Zilverling

dr.ir. N. Alachiotis (Nikolaos)

Universitair hoofddocent
EEMCS-CS-CAES
Zilverling 5035
n.alachiotis@utwente.nl
+31534891352
Visitekaartje

Expertises

  • Computer Science

    • Convolutional Neural Network
    • Detection
    • Positive Selection
    • Field Programmable Gate Arrays
    • Neural Network Architecture
    • Linkage
    • Algorithms

  • Biochemistry, Genetics and Molecular Biology

    • Selective Sweep

Organisaties

Publicaties

2026

Physical Analog Kolmogorov-Arnold Networks based on Reconfigurable Nonlinear-Processing Units (2026)[Working paper › Preprint]. ArXiv.org. Escudero, M., Zolfagharinejad, M., van den Belt, S., Alachiotis, N. & van der Wiel, W. G.https://doi.org/10.48550/arXiv.2602.07518

2025

Fast and accurate deep learning scans for signatures of natural selection in genomes using FASTER-NN (2025)Communications Biology, 8(1). Article 58. van den Belt, S. & Alachiotis, N.https://doi.org/10.1038/s42003-025-07480-7Methods for selective sweep detection using convolutional neural networks (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Zhao, H.https://doi.org/10.3990/1.9789036569484Accelerated Phylogenetics on the AMD Versal Adaptive SoC (2025)ACM Transactions on Reconfigurable Technology and Systems, 18(3). Article 41. Roks, G., Ruiz Noguera, M. & Alachiotis, N.https://doi.org/10.1145/3747592Information processing with silicon-based nonlinear computing units (2025)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Zolfagharinejad, M.https://doi.org/10.3990/1.9789036568104Exploring the AMD®Deep Learning Processor Unit for Accelerating Selective Sweep Detection (2025)In Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025 (pp. 949-958). IEEE. Alachiotis, N. & Souilljee, M.https://doi.org/10.1109/IPDPSW66978.2025.00147RAiSD-AI evaluation datasets (100 sims) (2025)[Dataset Types › Dataset]. Zenodo. Alachiotis, N.https://doi.org/10.5281/zenodo.16846291RAiSD-AI evaluation datasets (100 simulations) (2025)[Dataset Types › Dataset]. Zenodo. Alachiotis, N.https://doi.org/10.5281/zenodo.16847962raisd-ai_dataset_HomSap_YRI_OutOfAfrica_3G09_chr22 (2025)[Dataset Types › Dataset]. figshare. Zhao, H. & Alachiotis, N.https://doi.org/10.6084/m9.figshare.29825039FPGA innovation research in the Netherlands: present landscape and future outlook (2025)Frontiers in High Performance Computing, 3. Article 1572844. Alachiotis, N., van den Belt, S., van der Vlugt, S., van der Walle, R., Safari, M., Endres Forlin, B., De Matteis, T., Al-Ars, Z., Jordans, R., Sousa de Almeida, A. J., Corradi, F., Baaij, C. & Varbanescu, A.-L.https://doi.org/10.3389/fhpcp.2025.1572844

Onderzoeksprofielen

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