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Journal Articles

“Dynamic Cutting Force Estimation via Fourier Neural Operator (FNO) with Inferred 1 Machine Tool Dynamics: A Proof of Concept”

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Accepted Manuscript
Chin-Cheng Shih, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-25-1079
https://doi.org/10.1115/1.4068643
Published Online: May 12, 2025
View Articletitled, “Dynamic Cutting Force Estimation via Fourier Neural Operator (FNO) with Inferred 1 Machine Tool Dynamics: A Proof of Concept”
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Topics: Cutting, Dynamics (Mechanics), Machine tools, Machining
Journal Articles

A Machine Learning Approach for Rapid Solution of Three-Dimensional Moving Source Problems in Manufacturing

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Mahtab Heydari, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2025, 147(6): 061006.
Paper No: MANU-24-1631
https://doi.org/10.1115/1.4067742
Published Online: February 21, 2025
View Articletitled, A Machine Learning Approach for Rapid Solution of Three-Dimensional Moving Source Problems in Manufacturing
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Topics: Artificial neural networks, Finite element analysis, Geometry, Heat, Manufacturing, Temperature, Density, Temperature distribution, Convolutional neural networks, Modeling
Proceedings Papers

Demonstration of Rapid Polymer Printing Using a Machining-Integrated Hybrid Fused Filament Fabrication Process

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Aman Nigam, Bruce L. Tai
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A024, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104902
https://doi.org/10.1115/MSEC2023-104902
View Paper titled, Demonstration of Rapid Polymer Printing Using a Machining-Integrated Hybrid Fused Filament Fabrication Process
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Topics: Machining, Manufacturing, Polymers, Printing
Proceedings Papers

Real-Time Temperature Prediction of a Moving Heat Source Problem Using Machine Learning

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Mahtab Heydari, Pei-Ching Kung, Bruce L. Tai, Nien-Ti Tsou
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A013, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104529
https://doi.org/10.1115/MSEC2023-104529
View Paper titled, Real-Time Temperature Prediction of a Moving Heat Source Problem Using Machine Learning
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Topics: Artificial neural networks, Finite element analysis, Heat, Machine learning, Temperature
Journal Articles

Surface Characterization of Three-Dimensional Printed Fiber-Reinforced Polymer Following an In-Process Mechanical–Chemical Finishing Method

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Aman Nigam, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. August 2023, 145(8): 081002.
Paper No: MANU-22-1583
https://doi.org/10.1115/1.4062146
Published Online: April 11, 2023
View Articletitled, Surface Characterization of Three-Dimensional Printed Fiber-Reinforced Polymer Following an In-Process Mechanical–Chemical Finishing Method
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Topics: Fibers, Finishing, Mechanical finishes (Metals), Polymers, Manufacturing, Pressing, Machining, Finishes, Stress
Journal Articles

The Effects of Plasma Pre-Cracking on Drilling of Hard Rocks: A Single Insert Cutting Experiment

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Aamer A. Kazi, Mirza Akhter, Dion Antao, David Staack, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. June 2023, 145(6): 061006.
Paper No: MANU-22-1548
https://doi.org/10.1115/1.4056752
Published Online: February 20, 2023
View Articletitled, The Effects of Plasma Pre-Cracking on Drilling of Hard Rocks: A Single Insert Cutting Experiment
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Topics: Cutting, Drilling, Fracture (Process), Plasmas (Ionized gases), Rocks, Thrust, Fracture (Materials)
Journal Articles

Mist Flow in Through-Tool Minimum Quantity Lubrication Drilling: Two-Phase Flow Simulation and Experimental Observation

Free
Jay K. Raval, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2023, 145(3): 031002.
Paper No: MANU-22-1290
https://doi.org/10.1115/1.4056146
Published Online: November 30, 2022
View Articletitled, Mist Flow in Through-Tool Minimum Quantity Lubrication Drilling: Two-Phase Flow Simulation and Experimental Observation
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Topics: Cutting, Drilling, Drills (Tools), Drops, Flow (Dynamics), Fluids, Lubricants, Computational fluid dynamics, Simulation, Modeling
Proceedings Papers

