Reservoir Computing, Parallel Computing & GPU-accelerated Simulation. Nonlinear Dynamical Systems, Turbulence. Building fast and interpretable ML systems.
- Germany
- https://shail-kumar.github.io
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reservoir-computing-predictive-maintenance
reservoir-computing-predictive-maintenance PublicReservoir computing for predictive maintenance: ESN and NG-RC vs. gradient boosting on NASA's C-MAPSS FD004
Python
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stochastic-resonance
stochastic-resonance PublicCoupled forced oscillators driven by dichotomous noise, locating the conditions for stochastic resonance. Includes an MPI-parallelised solver.
Python 1
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