Thermal field prediction for welding paths in multi-layer gas metal arc welding-based additive manufacturing: A machine learning approach

Analysis of GMAW process with deep learning and machine learning techniques

(2021) Rogfel Thompson Martínez et al.   Journal of Manufacturing Processes

Thermal field prediction for laser scanning paths in laser aided additive manufacturing by physics-based machine learning

(2020) K. Ren et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Numerical Simulation Development and Computational Optimization for Directed Energy Deposition Additive Manufacturing Process

(2020) Abhilash Kiran et al.   Materials

Detecting dynamic development of weld pool using machine learning from innovative composite images for adaptive welding

(2020) Yongchao Cheng et al.   Journal of Manufacturing Processes

A study on porosity in gas tungsten arc welded aluminum alloys using spectral analysis

(2020) Yiming Huang et al.   Journal of Manufacturing Processes

Burn-through prediction and weld depth estimation by deep learning model monitoring the molten pool in gas metal arc welding with gap fluctuation

(2020) Kazufumi Nomura et al.   Journal of Manufacturing Processes

Thermal Analyses for Optimal Scanning Pattern Evaluation in Laser Aided Additive Manufacturing

(2019) K. Ren et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Real-time simulation for long paths in laser-based additive manufacturing: a machine learning approach

(2019) Emmanuel Stathatos et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum

(2019) Zhifen Zhang et al.   Journal of Manufacturing Processes

Prediction and Experimental Validation of Part Thermal History in Fused Filament Fabrication Additive Manufacturing Process

(2019) Mriganka Roy et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

An Analytical Computation of Temperature Field Evolved in Directed Energy Deposition

(2018)   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Integration of physically-based and data-driven approaches for thermal field prediction in additive manufacturing

(2018) Jingran Li et al.   MATERIALS & DESIGN

Projection-based model reduction: Formulations for physics-based machine learning

(2018) Renee Swischuk et al.   COMPUTERS & FLUIDS

Thermo-mechanical analyses for optimized path planning in laser aided additive manufacturing processes

(2018) K. Ren et al.   MATERIALS & DESIGN

Analytical solution for heat conduction due to a moving Gaussian heat flux with piecewise constant parameters

(2018) Robert Forslund et al.   APPLIED MATHEMATICAL MODELLING

Comparison of residual stress induced by TIG and LBW in girth weld of AISI 304 stainless steel pipes

(2017) Jijin Xu et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Adaptive filling modeling of butt joints using genetic algorithm and neural network for laser welding with filler wire

(2017) Ke Zhang et al.   Journal of Manufacturing Processes

Experimental study and modeling of H13 steel deposition using laser hot-wire additive manufacturing

(2016) Zhenguo Nie et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Simulation of metallic powder bed additive manufacturing processes with the finite element method: A critical review

(2016) Babis Schoinochoritis et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE

Thermomechanical finite element simulations of selective electron beam melting processes: performance considerations

(2014) Daniel Riedlbauer et al.   COMPUTATIONAL MECHANICS

Analytical solutions of the thermal field induced by moving double-ellipsoidal and double-elliptical heat sources in a semi-infinite body

(2009) Víctor D. Fachinotti et al.   International Journal for Numerical Methods in Biomedical Engineering