A Neural Network-Based Framework of Real-Time Heat Map Generation for Surgical Hand-Held Drilling

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Pei-Ching Kung, Mahtab Heydari, Bruce L. Tai
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T02A007, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85693
https://doi.org/10.1115/MSEC2022-85693
View Paper titled, A Neural Network-Based Framework of Real-Time Heat Map Generation for Surgical Hand-Held Drilling
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Topics: Artificial neural networks, Drilling, Heat, Surgery, Time-invariant systems
Proceedings Papers

Separation Process Comparison of Hydrogel Film and PTFE Film in Vat Photopolymerization

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Feimo Yang, Aamer Kazi, Caleb Liu, Bruce L. Tai
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T01A017, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85380
https://doi.org/10.1115/MSEC2022-85380
View Paper titled, Separation Process Comparison of Hydrogel Film and PTFE Film in Vat Photopolymerization
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Topics: Hydrogels, Separation (Technology)
Proceedings Papers

Orthopedic Bone-Drilling Assessment Through Laplacian-Based Trajectory Noise Characterization

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Ronak R. Mohanty, Shantanu Vyas, Aman Nigam, Bruce L. Tai, Vinayak R. Krishnamurthy
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A060, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70654
https://doi.org/10.1115/DETC2021-70654
View Paper titled, Orthopedic Bone-Drilling Assessment Through Laplacian-Based Trajectory Noise Characterization
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Topics: Bone, Drilling, Noise (Sound), Orthopedics, Trajectories (Physics), Surgery
Journal Articles

Comparison of Rotary and Linear Cutting Methodology in Determining Specific Cutting Energy of Granite

Free
Aamer Kazi, Yi-Tang Kao, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2021, 143(11): 111002.
Paper No: MANU-21-1003
https://doi.org/10.1115/1.4050926
Published Online: May 7, 2021
View Articletitled, Comparison of Rotary and Linear Cutting Methodology in Determining Specific Cutting Energy of Granite
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Topics: Cutting, Stress, Drilling
Proceedings Papers

Investigation of In-Situ Surface Polishing for Fused Filament Fabrication

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Aman Nigam, Bruce L. Tai
Proc. ASME. MSEC2020, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation, V001T01A053, September 3, 2020
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2020-8445
https://doi.org/10.1115/MSEC2020-8445
View Paper titled, Investigation of In-Situ Surface Polishing for Fused Filament Fabrication
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Topics: Manufacturing, Polishing
Proceedings Papers

Effect of Oil Flow Rate on Production Through-Tool Dual Channel MQL Drilling

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Jay K. Raval, David A. Stephenson, Bruce L. Tai
Proc. ASME. MSEC2020, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation, V001T05A007, September 3, 2020
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2020-8375
https://doi.org/10.1115/MSEC2020-8375
View Paper titled, Effect of Oil Flow Rate on Production Through-Tool Dual Channel MQL Drilling
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Topics: Cutting, Drilling, Flow (Dynamics), Lubrication, Torque, Wear
Journal Articles

Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber–Reinforced Polymer Composite Machining Process

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Zimo Wang, Pawan Dixit, Faissal Chegdani, Behrouz Takabi, Bruce L. Tai, Mohamed El Mansori, Satish Bukkapatnam
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. February 2020, 4(2): 179–198.
Paper No: SSMS20190042
https://doi.org/10.1520/SSMS20190042
Published Online: March 24, 2020
View Articletitled, Bidirectional Gated Recurrent Deep Learning Neural Networks for Smart Acoustic Emission Sensing of Natural Fiber–Reinforced Polymer Composite Machining Process
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Journal Articles

Characterizing Mist Distribution in Through-Tool Minimum Quantity Lubrication Drills

