accelerator-physics data-collection differentiable-simulations machine-learning python reinforcement-learning simulation

differentiable-simulations radio-propagation raytracing

agent-based-modeling ai-agents-framework autograd differentiable-simulations scientific-computing

differentiable-simulations social-force-model

automatic-differentiation backpropagation control controller differentiable-simulations gradient-based-optimisation jax model-based-control nonlinear-control nonlinear-dynamics nonlinear-optimization planning planning-algorithms planning-domain-definition-language policy-gradient rddl reinforcement-learning sgd sgd-optimizer stochastic-gradient-descent

automatic-differentiation blockdiagram control-systems differentiable-simulations framework hierarchical-modeling nonlinear-dynamics python simulation simulation-framework system-simulation transient-analysis

Mathematics (45%)

bayesian-optimization differentiable-simulations machine-learning