Kalyana Nakshatrala

University of Houston

0000-0002-1744-6338

Projects

Scale-bridging soil imaging and modeling using physics-informed machine learning

Lead Institution

University of Houston

Principal Investigator

Kalyana Nakshatrala

Project type

Large-Scale EMSL Research

This project develops a physics-informed machine learning (PIML) methodology to upscale soil structural information (e.g., X-ray and microscopy images) to continuum-scale process models (e.g., DOE…