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635 Publications


2021 | Journal Article | IST-REx-ID: 9698 | OA
Combining machine learning and computational chemistry for predictive insights into chemical systems
J.A. Keith, V. Valentin Vassilev-Galindo, B. Cheng, S. Chmiela, M. Gastegger, K.-R. Müller, A. Tkatchenko, Chemical Reviews 121 (2021) 9816–9872.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 

2021 | Journal Article | IST-REx-ID: 12309 | OA [Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Journal Article | IST-REx-ID: 12308 | OA [Published Version] View | DOI | Download Published Version (ext.)
 

2021 | Conference Abstract | IST-REx-ID: 12909 | OA
Managing software on a heterogenous HPC cluster
A. Schlögl, S. Elefante, A. Hornoiu, S. Stadlbauer, in:, ASHPC21 – Austrian-Slovenian HPC Meeting 2021, University of Ljubljana, 2021, p. 5.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

2021 | Conference Paper | IST-REx-ID: 11458 | OA
AC/DC: Alternating Compressed/DeCompressed training of deep neural networks
E.-A. Peste, E.B. Iofinova, A. Vladu, D.-A. Alistarh, in:, 35th Conference on Neural Information Processing Systems, Curran Associates, 2021, pp. 8557–8570.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2021 | Journal Article | IST-REx-ID: 10585 | OA
Emergence of anyons on the two-sphere in molecular impurities
M. Brooks, M. Lemeshko, D. Lundholm, E. Yakaboylu, Atoms 9 (2021).
[Published Version] View | Files available | DOI | arXiv
 

2021 | Conference Paper | IST-REx-ID: 13147 | OA
Communication-efficient distributed optimization with quantized preconditioners
F. Alimisis, P. Davies, D.-A. Alistarh, in:, Proceedings of the 38th International Conference on Machine Learning, ML Research Press, 2021, pp. 196–206.
[Published Version] View | Files available | arXiv
 

2021 | Conference Paper | IST-REx-ID: 13146 | OA
Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks
Q. Nguyen, M. Mondelli, G. Montufar, in:, Proceedings of the 38th International Conference on Machine Learning, ML Research Press, 2021, pp. 8119–8129.
[Published Version] View | Files available | arXiv
 

2021 | Conference Paper | IST-REx-ID: 10665 | OA
Scalable verification of quantized neural networks
T.A. Henzinger, M. Lechner, D. Zikelic, in:, Proceedings of the AAAI Conference on Artificial Intelligence, AAAI Press, 2021, pp. 3787–3795.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 

2021 | Conference Paper | IST-REx-ID: 10667 | OA
Infinite time horizon safety of Bayesian neural networks
M. Lechner, Ð. Žikelić, K. Chatterjee, T.A. Henzinger, in:, 35th Conference on Neural Information Processing Systems, 2021.
[Published Version] View | Files available | DOI | Download Published Version (ext.) | arXiv
 

2021 | Journal Article | IST-REx-ID: 13358 | OA
Light‐responsive dynamic DNA‐origami‐based plasmonic assemblies
J. Ryssy, A.K. Natarajan, J. Wang, A.J. Lehtonen, M. Nguyen, R. Klajn, A. Kuzyk, Angewandte Chemie International Edition 60 (2021) 5859–5863.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

2021 | Book Chapter | IST-REx-ID: 13360
Controlling Self‐Assembly of Nanoparticles Using Light
T. Bian, Z. Chu, R. Klajn, in:, N. Giuseppone, A. Walther (Eds.), Out‐of‐Equilibrium (Supra)Molecular Systems and Materials, Wiley, 2021, pp. 241–273.
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2021 | Journal Article | IST-REx-ID: 13357 | OA
Electrostatic co-assembly of nanoparticles with oppositely charged small molecules into static and dynamic superstructures
T. Bian, A. Gardin, J. Gemen, L. Houben, C. Perego, B. Lee, N. Elad, Z. Chu, G.M. Pavan, R. Klajn, Nature Chemistry 13 (2021) 940–949.
[Published Version] View | DOI | Download Published Version (ext.) | PubMed | Europe PMC
 

2021 | Research Data Reference | IST-REx-ID: 13072 | OA
Blood-based epigenome-wide analyses of cognitive abilities
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.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

2021 | Research Data Reference | IST-REx-ID: 13068 | OA
Spatiotemporal dynamics of self-organized branching in pancreas-derived organoids
S. Randriamanantsoa, A. Papargyriou, C. Maurer, K. Peschke, M. Schuster, G. Zecchin, K. Steiger, R. Öllinger, D. Saur, C. Scheel, R. Rad, E.B. Hannezo, M. Reichert, A.R. Bausch, (2021).
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 

2021 | Journal Article | IST-REx-ID: 7551 | OA
Ventro-dorsal hippocampal pathway gates novelty-induced contextual memory formation
F.A. Fredes Tolorza, M.A. Silva Sifuentes, P. Koppensteiner, K. Kobayashi, M.A. Jösch, R. Shigemoto, Current Biology 31 (2021) P25–38.E5.
[Published Version] View | Files available | DOI | WoS
 

2021 | Journal Article | IST-REx-ID: 7463 | OA
Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches
F. Lombardi, O. Shriki, H.J. Herrmann, L. de Arcangelis, Neurocomputing 461 (2021) 657–666.
[Preprint] View | DOI | Download Preprint (ext.) | WoS
 

2021 | Technical Report | IST-REx-ID: 6995 | OA
Identification of neural oscillations and epileptiform changes in human brain organoids
R.A. Samarasinghe, O. Miranda, J.E. Buth, S. Mitchell, I. Ferando, M. Watanabe, A. Kurdian, P. Golshani, K. Plath, W.E. Lowry, J.M. Parent, I. Mody, B.G. Novitch, Identification of Neural Oscillations and Epileptiform Changes in Human Brain Organoids, Springer Nature, 2021.
[Published Version] View | DOI | Download Published Version (ext.) | WoS | PubMed | Europe PMC
 

2021 | Journal Article | IST-REx-ID: 6965 | OA
The positivity of local equivariant Hirzebruch class for toric varieties
K.P. Rychlewicz, Bulletin of the London Mathematical Society 53 (2021) 560–574.
[Preprint] View | DOI | Download Preprint (ext.) | WoS | arXiv
 

2021 | Journal Article | IST-REx-ID: 8253 | OA [Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 

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