SCOAP3 Repository 44 records found  1 - 10nextendSearch took 0.02 seconds. 
1. Solving differential equations with neural networks: Applications to the calculation of cosmological phase transitions / Piscopo, Maria Laura ; Spannowsky, Michael ; Waite, Philip
Starting from the observation that artificial neural networks are uniquely suited to solving optimization problems, and most physics problems can be cast as an optimization task, we introduce a novel way of finding a numerical solution to wide classes of differential equations. [...]
Published in Physical Review D 100 (2019) 10.1103/PhysRevD.100.016002
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2. Approaching robust EFT limits for CP violation in the Higgs sector / Englert, Christoph ; Galler, Peter ; Pilkington, Andrew ; Spannowsky, Michael
Constraining CP-violating interactions in effective field theory of dimension six faces two challenges. [...]
Published in Physical Review D 99 (2019) 10.1103/PhysRevD.99.095007 arXiv:1901.05982
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3. Searching new physics in rare B -meson decays into multiple muons / Chala, Mikael ; Egede, Ulrik ; Spannowsky, Michael
New heavy vector bosons and light scalars are predicted in a plethora of models of new physics. [...]
Published in EPJC 79 (2019) 431 10.1140/epjc/s10052-019-6946-6
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4. A fresh look at ALP searches in fixed target experiments / Harland–Lang, Lucian ; Jaeckel, Joerg ; Spannowsky, Michael
A significant number of high power proton beams are available or will go online in the near future. [...]
Published in Physics letters B (2019) 10.1016/j.physletb.2019.04.045
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5. Constraining four-fermion operators using rare top decays / Chala, Mikael ; Santiago, Jose ; Spannowsky, Michael
New physics can manifest itself by an appreciable increase of the decay rate of top quarks in rare flavour-changing final states. [...]
Published in JHEP 1904 (2019) 014 10.1007/JHEP04(2019)014 arXiv:1809.09624
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6. Gravitational wave and collider probes of a triplet Higgs sector with a low cutoff / Chala, Mikael ; Ramos, Maria ; Spannowsky, Michael
We study the scalar triplet extension of the standard model with a low cutoff, preventing large corrections to the quadratic masses that would otherwise worsen the hierarchy problem. [...]
Published in EPJC 79 (2019) 156 10.1140/epjc/s10052-019-6655-1
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7. Consistency of Higgsplosion in localizable QFT / Khoze, Valentin V. ; Spannowsky, Michael
We show that large n -particle production rates derived in the semiclassical Higgsplosion limit of scalar field theoretical models with spontaneous symmetry breaking, are consistent with general principles of localizable quantum field theory..
Published in Physics letters B 790 (2019) 466-474 10.1016/j.physletb.2019.01.052
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8. Angles on CP-violation in Higgs boson interactions / Bernlochner, Florian U. ; Englert, Christoph ; Hays, Chris ; Lohwasser, Kristin ; et al
CP-violation in the Higgs sector remains a possible source of the baryon asymmetry of the universe. [...]
Published in Physics letters B 790 (2019) 372-379 10.1016/j.physletb.2019.01.043
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9. Machine learning uncertainties with adversarial neural networks / Englert, Christoph ; Galler, Peter ; Harris, Philip ; Spannowsky, Michael
Machine Learning is a powerful tool to reveal and exploit correlations in a multi-dimensional parameter space. [...]
Published in EPJC 79 (2019) 4 10.1140/epjc/s10052-018-6511-8
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10. Probing electroweak precision physics via boosted Higgs-strahlung at the LHC / Banerjee, Shankha ; Englert, Christoph ; Gupta, Rick S. ; Spannowsky, Michael
We study the process ppZ(+)h(bb¯) in the standard model effective field theory (SMEFT) at high energies using subjet techniques to reconstruct the Higgs boson. [...]
Published in Physical Review D 98 (2018) 10.1103/PhysRevD.98.095012 arXiv:1807.01796
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