Shreya Chaganti

Shreya Chaganti is a Data Scientist at Lawrence Livermore National Laboratory (LLNL), where she has been working since 2020.4 Her research focuses on applying data science and machine learning techniques to materials science and high entropy alloy phase prediction.12

Some key points about Shreya Chaganti:

1. She is involved in advanced data analysis projects at LLNL.5
2. Chaganti is a Founding Member and Strategy & Product Lead at Shiffon Co., a role she has held since 2017.4
3. Her work at LLNL includes developing surrogate models for predicting phase stability in high entropy alloys, using techniques such as random forests and deep neural networks.23
4. She has contributed to research comparing traditional machine learning methods with deep learning approaches for materials discovery and phase fraction prediction.23

Chaganti's work aligns with LLNL's efforts in accelerating materials discovery and development through the integration of data science, machine learning, and traditional scientific methods.6