NSF International Research Experiences for Students (IRES) Project
NSF IRES: Physical AI Design
JAIST-NSF IRES Physical AI Workshop
2023/8/18(Fri) 9:30-12:30 Tokyo Time, JAIST+Online Hybrid Workshop
主催者Organizers: Prof. Haoran Xie/謝浩然, 北陸先端科学技術大学院大学(JAIST); Prof. Bo Zhu, Georgia Institute of Technology; Prof. Takeo Igarashi/五十嵐健夫, 東京大学（University of Tokyo）
研究予算Funds：NSF International Research Experiences for Students (IRES), JAIST Research Grants for JAIST Science Hub 令和５年度研究拠点形成支援事業.
開催場所Place： 北陸先端科学技術大学院大学 知識棟４階K42 コラボレーションルーム1
オンライン参加Online Particiaption (zoom url): URL
Introduction
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This Physical AI Design NSF International Research Experiences for Students (IRES) project aims to send U.S. students to conduct summer research internships on devising physics
simulation algorithms, user interfaces, and AI algortihms at The University of Tokyo and Japan Advanced Institute of Science and Technology (JAIST).
The project is funded by NSF Office of International Science and Engineering and led by Prof. Bo Zhu at Dartmouth College(Georgia Institute of Technology), in collaboration with Prof. Takeo Igarashi at The University of Tokyo and Prof. Haoran Xie at JAIST.
Program: 8/18(Fri) 9:30-12:30 in JST Time
- 9:30 AM - 9:40 AM Opening by Prof. Haoran Xie (JAIST)
- 9:40 AM - 10:30 AM invited talk (online), Prof. Bo Zhu (Georgia Institute of Technology) Computing in Miniature: From Graphics to Science
- 10:40 AM - 11:00 AM Ryan Zesch (Texas A&M University) Neural Collisions and NeRF Garments
- 11:00 AM - 11:20 AM Humphrey Yang (Carnegie Mellon University) Generative Design and Synthesis of Transmittive Compliant Mechanisms
- 11:20 AM - 11:40 AM Alina Chadwick (Dartmouth College) MicroGlam: Microscopic Skin Image Dataset with Cosmetics
- 11:50 AM - 12:10 AM Mikiya Kusunoki (JAIST) Rapid Fabrication of Soft Mechanisms Inspired By Origami Twisted Tower
- 12:10 AM - 12:30 AM Tianyu Zhang (JAIST) Sketch-Guided Two-Stage Text-to-Image Generation with Spatial Control
----開会開催Opening----
----招待講演Invited Talk----
----学生発表Student Presentation----
----休憩時間Rest----
----閉会開催Closing----
招待講演 / Invited Talk
Title：
Computing in Miniature: From Graphics to ScienceAbstract：
Step into a magnificent miniature wonderland where small insects gracefully traverse the surface of the pond, raindrops delicately splash upon vibrating foliage, and dragonflies glide and soar through the air. Here, a symphony of small-scale interactions unfolds, captivating the imagination. In this talk, I will showcase our group's recent progress in developing advanced computational tools tailored to investigate the intricacies of these fascinating systems. Our work encompasses three key aspects. First, we invent novel geometric representations and solvers to simulate the complex processes of small-scale solids and fluids. Second, we construct computational design and optimization algorithms to push the performance limits of these systems and synthesize designs inspired by nature's ingenuity. Lastly, we develop machine learning algorithms that integrate physical principles to uncover the governing mechanics underlying these intricate systems. These advancements constitute a fully automated computational pipeline, enabling the exploration of complex systems at a small length scale. I will showcase applications of these computational tools in different disciplines, including pathogen transmission understanding, miniature robot design, new material discovery, and turbulence dynamics prediction.