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3D Computer Vision and Machine Learning for Build Microstructures
This project studies processing-structure-properties relationships built by parameterizing images used to quantify microstructure.
3D Computer Vision and Machine Learning for Build Microstructures Project Details
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Additively Manufactured Molten Salt-to-Supercritical Carbon Dioxide Heat Exchanger
The proposed work investigates a 3D-printed high-pressure heat exchanger that can transfer heat from molten salt at 720°C to supercritical carbondioxide.
Additively Manufactured Molten Salt-to-Supercritical Carbon Dioxide Heat Exchanger Project Details
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Advanced Inspection Techniques for Wire Arc Additive Manufacturing
A post-process machining step to produce net-shape parts with improved tolerances
Advanced Inspection Techniques for Wire Arc Additive Manufacturing Project Details
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AI for Functional Composites with Thermomechanical Properties
This project focuses on AI optimized parameters for AM composites with enhanced thermal and mechanical properties
AI for Functional Composites with Thermomechanical Properties Project Details
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AI-Enabled Classification of Defects in Binder-Jet
This project studies the use of AI to classify images of partially and fully sintered coupons produced by binder jetting.
AI-Enabled Classification of Defects in Binder-Jet Project Details
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CRuMBLE: Construction Rubble Manufacturing for Building Life-cycle and Environment
A novel cradle-to-cradle design process for ecological architecture manufactured directly out of construction waste and earthen materials.
CRuMBLE: Construction Rubble Manufacturing for Building Life-cycle and Environment Project Details
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Deep Learning Enabled Additive Manufacturing of Ultra-stiff and Ultra-light Plate-lattice Materials
This project studies plate lattice structures with high structural strength and high energy absorption during ballistic impact.
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Deep Reinforcement Learning for Thermal Optimization of LPBF
DRL methods to discover sophisticated control policies to stabilize and optimize the thermal properties of the powder bed during the melting process.
Deep Reinforcement Learning for Thermal Optimization of LPBF Project Details
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Edge Intelligent Sensor for In-Situ AM Part Geometry and Thermal Inspection
This project studies machine learning framework for AM defect classification and training, as well as software infrastructure and tools for Edge AI for AM.
Edge Intelligent Sensor for In-Situ AM Part Geometry and Thermal Inspection Project Details
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Effects of Powder Reuse in LPBF Processing of Al-Mg-Sc Alloys
The proposed work investigates the effects of recycling on powder characteristics and printability.
Effects of Powder Reuse in LPBF Processing of Al-Mg-Sc Alloys Project Details
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High Energy Density Modular Heat Exchangers through Design, Materials Processing, and Manufacturing Innovations
The focus of this project is the development of a modular radial heat exchanger with flow through pin arrays and counter-flow headers.
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Material Evaluation Methods For Large-Scale Metal Additive Manufacturing
This project aims to integrate in-situ process monitoring with experimental process modeling and steel welding metallurgy principles evaluate the WAAM process.
Material Evaluation Methods For Large-Scale Metal Additive Manufacturing Project Details
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Multiphysics Topological Design and Printability Optimization
This project focuses on 3D isogeometric topological design software toolkit for aluminum alloy heat exchangers.
Multiphysics Topological Design and Printability Optimization Project Details
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Optimal Parts Consolidation and Structural Redesign for Additive Manufacturing
This project generated an algorithm to automatically redesign the geometry and parts consolidation of a given assembly system design for MAM.
Optimal Parts Consolidation and Structural Redesign for Additive Manufacturing Project Details
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Optimization of Bioprinted Muscle Based on B-Spline Tissue Reconstruction
This project focuses on biomanufacturing with computer-in-the-loop manufacturing pipeline to design, fabricate, and monitor muscle tissues.
Optimization of Bioprinted Muscle Based on B-Spline Tissue Reconstruction Project Details
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Part Level Monitoring/Control: Acoustic Monitoring of AM Builds
This project works on real-time flaw detection in LPBF through AI analysis of acoustic emissions.
Part Level Monitoring/Control: Acoustic Monitoring of AM Builds Project Details
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PIML of Melt Pools for Improved Process Design
High-speed thermal imaging of AM processes to drive physics informed machine learning (PIML) approaches that will help discover melt-pool dynamics in LPBF.
PIML of Melt Pools for Improved Process Design Project Details
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Refractory Alloys for Additive Manufacturing and Extremely High Temperatures
The proposed work investigates additive manufacturing of thin wall W-base alloy components for high temperature NASA applications.
Refractory Alloys for Additive Manufacturing and Extremely High Temperatures Project Details
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Structure-Property Relationships Using Statistics in Binder Jet AM WC-Co Parts
This project focuses on data-driven approaches to establish structure-property relations and understand variability in AM process.
Structure-Property Relationships Using Statistics in Binder Jet AM WC-Co Parts Project Details
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