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View article: Orders in Chaos: Enhancing Large-Scale MoE LLM Serving with Data Movement Forecasting
Orders in Chaos: Enhancing Large-Scale MoE LLM Serving with Data Movement Forecasting Open
Large-scale Mixture of Experts (MoE) Large Language Models (LLMs) have recently become the frontier open weight models, achieving remarkable model capability similar to proprietary ones. But their random expert selection mechanism introduc…
View article: Nonlinear Analysis of a 10-Story Building Shake Table Specimen with Mass Timber Rocking Walls
Nonlinear Analysis of a 10-Story Building Shake Table Specimen with Mass Timber Rocking Walls Open
View article: Experimental Characterization of a Full‐Scale Stair System Detailed to Achieve Seismic Resiliency
Experimental Characterization of a Full‐Scale Stair System Detailed to Achieve Seismic Resiliency Open
Stair systems are the primary means of egress in and out of a building during and after an earthquake. Therefore, it is essential to detail these critical nonstructural systems such that they remain operable during and after an earthquake …
View article: Integrating Building Information Modeling (BIM) with Ecological Engineering for Sustainable Civil Construction
Integrating Building Information Modeling (BIM) with Ecological Engineering for Sustainable Civil Construction Open
With the global emphasis on sustainable development, the construction industry has increasingly adopted eco-friendly practices, particularly through the integration of ecological engineering and Building Information Modeling (BIM) technolo…
View article: Analytical and Numerical Models for Wind and Seismic Design and Assessment of Mass Timber Diaphragms
Analytical and Numerical Models for Wind and Seismic Design and Assessment of Mass Timber Diaphragms Open
While the use of cross-laminated timber (CLT) panels for building construction has increased over the last several decades, current standards and existing literature provide limited information regarding the design of CLT diaphragms or the…
View article: FULL-SCALE 3-D SHAKE TABLE TEST OF A TEN-STORY MASS TIMBER BUILDING
FULL-SCALE 3-D SHAKE TABLE TEST OF A TEN-STORY MASS TIMBER BUILDING Open
This paper provides a summary of the design, construction, and test planning of a shake table test program of a full-scale ten-story mass timber building.The shake table test program is a component of the experimental research work conduct…
View article: PRESCRIPTIVE SEISMIC DESIGN PROCEDURE FOR POST-TENSIONED MASS TIMBER ROCKING WALLS IN THE UNITED STATES
PRESCRIPTIVE SEISMIC DESIGN PROCEDURE FOR POST-TENSIONED MASS TIMBER ROCKING WALLS IN THE UNITED STATES Open
This paper describes a prescriptive seismic design procedure for a lateral force-resisting system composed of post-tensioned mass timber rocking walls.This procedure utilizes techniques and analysis methods routinely adopted by industry an…
View article: Determination of seismic performance factors for cross-laminated timber shear walls based on FEMA P695 methodology
Determination of seismic performance factors for cross-laminated timber shear walls based on FEMA P695 methodology Open
Cross-laminated timber (CLT) construction has been gaining popularity in North America.However, CLT-based seismic force resisting systems are not recognized in current U.S. design codes, which is among the many challenges preventing widesp…
View article: Nonlinear SDOF Analytical Model of Mass-Timber Building with Post-Tensioned Rocking Walls
Nonlinear SDOF Analytical Model of Mass-Timber Building with Post-Tensioned Rocking Walls Open
The dynamic response of post-tensioned rocking walls in a mass timber building can be reduced to a single-degree-of-freedom (SDOF) model. In this model, the rocking wall panel is simplified as a rigid block, while the base rotation represe…
View article: Sensitivity analysis of road tunnel resilience through data-driven stochastic simulation
Sensitivity analysis of road tunnel resilience through data-driven stochastic simulation Open
A probabilistic resilience model for tunnels exposed to disruptive events is vital to understanding and estimating the functionality loss and its recovery time due to these events. Performing sensitivity analysis will help to identify the …
View article: Carbon Impact and Cost of Mass Timber Beam–Column Gravity Systems
Carbon Impact and Cost of Mass Timber Beam–Column Gravity Systems Open
The need to lower the embodied carbon impact of the built environment and sequester carbon over the life of buildings has spurred the growth of mass timber building construction, leading to the introduction of new building types (Types IV-…
View article: Time-to-Functionality Fragilities for Performance Assessment of Buildings
Time-to-Functionality Fragilities for Performance Assessment of Buildings Open
This paper presents a new stochastic methodology for evaluating and quantifying the downtime of a structure in terms of a family of fragilities that represent the probability of exceeding prescribed times to return to functionality. This m…
View article: FUNCTIONAL RESILIENCE EVALUATION OF ROAD TUNNELS THROUGH STOCHASTIC EVENT SIMULATION AND DATA ANALYSIS
FUNCTIONAL RESILIENCE EVALUATION OF ROAD TUNNELS THROUGH STOCHASTIC EVENT SIMULATION AND DATA ANALYSIS Open
UTC-UTI Final Research Report 006: "FUNCTIONAL RESILIENCE EVALUATION OF ROAD TUNNELS THROUGH STOCHASTIC EVENT SIMULATION AND DATA ANALYSIS"
View article: The big shake: designing tall timber buildings that are resilient to earthquakes
The big shake: designing tall timber buildings that are resilient to earthquakes Open
View article: Numerical modeling of CLT diaphragms tested on a shake-table experiment
Numerical modeling of CLT diaphragms tested on a shake-table experiment Open
Current standards and existing literature provide very limited information regarding the design of cross-laminated timber (CLT) floor diaphragms. In addition, limited procedures exist to develop analytical models to estimate the deformatio…
View article: Reduction of Vehicle‐Induced Vibration of Railway Bridges due to Distribution of Axle Loads through Track
Reduction of Vehicle‐Induced Vibration of Railway Bridges due to Distribution of Axle Loads through Track Open
Short span railway bridges are prone to resonate caused by dynamic train axle loads, which were usually modeled as moving point loads on the bridge in many numerical studies. In reality, the axle weight of the train is a spread load for th…
View article: Vehicle-induced random vibration of railway bridges: a spectral approach
Vehicle-induced random vibration of railway bridges: a spectral approach Open
The vibration of railway bridges induced by moving vehicles was conventionally evaluated through time domain simulations, which are computationally expensive in probabilistic analyses that require Monte Carlo simulation. A frequency domain…
View article: Impact of train-induced vibration on railway cable-stayed bridges fatigue evaluation
Impact of train-induced vibration on railway cable-stayed bridges fatigue evaluation Open
Under repetitive heavy train traffic, railway steel truss bridges tend to have many fatigue related performance issues, especially at welded joints. Accurate estimation of the stress history at critical locations of welded joints under veh…
View article: Regression Model Evaluation for Highway Bridge Component Deterioration Using National Bridge Inventory Data
Regression Model Evaluation for Highway Bridge Component Deterioration Using National Bridge Inventory Data Open
Accurate prediction of bridge component condition over time is critical for determining a reliable maintenance, repair, and rehabilitation (MRR) strategy for highway bridges. Based on bridge inspection data, regression models are the most-…