Managing software on a heterogenous HPC cluster
A. Schlögl, S. Elefante, A. Hornoiu, S. Stadlbauer, in:, ASHP – Austrian-Slovenian HPC Meeting 2021, University of Ljubljana, 2021, p. 5.
LibreCat: https://research-explorer.ista.ac.at/record/12909
DOI: 10.3359/2021hpc

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.
LibreCat: https://research-explorer.ista.ac.at/record/11458
arXiv: 2106.12379

Emergence of anyons on the two-sphere in molecular impurities
M. Brooks, M. Lemeshko, D. Lundholm, E. Yakaboylu, Atoms 9 (2021).
LibreCat: https://research-explorer.ista.ac.at/record/10585
DOI: 10.3390/atoms9040106
arXiv: 2108.06966

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.
LibreCat: https://research-explorer.ista.ac.at/record/13147
arXiv: 2102.07214

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.
LibreCat: https://research-explorer.ista.ac.at/record/13146
arXiv: 2012.11654

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.
LibreCat: https://research-explorer.ista.ac.at/record/10665
arXiv: 2012.08185

Infinite time horizon safety of Bayesian neural networks
M. Lechner, Ð. dikeli, K. Chatterjee, T.A. Henzinger, in:, 35th Conference on Neural Information Processing Systems, 2021.
LibreCat: https://research-explorer.ista.ac.at/record/10667
DOI: 10.48550/arXiv.2111.03165
arXiv: 2111.03165

Lightresponsive dynamic DNAorigamibased 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.
LibreCat: https://research-explorer.ista.ac.at/record/13358
DOI: 10.1002/anie.202014963

Controlling SelfAssembly of Nanoparticles Using Light
T. Bian, Z. Chu, R. Klajn, in:, N. Giuseppone, A. Walther (Eds.), OutofEquilibrium (Supra)Molecular Systems and Materials, Wiley, 2021, pp. 241–273.
LibreCat: https://research-explorer.ista.ac.at/record/13360
DOI: 10.1002/9783527821990.ch9

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.
LibreCat: https://research-explorer.ista.ac.at/record/13357
DOI: 10.1038/s41557-021-00752-9
PMID: 34489564

Blood-based epigenome-wide analyses of cognitive abilities
D.L. McCartney, R.F. Hillary, E.L. Conole, D. Trejo Banos, D.A. Gadd, R.M. Walker, C. Nangle, R. Flaig, A. Campbell, A.D. Murray, S. Munoz Maniega, M. del C Valdes-Hernandez, M.A. Harris, M.E. Bastin, J.M. Wardlaw, S.E. Harris, D.J. Porteous, E.M. Tucker-Drob, A.M. McIntosh, K.L. Evans, I.J. Deary, S.R. Cox, M.R. Robinson, R.E. Marioni, (2021).
LibreCat: https://research-explorer.ista.ac.at/record/13072
DOI: 10.5281/ZENODO.5794028

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).
LibreCat: https://research-explorer.ista.ac.at/record/13068
DOI: 10.5281/ZENODO.5148117

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) –38..
LibreCat: https://research-explorer.ista.ac.at/record/7551
DOI: 10.1016/j.cub.2020.09.074
WoS: 000614361000020

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.
LibreCat: https://research-explorer.ista.ac.at/record/7463
DOI: 10.1016/j.neucom.2020.05.126
WoS: 000704086300015

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.
LibreCat: https://research-explorer.ista.ac.at/record/6995
DOI: 10.1038/s41593-021-00906-5
WoS: 000687516300001
PMID: 34426698 

The positivity of local equivariant Hirzebruch class for toric varieties
K.P. Rychlewicz, Bulletin of the London Mathematical Society 53 (2021) 560–574.
LibreCat: https://research-explorer.ista.ac.at/record/6965
DOI: 10.1112/blms.12442
WoS: 000594805800001
arXiv: 1910.10435

The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks
F. Zenke, T.P. Vogels, Neural Computation 33 (2021) 899–925.
LibreCat: https://research-explorer.ista.ac.at/record/8253
DOI: 10.1162/neco_a_01367
WoS: 000663433900003
PMID: 33513328

Impact of drive harmonics on the stability of Floquet many-body localization
A.A. Diringer, T. Gulden, Physical Review B 103 (2021).
LibreCat: https://research-explorer.ista.ac.at/record/8198
DOI: 10.1103/PhysRevB.103.214204
WoS: 000664429700005
arXiv: 2007.14879

A divergence center interpretation of general symmetric Kubo-Ando means, and related weighted multivariate operator means
J. Pitrik, D. Virosztek, Linear Algebra and Its Applications 609 (2021) 203–217.
LibreCat: https://research-explorer.ista.ac.at/record/8373
DOI: 10.1016/j.laa.2020.09.007
WoS: 000581730500011
arXiv: 2002.11678

Folding polyominoes with holes into a cube
O. Aichholzer, H.A. Akitaya, K.C. Cheung, E.D. Demaine, M.L. Demaine, S.P. Fekete, L. Kleist, I. Kostitsyna, M. Löffler, Z. Masárová, K. Mundilova, C. Schmidt, Computational Geometry: Theory and Applications 93 (2021).
LibreCat: https://research-explorer.ista.ac.at/record/8317
DOI: 10.1016/j.comgeo.2020.101700
WoS: 000579185100004
arXiv: 1910.09917