Lecturer at the Department of Electrical and Electronics Engineering (EEE), Brac University
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a-spiking-RL-triage-of-solid-state-single-photon-emitters
a-spiking-RL-triage-of-solid-state-single-photon-emitters PublicPython
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photon-budget-aware-closed-loop-operation-of-delocalized-photonic-neural-inference-at-the-SQL
photon-budget-aware-closed-loop-operation-of-delocalized-photonic-neural-inference-at-the-SQL PublicPython
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Physics-Informed-Machine-Learning-and-Adjoint-Co-Design-of-Monolithic-GaN-HEMT-Varactor-PLL
Physics-Informed-Machine-Learning-and-Adjoint-Co-Design-of-Monolithic-GaN-HEMT-Varactor-PLL PublicPhysics-informed ML and adjoint co-design of a monolithic e-mode GaN-on-SOI fractional-N PLL with HEMT varactors for extreme-temperature timing (218-423 K): PINN surrogate, differentiable JAX loop,…
Python
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Learned-generative-process-twins-for-yield-aware-inverse-design-of-multilayer-photonic-sensor
Learned-generative-process-twins-for-yield-aware-inverse-design-of-multilayer-photonic-sensor PublicOfficial code and open benchmark for FabGAN-ID: learning a generative process twin and optimizing manufacturing-yield tail statistics through a fully differentiable fabrication loop for multilayer …
Python
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