جزئیات پروژه | کافه پروژه

ارسال پیشنهاد

گزارش مالی

پروژه انگلیسی+(60639)

برای دکتری، استادم بهم سه تا موضوع داده و گفته یکی از موضوع ها رو انتخاب کنم و دربارش یک صفحه بنویسم( که دیدم چیه و اینا) The positions currently open in my group are as follows: NSF-funded Project: This project aims to develop large language models trained on materials property databases for automated materials data extraction. Collaboration with esteemed authors and editors from 5-6 leading materials journals will be an integral part of this research endeavor. Department of Defense-funded Project: The focus of this project is on creating generative models for new materials, with a particular emphasis on electronic materials properties and rare-event sensitive predictions. We will leverage xtal2png, FTCP, CD-VAE and other invertible materials representations in conjunction with cutting-edge generative models such as diffusion, flow, VAE, and GAN to facilitate the discovery of novel crystal structures and compositions. Industry/Air Force-funded Project: This project will involve the development of materials informatics workflows to accelerate the advancement of aerospace composites. We will utilize physics-informed and liquid neural networks and integrate heterogeneous data from simulations and experiments. Students interested in joining the company in Utah, USA upon completion of their PhD are particularly suited for this position. For application consideration, please submit a concise summary (strict one-page limit!) outlining your chosen field and approach to solving the problem for one of the three available positions. Your summary should include a brief overview of the current state-of-the-art in the relevant literature, followed by a detailed description of the techniques you intend to employ to address the specific research challenge.