J. Morgenroth

Characterization and analysis of a translational rockslide on a stepped-planar slip surface

D. Giordan, D. Tannant, J. Morgenroth, 2017 .

A Convolutional Neural Network Approach for Predicting Tunnel Liner Yield at Cigar Lake Mine

M. Perras, J. Morgenroth, U. Khan, 2021, Rock Mechanics and Rock Engineering.

Elastic stress modelling and prediction of ground class using a Bayesian Belief Network at the Kemano tunnels

Josephine S. Morgenroth, J. Morgenroth, 2016 .

An Overview of Opportunities for Machine Learning Methods in Underground Rock Engineering Design

Usman T. Khan, Matthew A. Perras, Josephine Morgenroth, 2019 .

A novel long-short term memory network approach for stress model updating for excavations in high stress environments

M. Perras, J. Morgenroth, K. Kalenchuk, 2023, Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards.

Practical recommendations for machine learning in underground rock engineering – On algorithm development, data balancing, and input variable selection

M. Perras, T. Marcher, J. Morgenroth, 2022, Geomechanics and Tunnelling.