons on the Two-Sphere in Molecular Impurities.” Atoms, vol. 9, no. 4, 106, MDPI, 2021, doi:10.3390/atoms9040106.
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2021 | Conference Paper | IST-REx-ID: 13147 |
Alimisis, Foivos, et al. “Communication-Efficient Distributed Optimization with Quantized Preconditioners.” Proceedings of the 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 196–206.
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2021 | Conference Paper | IST-REx-ID: 13146 |
Nguyen, Quynh, et al. “Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks.” Proceedings of the 38th International Conference on Machine Learning, vol. 139, ML Research Press, 2021, pp. 8119–29.
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2021 | Conference Paper | IST-REx-ID: 10665 |
Henzinger, Thomas A., et al. “Scalable Verification of Quantized Neural Networks.” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 35, no. 5A, AAAI Press, 2021, pp. 3787–95.
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2021 | Conference Paper | IST-REx-ID: 10667 |
Lechner, Mathias, et al. “Infinite Time Horizon Safety of Bayesian Neural Networks.” 35th Conference on Neural Information Processing Systems, 2021, doi:10.48550/arXiv.2111.03165.
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2021 | Journal Article | IST-REx-ID: 13358 |
Ryssy, Joonas, et al. “Light‐responsive Dynamic DNA‐origami‐based Plasmonic Assemblies.” Angewandte Chemie International Edition, vol. 60, no. 11, Wiley, 2021, pp. 5859–63, doi:10.1002/anie.202014963.
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2021 | Book Chapter | IST-REx-ID: 13360
Bian, Tong, et al. “Controlling Self‐Assembly of Nanoparticles Using Light.” Out‐of‐Equilibrium (Supra)Molecular Systems and Materials, edited by Nicolas Giuseppone and Andreas Walther, Wiley, 2021, pp. 241–73, doi:10.1002/9783527821990.ch9.
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2021 | Journal Article | IST-REx-ID: 13357 |
Bian, Tong, et al. “Electrostatic Co-Assembly of Nanoparticles with Oppositely Charged Small Molecules into Static and Dynamic Superstructures.” Nature Chemistry, vol. 13, no. 10, Springer Nature, 2021, pp. 940–49, doi: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, et al. Spatiotemporal Dynamics of Self-Organized Branching in Pancreas-Derived Organoids. Zenodo, 2021, doi:10.5281/ZENODO.5148117.
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2021 | Journal Article | IST-REx-ID: 7551 |
Fredes Tolorza, Felipe A., et al. “Ventro-Dorsal Hippocampal Pathway Gates Novelty-Induced Contextual Memory Formation.” Current Biology, vol. 31, no. 1, Elsevier, 2021, p. P25–38.E5, doi:10.1016/j.cub.2020.09.074.
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2021 | Journal Article | IST-REx-ID: 7463 |
Lombardi, Fabrizio, et al. “Long-Range Temporal Correlations in the Broadband Resting State Activity of the Human Brain Revealed by Neuronal Avalanches.” Neurocomputing, vol. 461, Elsevier, 2021, pp. 657–66, doi:10.1016/j.neucom.2020.05.126.
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2021 | Technical Report | IST-REx-ID: 6995 |
Samarasinghe, Ranmal A., et al. Identification of Neural Oscillations and Epileptiform Changes in Human Brain Organoids. Vol. 24, Springer Nature, 2021, doi: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, vol. 53, no. 2, Wiley, 2021, pp. 560–74, doi: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, vol. 33, no. 4, MIT Press, 2021, pp. 899–925, doi:10.1162/neco_a_01367.
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