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Jay K. Raval, Yi-Tang Kao, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2020, 142(3): 031002.
Paper No: MANU-19-1407
https://doi.org/10.1115/1.4045799
Published Online: January 8, 2020
View Articletitled, Characterizing Mist Distribution in Through-Tool Minimum Quantity Lubrication Drills
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Topics: Drills (Tools), Flow (Dynamics), Lubrication, Drilling, Computational fluid dynamics, Lubricants
Proceedings Papers

Multiphase Flow Distribution in MQL Drilling Using Optical Intensity Distribution Based Approach

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Jay K. Raval, Wayne N. P. Hung, Bruce L. Tai
Proc. ASME. MSEC2019, Volume 2: Processes; Materials, V002T03A033, June 10–14, 2019
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2019-2926
https://doi.org/10.1115/MSEC2019-2926
View Paper titled, Multiphase Flow Distribution in MQL Drilling Using Optical Intensity Distribution Based Approach
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Topics: Bits (Tools), Computational fluid dynamics, Drilling, Drills (Tools), Flow (Dynamics), Lubrication, Machining, Multiphase flow, Simulation
Journal Articles

Experimental Study and Finite Element Modeling of Workpiece Temperature in Finish Cylinder Boring

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Lei Chen, Bruce L. Tai, Juhchin A. Yang, Albert J. Shih
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. November 2017, 139(11): 111003.
Paper No: MANU-17-1138
https://doi.org/10.1115/1.4037554
Published Online: September 13, 2017
View Articletitled, Experimental Study and Finite Element Modeling of Workpiece Temperature in Finish Cylinder Boring
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Topics: Finishes, Finite element methods, Finite element model, Heat, Temperature, Thermocouples, Cutting, Heat transfer, Cylinders
Proceedings Papers

Dynamic Response of 3D-Printed Bi-Material Structure Using Drop Weight Impact Test

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Anish Ravindra Amin, Yi-Tang Kao, Bruce L. Tai, Jyhwen Wang
Proc. ASME. MSEC2017, Volume 2: Additive Manufacturing; Materials, V002T01A021, June 4–8, 2017
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2017-3061
https://doi.org/10.1115/MSEC2017-3061
View Paper titled, Dynamic Response of 3D-Printed Bi-Material Structure Using Drop Weight Impact Test
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Topics: Additive manufacturing, Dynamic response, Impact testing, Weight (Mass), Absorption, Elastomers, Silicones, Load bearing capacity, Topology, Urethane elastomers
Proceedings Papers

Coolant Channel and Flow Characteristics of MQL Drill Bits: Experimental and Numerical Analyses

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Yi-Tang Kao, Behrouz Takabi, Mozheng Hu, Bruce L. Tai
Proc. ASME. MSEC2017, Volume 2: Additive Manufacturing; Materials, V002T03A031, June 4–8, 2017
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2017-3060
https://doi.org/10.1115/MSEC2017-3060
View Paper titled, Coolant Channel and Flow Characteristics of MQL Drill Bits: Experimental and Numerical Analyses
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Topics: Bits (Tools), Coolants, Flow (Dynamics), Numerical analysis, Computational fluid dynamics, Lubrication, Cooling, Corners (Structural elements), Drilling, Drills (Tools)
Journal Articles

Loading–Unloading Cycles of Three-Dimensional-Printed Built Bimaterial Structures With Ceramic and Elastomer

Free
Yi-Tang Kao, Ying Zhang, Jyhwen Wang, Bruce L. Tai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2017, 139(4): 041006.
Paper No: MANU-16-1448
https://doi.org/10.1115/1.4034668
Published Online: October 18, 2016
View Articletitled, Loading–Unloading Cycles of Three-Dimensional-Printed Built Bimaterial Structures With Ceramic and Elastomer
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Topics: Ceramics, Cycles, Deflection, Elastomers, Stiffness, Silicones, Deformation, Brittleness