Staff profile

Conference Paper

• N(N)LO event files: applications and prospects
  
  Maître, D., Heinrich, G., & Johnson, M. (2016). N(N)LO event files: applications and prospects. In Loops and Legs in Quantum Field Theory. SISSA. https://doi.org/10.22323/1.260.0016

Journal Article

• Optimal equivariant architectures from the symmetries of matrix-element likelihoods
  
  Maître, D., Ngairangbam, V. S., & Spannowsky, M. (2025). Optimal equivariant architectures from the symmetries of matrix-element likelihoods. Machine Learning: Science and Technology, 6(1), Article 015059. https://doi.org/10.1088/2632-2153/adbab1
• Unweighting multijet event generation using factorisation-aware neural networks
  
  Janßen, T., Maître, D., Schumann, S., Siegert, F., & Truong, H. (2023). Unweighting multijet event generation using factorisation-aware neural networks. SciPost Physics, 15(3), Article 107. https://doi.org/10.21468/scipostphys.15.3.107
• Machine learning and LHC event generation
  
  Butter, A., Plehn, T., Schumann, S., Badger, S., Caron, S., Cranmer, K., Di Bello, F. A., Dreyer, E., Forte, S., Ganguly, S., Gonçalves, D., Gross, E., Heimel, T., Heinrich, G., Heinrich, L., Held, A., Höche, S., Howard, J. N., Ilten, P., … Zupan, J. (2023). Machine learning and LHC event generation. SciPost Physics, 14(4), Article 079. https://doi.org/10.21468/scipostphys.14.4.079
• Efficient negative-weight elimination in large high-multiplicity Monte Carlo event samples
  
  Andersen, J. R., Maier, A., & Maître, D. (2023). Efficient negative-weight elimination in large high-multiplicity Monte Carlo event samples. The European Physical Journal C, 83(9), Article 835. https://doi.org/10.1140/epjc/s10052-023-11905-0
• One-loop matrix element emulation with factorisation awareness
  
  Maître, D., & Truong, H. (2023). One-loop matrix element emulation with factorisation awareness. Journal of High Energy Physics, 2023(5), Article 159. https://doi.org/10.1007/jhep05%282023%29159
• Multi-variable integration with a neural network
  
  Maître, D., & Santos-Mateos, R. (2023). Multi-variable integration with a neural network. Journal of High Energy Physics, 2023(3). https://doi.org/10.1007/jhep03%282023%29221
• A factorisation-aware Matrix element emulator
  
  Maître, D., & Truong, H. (2021). A factorisation-aware Matrix element emulator. Journal of High Energy Physics, 2021(11), Article 066. https://doi.org/10.1007/jhep11%282021%29066
• Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism
  
  De Laurentis, G., & Maître, D. (2021). Two-Loop Five-Parton Leading-Colour Finite Remainders in the Spinor-Helicity Formalism. Journal of High Energy Physics, 2021(1), Article 16. https://doi.org/10.1007/jhep02%282021%29016
• Extracting analytical one-loop amplitudes from numerical evaluations
  
  Laurentis, G. D., & Maitre, D. (2019). Extracting analytical one-loop amplitudes from numerical evaluations. Journal of High Energy Physics, 7, Article 123. https://doi.org/10.1007/jhep07%282019%29123
• Weak vector boson production with many jets at the LHC s=13  TeV
  
  Anger, F., Febres Cordero, F., Höche, S., & Maître, D. (2018). Weak vector boson production with many jets at the LHC s=13  TeV. Physical Review D, 97(9), Article 096010. https://doi.org/10.1103/physrevd.97.096010
• Strong coupling constant extraction from high-multiplicity Z + jets observables
  
  Johnson, M., & Maître, D. (2018). Strong coupling constant extraction from high-multiplicity Z + jets observables. Physical Review D, 97(5), Article 054013. https://doi.org/10.1103/physrevd.97.054013
• Extrapolating W-associated jet-production ratios at the LHC
  
  Bern, B., Dixon, L., Febres Cordero, F., Hoeche, S., Ita, H., & Maitre, D. (2015). Extrapolating W-associated jet-production ratios at the LHC. Physical Review D, 92(1), Article 014008. https://doi.org/10.1103/physrevd.92.014008
• NLO high multiplicity processes
  
  Maître, D. (2015). NLO high multiplicity processes. Journal of Physics: Conference Series, 608, Article 012075. https://doi.org/10.1088/1742-6596/608/1/012075
• Next-to-leading orderγγ+2−jetproduction at the LHC
  
  Bern, Z., Dixon, L., Febres Cordero, F., Höche, S., Ita, H., Kosower, D., Lo Presti, N., & Maître, D. (2014). Next-to-leading orderγγ+2−jetproduction at the LHC. Physical Review D, 90(5), Article 054004. https://doi.org/10.1103/physrevd.90.054004
• Ntuples for NLO events at hadron colliders
  
  Bern, Z., Dixon, L., Febres Cordero, F., Höche, S., Ita, H., Kosower, D., & Maître, D. (2014). Ntuples for NLO events at hadron colliders. Computer Physics Communications, 185(5), 1443-1460. https://doi.org/10.1016/j.cpc.2014.01.011
• Four-Jet Production at the Large Hadron Collider at Next-to-Leading Order in QCD
  
  Bern, Z., Diana, G., Dixon, L., Febres Cordero, F., Hoeche, S., Kosower, D., Ita, H., Maître, D., & Ozeren, K. (2012). Four-Jet Production at the Large Hadron Collider at Next-to-Leading Order in QCD. Physical Review Letters, 109(4), Article 042001. https://doi.org/10.1103/physrevlett.109.042001