56 citations · 120 across the 10 of their papers we have counts for
11 papers
Implicit and explicit treatments of model error in numerical simulation
Danny Smyl
Numerical simulations of physical systems exhibit discrepancies arising from unmodeled physics and idealizations, as well as numerical approximation errors stemming from discretiza…
Machine learning for structural design models of continuous beam systems via influence zones
Adrien Gallet, Andrew Liew, Iman Hajirasouliha +1
This work develops a machine learned structural design model for continuous beam systems from the inverse problem perspective. After demarcating between forward, optimisation and i…
Influence zones for continuous beam systems
Adrien Gallet, Andrew Liew, Iman Hajirasouliha +1
Unlike influence lines, the concept of influence zones is remarkably absent within the field of structural engineering, despite its existence in the closely related domain of geote…
Investigation of condominium building collapse in Surfside, Florida: A video feature tracking approach
Xiangxiong Kong, Danny Smyl
On June 24, 2021, a 12-story condominium building (Champlain Towers South) in Surfside, Florida partially collapsed, resulting in one of the deadliest building collapses in United…
Structural engineering from an inverse problems perspective
Adrien Gallet, Samuel Rigby, Tyler Tallman +7
The field of structural engineering is vast, spanning areas from the design of new infrastructure to the assessment of existing infrastructure. From the onset, traditional entry-le…
An efficient Quasi-Newton method for nonlinear inverse problems via learned singular values
Danny Smyl, Tyler N. Tallman, Dong Liu +1
Solving complex optimization problems in engineering and the physical sciences requires repetitive computation of multi-dimensional function derivatives. Commonly, this requires co…