Thermal-Mechanical Physics Informed Deep Learning For Fast Prediction of Thermal Stress Evolution in Laser Metal Deposition

Authors: Sharma, R., Guo, Y. B.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.18786

Physics-Informed Machine Learning for Smart Additive Manufacturing

Authors: Sharma, Rahul, Raissi, Maziar, Guo, Y. B.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2407.10761

Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics

Authors: Sharma, R., Guo, W. Grace, Raissi, M., Guo, Y. B.

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science

Access URL: http://arxiv.org/abs/2307.12304

A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition

Authors: Guo, Shenghan, Guo, Weihong, Bian, Linkan, Guo, Y. B.

Source: IEEE transactions on automation science and engineering. 20(1):482-494

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100170348987.0x000001&indx=1&recIds=ETOCvdc_100170348987.0x000001

Analysis of fatigue damage repair based on laser shock processing for copper film

Authors: Li, Ming, Shang, De-Guang, Liu, Xiao-Dong, Jin, Jia, Chen, Tao, Guo, Y. B., Barkey, M. E

Source: 2012 IEEE International Conference on Mechatronics and Automation Mechatronics and Automation (ICMA), 2012 International Conference on. :1277-1281 Aug, 2012

Relation: 2012 IEEE International Conference on Mechatronics and Automation (ICMA)

Preparation and Characterization of Monodisperse Mesoporous SiO~2 Microspheres Modified by Octaphenylpolyoxyethyiene
3rd International symposium on advanced material research

Authors: Chen, B., Guo, Y. B., Huang, Y. P., Zhong, H.

Source: Materials science forum. 987:99-106

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606001135&indx=1&recIds=ETOCCN606001135

Synergic Effects of Nanosecond Laser Ablation and PVD-Coating on Cemented Carbides: Assessment on Surface and Mechanical Integrity.

Authors: Fang, Shiqi¹, shiqi.fang@rutgers.edu, Llanes, Luis², Guo, Y. B.¹, Bähre, Dirk³

Source: Metals (2075-4701); Jan2024, Vol. 14 Issue 1, p34, 15p

Bridging Data Gaps: A Federated Learning Approach to Heat Emission Prediction in Laser Powder Bed Fusion.

Authors: Rong Lei¹ rl839@scarletmail.rutgers.edu, Guo, Y. B.² yuebin.guo@rutgers.edu, Jiwang Yan³ yan@mech.keio.ac.jp, Weihong "Grace" Guo¹ wg152@soe.rutgers.edu

Source: Journal of Manufacturing Science & Engineering. Nov2024, Vol. 146 Issue 10, p1-11. 11p.

Subject Terms: *FEDERATED learning, *DATA privacy, *SIMILARITY (Physics), *SMALL business, *QUALITY control

Research of Contact Stresses Distribution on Plunge-Cutting into a Steel Workpiece
Young scientists high technology: research and applications (International conference)

Authors: Kozlov, V., Zhang, J. Y., Guo, Y. B., Sabavath, S. K.

Source: Key engineering materials. 769:284-289

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603898540&indx=1&recIds=ETOCCN603898540

Calculation of Contact Stresses during Titanium Alloy Cutting
Young scientists high technology: research and applications (International conference)

Authors: Kozlov, V., Zhang, J. Y., Guo, Y. B., Sabavath, S. K.

Source: Key engineering materials. 769:364-370

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN603898653&indx=1&recIds=ETOCCN603898653

Molecular dynamics simulation of heat distribution during nanometric cutting process

Authors: Liang, Y. C., Guo, Y. B., Chen, M. J., Bai, Q. S.

Source: 2008 2nd IEEE International Nanoelectronics Conference Nanoelectronics Conference, 2008. INEC 2008. 2nd IEEE International. :711-715 Mar, 2008

Relation: 2008 2nd IEEE International Nanoelectronics Conference (NEC)

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Research progress of highly wear‐resistant and oxidation‐resistant polymer acetabular cup prosthesis.

Authors: Yu, L.¹, Wang, K. J.¹, Jin, F. B.¹, Guo, Y. B.¹, Wang, S. Q.¹, sqwang@jsnu.edu.cn

Source: Materialwissenschaft und Werkstoffechnik; Oct2024, Vol. 55 Issue 10, p1371-1384, 14p

Physics-Informed Machine Learning of Argon Gas-Driven Melt Pool Dynamics.

Authors: Sharma, R.^1,2 rs1961@soe.rutgers.edu, Guo, Y. B.^1,2 yuebin.guo@rutgers.edu, Raissi, M.³ maziar.raissi@colorado.edu, Guo, W. Grace^2,4 wg152@soe.rutgers.edu

Source: Journal of Manufacturing Science & Engineering. Aug2024, Vol. 146 Issue 8, p1-10. 10p.

Subject Terms: *COMPUTATIONAL fluid dynamics, *PHYSICAL laws, *NAVIER-Stokes equations, *ARGON, *NONLINEAR equations, *MACHINE learning, *PRINT materials

Research on the Structure of GdFeMn Compound
Advanced material research and application (International conference)

Authors: Zhao, S. Q., Ma, L., Zhou, L., Liu, T., Guo, Y. B.

Source: Advanced materials research. 1142:14-18

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602079415&indx=1&recIds=ETOCCN602079415

Responses of chemical composition, amino acid and fatty acid profiles of breast muscle to dietary crude fibre levels in China Micro-Ducks

Authors: Wang, S. P., Luo, D. M., Liu, G. W., Yin, M. J., Zhou, C. F., Zhao, X. L., Guo, Y. B.

Source: South African journal of animal science. 49(3):485-493

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN620862380&indx=1&recIds=ETOCRN620862380

Finite Element Modeling of Hybrid Additive Manufacturing by Laser Shock Peening
Annual international solid freeform fabrication symposium

Authors: Sealy, M. P., Madireddy, G., Li, C., Guo, Y. B.

Source: Solid Freeform Fabrication Symposium proceedings. 1:306-316

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN601955050&indx=1&recIds=ETOCCN601955050

Efficient Multiscale Prediction of Cantilever Distortion by Selective Laser Melting
Annual international solid freeform fabrication symposium

Authors: Li, C., Liu, J. F., Guo, Y. B.

Source: Solid Freeform Fabrication Symposium proceedings. 1:236-246

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN601955000&indx=1&recIds=ETOCCN601955000

Numerical Investigation on the Effects of Machining-Induced White Layer during Rolling Contact.

Authors: Warren, A. W., Guo, Y. B.

Source: Tribology Transactions; July/September 2005, Vol. 48 Issue 3, p436-441, 6p

Multimodal data-driven machine learning for the prediction of surface topography in end milling.

Authors: Hu, L., Phan, H., Srinivasan, S., Cooper, C., Zhang, J., Yuan, B., Gao, R., Guo, Y. B.

Source: Production Engineering (09446524); Jun2024, Vol. 18 Issue 3/4, p507-523, 17p