42 citations · 48 across the 4 of their papers we have counts for
5 papers · 1 filter
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations
Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang +7
Despite the huge advancement in knowledge discovery and data mining techniques, the X-ray diffraction (XRD) analysis process has mostly remained untouched and still involves manual…
Designing an Efficient End-to-end Machine Learning Pipeline for Real-time Empty-shelf Detection
Dipendra Jha, Ata Mahjoubfar, Anupama Joshi
On-Shelf Availability (OSA) of products in retail stores is a critical business criterion in the fast moving consumer goods and retails sector. When a product is out-of-stock (OOS)…
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design
Zijiang Yang, Dipendra Jha, Arindam Paul +3
Microstructural materials design is one of the most important applications of inverse modeling in materials science. Generally speaking, there are two broad modeling paradigms in s…
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening
Arindam Paul, Dipendra Jha, Reda Al-Bahrani +3
Organic Solar Cells are a promising technology for solving the clean energy crisis in the world. However, generating candidate chemical compounds for solar cells is a time-consumin…
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations
Arindam Paul, Dipendra Jha, Reda Al-Bahrani +3
SMILES is a linear representation of chemical structures which encodes the connection table, and the stereochemistry of a molecule as a line of text with a grammar structure denoti…