Research & Publications

We Prefer To Stay Grounded!

Summary–

We propose a three-pronged approach to identify sustainable practices during road construction:

  1. Route Segmentation and Identification of Drive Phases: This includes the loading and dumping stages.

  2. Use of Digital Elevation Models (DEM) and Drone Imagery (DTM): These tools measure the progress of construction through volumetric changes.

  3. Use of Vegetation Indices Derived from Satellite Imagery: These indices calculate changes in carbon stock.

In this paper, we also discuss how these approaches can serve as the foundational elements in the creation of digital twins tailored to the construction industry.

Presented at the NORA Conference in 2024

ProdRev: A DNN framework for empowering customers using generative pre-trained transformers

Summary– We have introduced ProdRev – a generative framework for comprehending a large body of disparate texts. Humans find it difficult to understand texts which are heterogeneous in nature. We have introduced abstractive summarization via fine-tuning of a GPT3 model on a proprietary dataset in the proposed framework. This introduces “common-sense”, and allows users to make better decisions.

Presented at the International Conference on Decision Aid Sciences and Applications Feb 2022

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