Mehmet Süzen

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Christian HolmProfessor für Physik, Institut für Computerphysik, Universität StuttgartVerified email at icp.uni-stuttgart.de
Marcello SegaHelmholtz Institute Erlangen-Nürnberg for Renewable Energy (IEK-11), Forschungszentrum JülichVerified email at fz-juelich.de
Marcia BarbosaUniversidade Federal do Rio Grande do SulVerified email at ufrgs.br
Sofia KantorovichProfessor, University of Vienna; Associate Professor, Ural Federal University.Verified email at univie.ac.at
Turgut DurduranICREA professor @ ICFO-The Institute of Photonic SciencesVerified email at icfo.eu
ALEXIA GIANNOULAResearch fellow, medical institute of the hospital del marVerified email at upf.edu
Oguzhan GencogluHead of AI at Top Data ScienceVerified email at topdatascience.com
Mark van GilsProfessor of Digital Healthcare, Tampere UniversityVerified email at tuni.fi
Esin GuldoganPhD. Principal Research EngineerVerified email at huawei.com
Cornelius WeberUniversität HamburgVerified email at informatik.uni-hamburg.de
Joan Josep Cerdà PinoProf. - Univeristat de les Illes Balears, Dpt. de Física, IAC3Verified email at uib.cat
Andreas HoeftProfessore für Anästhesiologie, University of BonnVerified email at ukb.uni-bonn.de
Sven ZenkerPhysician/Scientist, Dpt. of Anesthesiology & Intensive Care Medicine, University of Bonn MedicalVerified email at uni-bonn.de
Alper YegenogluForschungszentrum JuelichVerified email at fz-juelich.de
Heikki HuttunenVisy OyVerified email at visy.fi

Mehmet Süzen

MInstP, APS, ACM

Verified email at acm.org - Homepage

Theoretical Physics Mathematical Physics Statistics Machine Learning Data Science


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An iterative, fast, linear-scaling method for computing induced charges on arbitrary dielectric boundaries S Tyagi, M Süzen, M Sega, M Barbosa, SS Kantorovich, C Holm The Journal of chemical physics 132 (15), 154112, 2010	90	2010
Compressed sensing in diffuse optical tomography M Süzen, A Giannoula, T Durduran Optics express 18 (23), 23676-23690, 2010	87	2010
HARK Side of Deep Learning--From Grad Student Descent to Automated Machine Learning O Gencoglu, M van Gils, E Guldogan, C Morikawa, M Süzen, M Gruber, ... arXiv preprint arXiv:1904.07633, 2019	29	2019
Ensemble inequivalence in single-molecule experiments M Süzen, M Sega, C Holm Physical Review E 79 (5), 051118, 2009	28	2009
Spectral ergodicity in deep learning architectures via surrogate random matrices M Süzen, C Weber, JJ Cerdà arXiv preprint arXiv:1704.08303, 2017	3	2017
Effective ergodicity in single-spin-flip dynamics M Süzen Physical Review E 90, 032141, 2014	3	2014
Generalised learning of time-series: Ornstein-Uhlenbeck processes M Süzen, A Yegenoglu arXiv preprint arXiv:1910.09394, 2019	2	2019
Induced charge computation M Süzen PhD thesis, Goethe-Universität, Frankfurt (Main), 2009	2	2009
Periodic Spectral Ergodicity: A Complexity Measure for Deep Neural Networks and Neural Architecture Search M Süzen, JJ Cerdà, C Weber arXiv preprint arXiv:1911.07831, 2019	1	2019
Evaluating Gaussian processes for sparse irregular spatio-temporal data M Süzen, A Ajraou arXiv preprint arXiv:1611.02978, 2016	1	2016
Anomalous diffusion in convergence to effective ergodicity M Süzen arXiv preprint arXiv:1606.08693, 2016	1	2016
Cooperative Phenomenon: Statistical Physics Origins of Connectionist Learning S Mehmet		2022
Empirical deviations of semicircle law in mixed-matrix ensembles M Süzen		2021
Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles M Süzen arXiv preprint arXiv:2006.13687, 2020		2020
Compressive Transition Path Sampling M Süzen arXiv preprint arXiv:1804.09781, 2018		2018
A testable prediction from entropic gravity M Süzen arXiv preprint arXiv:1612.00288, 2016		2016
Can arterial pressure serve as a surrogate for cardiac output when evaluating patient response to hemodynamic interventions? A simulation study M Süzen, A Hoeft, S Zenker Journal of Critical Care 6 (28), e33-e34, 2013		2013
Scaling of Ergodicity in Binary Systems M Süzen arXiv preprint arXiv:0904.3122, 2009		2009
Adaptive Dynamic Congestion Avoidance with Master Equation M Süzen, Z Süzen arXiv preprint arXiv:0808.3990, 2008		2008
The Chaotic Behaviour of Geodesics in Non Homogeneous Vacuum pp-Wave Solutions MA Süzen Eastern Mediterranean University, 2000		2000

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