Divya Sharma
About Me
Hi, I am a Final Year PhD Student at Johns Hopkins University, working under Prof. Paulette Clancy. I am currently working on a Crystal Strcture Prediction task using deep learning using GANs on a 4D tensor representation of crystals. Additionally, I am also collaborating with researchers at MILA to apply state of the art generative modelling techinques for materials discovery. On the simulation side of things, I am investigating the interfacial free energy of a solid-solid interface using Molecular Dynamics.
Updates
| Jul 2023 | CIFAR - DLRL Summer School |
| May 2022 | Poster Presentation at MRS Spring 2022 |
| Nov 2020 | Poster presentation at AIChE Annual Conference |
| Sept 2019 | Started PhD at JHU |
| Aug 2019 | Finished MS in Chemical Engineering |
| Sept 2017 | Started Masters program at Cornell University |
| Aug 2017 | Graduated from IIT Bombay with B. Tech in Chemical Engineering |
You should checkout
- Generating new periodic materials using GFlowNets as part of MILA AI4Science: Paper
- Nudged elastic band benchmarking and best practices: Paper
- Trained a crystal graph convolutional neural network to conduct screening for promising HOIP candidates: GitHub Repo
- Simple recreation of this Trust Game using Python: GitHub Repo
- A simple Tic Tac Toe Game written using Python: Github Repo