Aad, G.ATLAS Collaboration,2016-10-212016-10-212012Physics Letters B: Nuclear Physics and Particle Physics, 2012; 712(4-5):351-3690370-26931873-2445http://hdl.handle.net/2440/101937A search for the production of single top-quarks via flavour-changing neutral-currents is presented. Data collected with the ATLAS detector at a centre-of-mass energy of √s = 7 TeV, corresponding to an integrated luminosity of 2.05 fb⁻¹, are used. Candidate events with a semileptonic top-quark decay signature are classified as signal- or background-like events by using several kinematic variables as input to a neural network. No signal is observed in the neural network output distribution and a Bayesian upper limit is placed on the production cross-section. The observed upper limit at 95% confidence level on the cross-section multiplied by the t → Wb branching fraction is measured to be σqg→t × B(t → Wb) < 3.9 pb. This upper limit is converted using a model-independent approach into upper limits on the coupling strengths κugt/Λ < 6.9 · 10−³ TeV⁻¹ and κcgt/Λ < 1.6 · 10⁻² TeV⁻¹, where Λ is the new physics scale, and on the branching fractions B(t→ug) < 5.7 · 10−5 and B(t→cg) < 2.7 · 10−4.en© 2012 CERN. Published by Elsevier B.V. Open access under CC BY-NC-ND license.Top physics; Heavy-quark production; FCNC; Single top quark;Journal article002013269610.1016/j.physletb.2012.05.0220003053782000062-s2.0-850419978042-s2.0-849385584852-s2.0-8486148293217483