Shock (circulatory)

  1. Currency depreciation is linked to higher non-performing assets in Indian banks
    Explore how currency depreciation, inflation, and monetary policy drive non-performing assets in Indian banking. Study of 30 banks reveals exchange rate management matters more than GDP growth for.
  2. Digitalization is linked to lower youth unemployment in Kazakhstan
    Study analyzes digitalization's impact on youth unemployment in Kazakhstan using ARDL analysis, finding 1% Internet increase reduces youth unemployment by 0.27% in the short run.
  3. Shock precursor type changes ion and electron acceleration
    Simulations reveal two distinct regimes in transrelativistic shocks where competing plasma instabilities produce dramatically different particle acceleration efficiencies for ions and electrons.
  4. Physics-guided machine learning improved waveform prediction under sparse data
    Physics-guided machine learning framework predicts quasi-isentropic waveforms from sparse data, achieving 96% accuracy and reducing computational resource requirements for material design.
  5. Approximate shock models fail at sufficiently high velocities
    Numerical model reveals that simplified approximations for synchrotron emission from relativistic shocks can be inaccurate by over an order of magnitude, biasing inferred properties of transients.
  6. Exiting Russia
    Study documenting 33.3% exit rate of foreign-invested firms from Russia post-2022 invasion, analyzing sectoral patterns and state influence on politicized exit transactions.
  7. TransFit-CSM models interaction-powered transients with consistent shock diffusion
    Fast, physically consistent framework for modeling interaction-powered transients through self-consistent ejecta-CSM shock and radiative diffusion coupling.