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Aleksandros Sobczyk
Aleksandros Sobczyk
IBM Research Zurich
Verified email at zurich.ibm.com - Homepage
Title
Cited by
Cited by
Year
A direct tridiagonal solver based on Givens rotations for GPU architectures
IE Venetis, A Kouris, A Sobczyk, E Gallopoulos, AH Sameh
Parallel Computing 49, 101-116, 2015
232015
Translating a natural language query into a formal data query
PWJ Staar, M Dolfi, C Auer, L Georgopoulos, A Sobczyk, TJ Baccaert, ...
US Patent 11,086,861, 2021
72021
Estimating leverage scores via rank revealing methods and randomization
A Sobczyk, E Gallopoulos
SIAM Journal on Matrix Analysis and Applications 42 (3), 1199-1228, 2021
72021
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi
IE Venetis, A Sobczyk, A Kouris, A Nakos, N Nikoloutsakos, E Gallopoulos
Parallel Computing: On the Road to Exascale, 371-380, 2016
72016
pylspack: Parallel Algorithms and Data Structures for Sketching, Column Subset Selection, Regression, and Leverage Scores
A Sobczyk, E Gallopoulos
ACM Transactions on Mathematical Software 48 (4), 1-27, 2022
62022
Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss
A Sobczyk, M Luisier
Advances in Neural Information Processing Systems 35, 19357-19369, 2022
32022
Collecting training data from TeX files
PWJ Staar, M Dolfi, C Auer, A Sobczyk, K Bekas
US Patent 10,824,788, 2020
22020
Enhancing multi-threaded sparse matrix multiplication for knowledge graph oriented algorithms and analytics
L Georgopoulos, A Sobczyk, D Christofidellis, M Dolfi, C Auer, PWJ Staar, ...
12024
Fuelling the Digital Chemistry Revolution with Language Models: Sandmeyer Award 2022
A Cardinale, A Castrogiovanni, T Gaudin, J Geluykens, T Laino, M Manica, ...
Chimia 77 (7/8), 484-488, 2023
12023
Generating organic synthesis procedures from simplified molecular-input line-entry system reaction
L Georgopoulos, J Geluykens, AC Vaucher, P Schwaller, A Sobczyk, ...
US Patent App. 16/995,853, 2022
12022
MULTIPLE CHEMICAL PROGRAMS FOR AN ARRAY OF CHEMICAL REACTORS WITH A SINGLE ARRAY OF REACTANTS
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, J Geluykens, ...
US Patent App. 16/995,862, 2022
12022
DFT calculations: Complexity, stability, and quantum advantage
A Sobczyk
American Chemical Society (ACS) Spring Meeting, 2024
2024
Running multiple experiments simultaneously on an array of chemical reactors
L Georgopoulos, A Sobczyk, AC Vaucher, P Schwaller, VH Nair, ...
US Patent 11,854,670, 2023
2023
Hermitian Pseudospectral Shattering, Cholesky, Hermitian Eigenvalues, and Density Functional Theory in Nearly Matrix Multiplication Time
A Sobczyk, M Mladenović, M Luisier
arXiv preprint arXiv:2311.10459, 2023
2023
Towards provably accurate and globally applicable linear-scaling ab initio methods
A Sobczyk
American Chemical Society (ACS) Spring Meeting, 2023
2023
Increasing the adoption of machine learning technologies by chemists with graphical and programmatic interfaces
A Vaucher, M Manica, A Sobczyk, T Laino
American Chemical Society (ACS) Spring Meeting, 2023
2023
Large scale density estimation with polynomial expansions and Johnson-Lindenstrauss transformations
A Sobczyk, T Laino, M Luisier
American Chemical Society (ACS) Fall Meeting, 2022
2022
Übersetzen einer abfrage in natürlicher sprache in eine formale datenabfrage
PWJ Staar, M Dolfi, C Auer, L Georgopoulos, A Sobczyk, TJ Baccaert, ...
2022
Algorithms for the fast estimation of statistical leverage scores
A Sobczyk
2017
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