const projects = [ { id: "energynet", title: "EnergyNet", organization: "TCS Research", period: "Mar 2021 – Oct 2021", description: [ "Implemented supervised pretraining of pertrubed crystal structures and transfer learning on modified PointNet++ architecture for predicting relaxed energy from unrelaxed structures. (Advisor: Mayank Baranwal)", "Within top 7 models in NeurIPs OC20 Competition" ] }, { id: "cu2o-defects", title: "Ab-initio Thermodynamics of Defects in Cu₂O", organization: "IIT Bombay", period: "Jan 2020 – Dec 2020", description: [ "Characterized energetics and defect levels of intrinsic defects and dopants in Cu₂O, leading to discovery and experimental validation of new defect formation.", "Performed DFT calculations using Quantum ESPRESSO; and Boltzmann transport. (Advisor: Dayadeep Monder)" ] }, { id: "topological-materials", title: "Tight Binding Models for Topological Materials", organization: "IIT Bombay", period: "Jun 2020 – Dec 2020", description: [ "Studied band structures of graphene nanoribbons via tight-binding; analyzed width and edge effects", "Developed python-based SSH chain model to investigate topological phases and energy eigenvalues. (Advisor: Bhaskaran Muralidharan)" ] } ]; export default projects;