3 papers
physics.geo-ph2025
Mineral Type Impact on Thermal Conductivity of Biocement and Biocemented Sand
Shadi Zeinali, Zarghaam Heidar Rizvi, Frank Wuttke
This study experimentally investigates the influence of CaCO3 polymorphs on the thermal conductivity (TC) of biocement and biocemented sand. Calcite-rich biocements consistently sh…
cs.LG2024
Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems using Transfer Learning
Abdul Hannan Mustajab, Hao Lyu, Zarghaam Rizvi +1
Physics-informed neural network (PINN) is a data-driven solver for partial and ordinary differential equations(ODEs/PDEs). It provides a unified framework to address both forward a…
cs.LG2021
Wave based damage detection in solid structures using artificial neural networks
Frank Wuttke, Hao Lyu, Amir S. Sattari +1
The identification of structural damages takes a more and more important role within the modern economy, where often the monitoring of an infrastructure is the last approach to kee…