Md Lal Mamud

Pacific Northwest National Laboratory

0000-0002-5764-1058

Projects

SoilTwin – A digital twin for efficient and accurate upscaling of soil data to PFLOTRAN

Lead Institution

Pacific Northwest National Laboratory

Principal Investigator

Maruti K. Mudunuru

Our project aims to develop a simple digital twin, “SoilTwin,” for efficient and accurate upscaling of soil data to PFLOTRAN. Soil data collected by EMSL include X-ray computed tomography (XCT),…

AI-enabled processing of multimodal data to expand 2D chemical information to 3D space

Lead Institution

Pacific Northwest National Laboratory

Principal Investigator

Maruti K. Mudunuru

This project will develop a user-friendly workflow to process EMSL’s multi-modal data using AI segmentation algorithms in Fiji software (already available on EMSL OnDemand). This multi-modal data…

AI-enabled ModEx: A scalable AI workflow to efficiently and accurately calibrate PFLOTRAN process models

Lead Institution

Pacific Northwest National Laboratory

Principal Investigator

Maruti K. Mudunuru

This project will enhance current model-data integration workflows (ModEx) by leveraging recent advances in AI (e.g., scalable deep neural networks). Our improved AI-enabled ModEx workflow will allow…