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1. cWGAN-GP_Inverse_Design_Disordered_Waveguide_Nanophotonics cWGAN-GP_Inverse_Design_Disordered_Waveguide_Nanophotonics Public

   This code is for of inverse design and forward prediction of disordered waveguide. Open Access Available once Published

   Python 8 3

2. Frequency-resolved_optical_gating_ultrafast_laser_pulse_prediction Frequency-resolved_optical_gating_ultrafast_laser_pulse_prediction Public

   This is the collobration project for ultrafast laser response prediction bewteen Heriot-Watt University and Univeristy of St Andrews

   Python

3. Nanophotonics_design_command_interactive_chatbot Nanophotonics_design_command_interactive_chatbot Public

   The system has been deployed in the local servicer and shared within the department. Group web QA chatbot. offline command interactivity of inverse design of nanophotonics, metasurface, metamateria…

4. NLP_keyword_Summarization_for_physics_paper NLP_keyword_Summarization_for_physics_paper Public

   This part has been integrated into Nanophotonics_design_command_interactive_chatbot project

   Python

5. Multiagent-reinforcement-learning-for-thin-film-design Multiagent-reinforcement-learning-for-thin-film-design Public

6. Deprecated-project-moved-to-multiagents_Reinforcement_learning_solarcells_optimization Deprecated-project-moved-to-multiagents_Reinforcement_learning_solarcells_optimization Public

   Leading collaboration project within University of St Andrews, UK. Solar cell structures optical properties optimization

   Python 2