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Posts by Collection
portfolio
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publications
Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning
Published in Design Automation Conference (DAC), 2026
This paper presents EPIC, a hardware- and physics-co-guided distributed SciML framework for full-waveform inversion. It explores how edge-side encoding and physics-aware decoding can reduce communication latency and energy while preserving physical fidelity.
Recommended citation: Yuchen Yuan, Junhuan Yang, Hao Wan, Yipei Liu, Hanhan Wu, Youzuo Lin and Lei Yang. (2026). "Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning." Proceedings of the 63rd Design Automation Conference (DAC).
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Inclusive Teaching for STEM Graduate Students Mini-Course
Teaching certificate, Stearns Center for Teaching and Learning, George Mason University, 2025
Spring 2025 — Completed the Inclusive Teaching for STEM Graduate Students Mini-Course offered by the Stearns Center for Teaching and Learning at George Mason University.
Graduate Teaching Assistant
Graduate courses, George Mason University, Department of Electrical and Computer Engineering, 2025
Fall 2025 — I served as a Graduate Teaching Assistant for three courses in the ECE department at George Mason University.
Recitation Instructor, ECE 528: Introduction to Random Processes
Graduate course, George Mason University, Department of Electrical and Computer Engineering, 2026
Spring 2026 — I served as the Recitation Instructor for ECE 528: Introduction to Random Processes, a graduate-level course in the ECE department at George Mason University.