681 citations
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9 papers · 1 filter
Learning High-Dimensional Parametric Maps via Reduced Basis Adaptive Residual Networks
Thomas O'Leary-Roseberry, Xiaosong Du, Anirban Chaudhuri +3
We propose a scalable framework for the learning of high-dimensional parametric maps via adaptively constructed residual network (ResNet) maps between reduced bases of the inputs a…
Ray tracing and finite element modeling of sound propagation in a compartment fire
Mustafa Z. Abbasi, Preston S. Wilson, Ofodike A. Ezekoye
A compartment fire (a fire in a room or building) creates temperature gradients and inhomogeneous time-varying temperature, density, and flow fields. This work compared experimenta…
Head-related transfer function measurements in a compartment fire
Mustafa Z. Abbasi, Preston S. Wilson, Ofodike A. Ezekoye
The Personal Alert Safety System (PASS) is an alarm signal device carried by firefighters to help rescuers locate and extricate downed firefighters. A fire creates temperature grad…
A mixed variational principle in nonlinear elasticity using Cartan's moving frame and implementation with finite element exterior calculus
Bensingh Dhas, Jamun Kumar N, Debasish Roy +1
This article offers a new perspective for the mechanics of solids using moving Cartan's frame, specifically discussing a mixed variational principle in non-linear elasticity. We tr…
The application of adaptive minimum match k-nearest neighbors to identify at-risk students in health professions education
Anshul Kumar, Taylor DiJohnson, Roger Edwards +1
Purpose: When a learner fails to reach a milestone, educators often wonder if there had been any warning signs that could have allowed them to intervene sooner. Machine learning ca…
An Ecological Robustness-Oriented Approach for Power System Network Expansion
Hao Huang, Zeyu Mao, Varuneswara Panyam +2
Power systems are critical infrastructure for reliable and secure electric energy delivery. Incidents are increasing, as unexpected multiple hazards ranging from natural disasters…