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2020 – today
- 2024
[i5]Ming Zhong, Dehao Liu, Raymundo Arróyave, Ulisses Braga-Neto:
Label Propagation Training Schemes for Physics-Informed Neural Networks and Gaussian Processes. CoRR abs/2404.05817 (2024)- [i4]Mrinalini Mulukutla, Robert Robinson, Danial Khatamsaz, Brent Vela, Nhu Vu, Raymundo Arróyave:
Supply Risk-Aware Alloy Discovery and Design. CoRR abs/2409.15391 (2024) - 2023
- [j4]Arunabha M. Roy
, Rikhi Bose, Veera Sundararaghavan, Raymundo Arróyave:
Deep learning-accelerated computational framework based on Physics Informed Neural Network for the solution of linear elasticity. Neural Networks 162: 472-489 (2023) - [j3]Xiaoning Qian, Byung-Jun Yoon, Raymundo Arróyave, Xiaofeng Qian, Edward R. Dougherty:
Knowledge-driven learning, optimization, and experimental design under uncertainty for materials discovery. Patterns 4(11): 100863 (2023) - [i3]Danial Khatamsaz, Vahid Attari, Raymundo Arróyave, Douglas L. Allaire:
Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples. CoRR abs/2302.04945 (2023) - 2021
- [c1]Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar, William Trehern, Byung-Jun Yoon, Xiaofeng Qian, Raymundo Arróyave, Xiaoning Qian:
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science. AAAI 2021: 10414-10421 - 2020
- [i2]Levi D. McClenny, Mulugeta A. Haile, Vahid Attari, Brian M. Sadler, Ulisses M. Braga-Neto, Raymundo Arróyave:
Deep Multimodal Transfer-Learned Regression in Data-Poor Domains. CoRR abs/2006.09310 (2020)
2010 – 2019
- 2019
- [j2]Kubra Karayagiz, Alaa Elwany, Gustavo Tapia, Brian Franco, Luke Johnson, Ji Ma, Ibrahim Karaman, Raymundo Arróyave:
Numerical and experimental analysis of heat distribution in the laser powder bed fusion of Ti-6Al-4V. IISE Trans. 51(2): 136-152 (2019) - 2018
- [i1]Guang Zhao, Raymundo Arróyave, Xiaoning Qian:
Fast Exact Computation of Expected HyperVolume Improvement. CoRR abs/1812.07692 (2018) - 2014
- [j1]M. S. Park, S. L. Gibbons, Raymundo Arróyave:
Prediction of processing maps for transient liquid phase diffusion bonding of Cu/Sn/Cu joints in microelectronics packaging. Microelectron. Reliab. 54(6-7): 1401-1411 (2014)
Coauthor Index
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