Small 7B reasoning models were fine-tuned on synthetic and curated QFT problems using RL and SFT, yielding performance gains, error analysis, and public release of data and traces.
Ochs, The status of glueballs, Journal of Physics G: Nuclear and Particle Physics40, 10.1088/0954- 3899/40/4/043001 (2013)
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Hadron ratios for J/Ψ, Ψ(2S) and X(3872) are linked to the separation and dissociation of in-medium c cbar pairs through Fermi Golden rule overlaps between in-vacuum and in-medium wave functions.
The RD50-MPW4 DMAPS shows 100% charge collection efficiency, 226 μm depletion depth, and peripheral charge sharing when mapped in 3D with TPA-TCT.
Monte Carlo dropout Bayesian neural network trained with physics inputs reproduces abrupt charge-radii increase near N=60 for Z=37-40 and shell quenching at N=126, achieving comparable RMSD on training and validation sets.
QCDF calculation with NLO terms and updated form factors yields branching ratios up to O(10^{-4}) for B0 to D+ a0- and Bs0 to Ds+ a0- in one scalar meson scenario.
RMF calculations identify a shell/sub-shell closure at N=154 in Es isotopes using the NL-SH parameter set, along with estimates of alpha, beta, and cluster decay half-lives.
BESIII sets the most stringent upper limits to date on semileptonic, nonleptonic, and FCNC charmonium weak decays using over 10^10 J/ψ and 2.7×10^9 ψ(2S) events.
citing papers explorer
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Fine-Tuning Small Reasoning Models for Quantum Field Theory
Small 7B reasoning models were fine-tuned on synthetic and curated QFT problems using RL and SFT, yielding performance gains, error analysis, and public release of data and traces.
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Hadronisation of in-medium $c\bar c$ pairs to the exotic $X(3872)$
Hadron ratios for J/Ψ, Ψ(2S) and X(3872) are linked to the separation and dissociation of in-medium c cbar pairs through Fermi Golden rule overlaps between in-vacuum and in-medium wave functions.
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TPA-TCT Analysis of the RD50-MPW4 Monolithic Pixel Particle Detector
The RD50-MPW4 DMAPS shows 100% charge collection efficiency, 226 μm depletion depth, and peripheral charge sharing when mapped in 3D with TPA-TCT.
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Input-driven analysis in predicting nuclear charge radii using Monte Carlo dropout Bayesian neural network
Monte Carlo dropout Bayesian neural network trained with physics inputs reproduces abrupt charge-radii increase near N=60 for Z=37-40 and shell quenching at N=126, achieving comparable RMSD on training and validation sets.
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Study on the Cabibbo-favored ${\overline B}_{d,s}$ ${\to}$ $D_{d,s}^{(*)+}S^{-}$ weak decays in QCD factorization
QCDF calculation with NLO terms and updated form factors yields branching ratios up to O(10^{-4}) for B0 to D+ a0- and Bs0 to Ds+ a0- in one scalar meson scenario.
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The Ground State Aspects and the Impact of Shell Structures on the Stability of Es-Isotopes
RMF calculations identify a shell/sub-shell closure at N=154 in Es isotopes using the NL-SH parameter set, along with estimates of alpha, beta, and cluster decay half-lives.
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Mini-review of charmonium weak decays at BESIII
BESIII sets the most stringent upper limits to date on semileptonic, nonleptonic, and FCNC charmonium weak decays using over 10^10 J/ψ and 2.7×10^9 ψ(2S) events.