Ontology-guided Attribute Learning to Accelerate Certification for Developing New Printing Processes

Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process

(2022) Vigneashwara Pandiyan et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

In-situ layer-wise certification for direct laser deposition processes based on thermal image series analysis

(2022) Mehrnaz Noroozi Esfahani et al.   Journal of Manufacturing Processes

Morphological Dynamics-Based Anomaly Detection Towards In Situ Layer-Wise Certification for Directed Energy Deposition Processes

(2022) Mahathir Mohammad Bappy et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

In-situ point cloud fusion for layer-wise monitoring of additive manufacturing

(2021) Zehao Ye et al.   JOURNAL OF MANUFACTURING SYSTEMS

Layer-Wise Modeling and Anomaly Detection for Laser-Based Additive Manufacturing

(2019) Seyyed Hadi Seifi et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Development of laser ultrasonics inspection for online monitoring of additive manufacturing

(2018) Célia Millon et al.   Welding in the World

In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes

(2018) Mojtaba Khanzadeh et al.   IISE Transactions

Model transfer across additive manufacturing processes via mean effect equivalence of lurking variables

(2018) Arman Sabbaghi et al.   Annals of Applied Statistics

Prescriptive Modeling and Compensation of In-Plane Shape Deformation for 3-D Printed Freeform Products

(2017) He Luan et al.   IEEE Transactions on Automation Science and Engineering

In-Plane Shape-Deviation Modeling and Compensation for Fused Deposition Modeling Processes

(2017) Andi Wang et al.   IEEE Transactions on Automation Science and Engineering

Eddy current detection of subsurface defects for additive/subtractive hybrid manufacturing

(2017) Wei Du et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Label-Embedding for Image Classification

(2016) Zeynep Akata et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Offline Predictive Control of Out-of-Plane Shape Deformation for Additive Manufacturing

(2016) Yuan Jin et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Attribute-Based Classification for Zero-Shot Visual Object Categorization

(2013) Christoph H. Lampert et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE