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Jeremy Cleeman
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Journal Articles

A Differentiable Physics-Informed Machine Learning Approach to Model Laser-Based Micro-Manufacturing Process

Manaswin Oddiraju, Jeremy Cleeman, Rajiv Malhotra, Souma Chowdhury
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. May 2025, 147(5): 051002.
Paper No: MANU-24-1577
https://doi.org/10.1115/1.4067355
Published Online: January 17, 2025
View Article titled, A Differentiable Physics-Informed Machine Learning Approach to Model Laser-Based Micro-Manufacturing Process
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Topics: Lasers, Physics, Artificial neural networks, Machine learning, Manufacturing
Proceedings Papers

Real-Time Recovery From Cyberattacks on Manufacturing Processes

Brijesh Mangrolia, Jeremy Cleeman, Anandkumar Patel, Adrian Jackson, Rajiv Malhotra
Proc. ASME. ISFA2024, 2024 International Symposium on Flexible Automation, V001T01A001, July 21–24, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ISFA2024-139964
https://doi.org/10.1115/ISFA2024-139964
View Paper titled, Real-Time Recovery From Cyberattacks on Manufacturing Processes
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Topics: Cyber-attacks, Manufacturing, Artificial intelligence, Economics , Real-time control, Resilience, Resolution (Optics), Roads
Proceedings Papers

Toolpath Synthesis and Mechanical Properties in Multiplexed Fused Filament Fabrication

Jeremy Cleeman, Adrian Jackson, Anandkumar Patel, Rajiv Malhotra
Proc. ASME. MSEC2024, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A052, June 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2024-126798
https://doi.org/10.1115/MSEC2024-126798
View Paper titled, Toolpath Synthesis and Mechanical Properties in Multiplexed Fused Filament Fabrication
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Topics: Additive manufacturing, Manufacturing, Mechanical properties, Toolpaths, Junctions, Extruding, Resolution (Optics), Biomedicine, Geometry, Innovation
Proceedings Papers

Magnetically Assisted Laser Induced Plasma Micromachining (M-LIPMM)

Jeremy Cleeman, Weihong Guo, Rajiv Malhotra
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A026, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-104931
https://doi.org/10.1115/MSEC2023-104931
View Paper titled, Magnetically Assisted Laser Induced Plasma Micromachining (M-LIPMM)
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Topics: Lasers, Magnetic fields, Micromachining, Plasmas (Ionized gases)
Proceedings Papers

Highly Parsimonious Multi-Fidelity Learning of Process Parameter-Performance Relationships: A Case Study With Fused Filament Fabrication

Jeremy Cleeman, Rajiv Malhotra
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A031, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105178
https://doi.org/10.1115/MSEC2023-105178
View Paper titled, Highly Parsimonious Multi-Fidelity Learning of Process Parameter-Performance Relationships: A Case Study With Fused Filament Fabrication
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Topics: Machine learning, Manufacturing
Proceedings Papers

Multiplexed 3D Printing of Thermoplastics

Jeremy Cleeman, Alex Bogut, Brijesh Mangrolia, Adeline Ripberger, Arad Maghouli, Kunal Kate, Rajiv Malhotra
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T01A004, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-80882
https://doi.org/10.1115/MSEC2022-80882
View Paper titled, Multiplexed 3D Printing of Thermoplastics
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Topics: Additive manufacturing, Manufacturing, Resolution (Optics), Temperature, Bonding, Construction, Engineering simulation, Extruding, Failure, Flow (Dynamics)
Proceedings Papers

Enhancing Conductivity in 3D Bulk-Embedded Electronics

Md. Naim Jahangir, Jeremy Cleeman, Rajiv Malhotra
Proc. ASME. MSEC2020, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T08A011, September 3, 2020
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2020-8361
https://doi.org/10.1115/MSEC2020-8361
View Paper titled, Enhancing Conductivity in 3D Bulk-Embedded Electronics
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Topics: Additive manufacturing, Damage, Electrical conductivity, Electronics, Sintering, Thermal conductivity