36 citations · 104 across the 6 of their papers we have counts for
8 papers
Natural language to SQL in low-code platforms
Sofia Aparicio, Samuel Arcadinho, João Nadkarni +5
One of the developers' biggest challenges in low-code platforms is retrieving data from a database using SQL queries. Here, we propose a pipeline allowing developers to write natur…
Extreme compression of sentence-transformer ranker models: faster inference, longer battery life, and less storage on edge devices
Amit Chaulwar, Lukas Malik, Maciej Krajewski +4
Modern search systems use several large ranker models with transformer architectures. These models require large computational resources and are not suitable for usage on devices w…
Scaling Behavior of Bipolar Nanopore Rectification with Multivalent Ions
Dávid Fertig, Bartłomiej Matejczyk, Mónika Valiskó +2
We present a scaling behavior of a rectifying bipolar nanopore as a function of the parameter , where is the radius of the por…
Multiscale analysis of the effect of surface charge pattern on a nanopore's rectification and selectivity properties: from all-atom model to Poisson-Nernst-Planck
Mónika Valiskó, Bartłomiej Matejczyk, Zoltán Ható +5
We report a multiscale modeling study for charged cylindrical nanopores using three modeling levels that include (1) an all-atom explicit-water model studied with molecular dynamic…
Controlling ion transport through nanopores: modeling transistor behavior
Eszter Mádai, Bartłomiej Matejczyk, András Dallos +2
We present a modeling study of a nanopore-based transistor computed by a mean-field continuum theory (Poisson-Nernst-Planck, PNP) and a hybrid method including particle simulation…
Asymptotic models for transport in large aspect ratio nanopores
B. Matejczyk, J. -F. Pietschmann, G. Richardson +1
Ion flow in charged nanopores is strongly influenced by the ratio of the Debye length to the pore radius. We investigate the asymptotic behaviour of solutions to the Poisson-Nernst…