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In this article, a novel simulation-optimization method is proposed for the simultaneous design of a heat-integrated coal-to-SNG/MeOH (CTSM) polygeneration process, aiming at exergy efficiency enhance...
Socrates once said: “It is not the size of a thing, but the quality that truly matters. For it is in the nature of substance, not its volume, that true value is found.”
When machine-learning models are deployed in real-world situations, perhaps to flag potential disease in X-rays for a radiologist to review, human users need to know when to trust the model’s predicti...
It was a natural inclination to task a large language model (LLM) like CHATGPT with creating a poem that delves into the topic of large language models, and subsequently utilize said poem as an introd...
In an effort to improve fairness or reduce backlogs, machine-learning models are sometimes designed to mimic human decision making, such as deciding whether social media posts violate toxic content po...
Nonlinear dynamics play a prominent role in many domains and are notoriously difficult to solve. Whereas previous quantum algorithms for general nonlinear equations have been severely limited due to t...
机组组合(UC)作为电力系统优化运行的基本问题之一,其模型的质量严重影响着求解器的求解效率,如何建立高质量的UC问题模型则成为近年研究的热点。为此,我们从大规模电力系统UC问题的模型、算法和应用方面展开研究,主要内容包括:针对单机组组合(1UC)问题,基于Facet、凸包以及动态规划相关理论,研究全新的1UC问题统一建模框架,给出1UC问题一系列适用于不同场景、不同算法的高质量模型;基于滑动窗口、...
We consider numerical approximations of the anisotropic phase-field dendritic crystal growth model. This is a highly complex coupled nonlinear system consisting of the anisotropic Allen-Cahn equation,...
Learning to grow machine-learning models(图)     机器学习  LiGO技术  AI应用程序       font style='font-size:12px;'> 2023/6/20
It’s no secret that OpenAI’s ChatGPT has some incredible capabilities — for instance, the chatbot can write poetry that resembles Shakespearean sonnets or debug code for a computer program. These abil...
Unpacking the “black box” to build better AI models(图)     黑匣子  AI模型  机器学习       font style='font-size:12px;'> 2023/6/20
When deep learning models are deployed in the real world, perhaps to detect financial fraud from credit card activity or identify cancer in medical images, they are often able to outperform humans.
In this talk, we will review the past developments on the solutions of the compressible Navier-Stokes equations and reveal the three hidden structures which linked the weak solution to the strong one....
AI system makes models like DALL-E 2 more creative(图)     AI系统  DALL-E2  计算机图像       font style='font-size:12px;'> 2023/6/20
The internet had a collective feel-good moment with the introduction of DALL-E, an artificial intelligence-based image generator inspired by artist Salvador Dali and the lovable robot WALL-E that uses...
In a single day, enough sunlight strikes Earth to power the world for an entire year—that is, if we can find a way to capture that energy cheaply and efficiently. While the cost of solar energy has de...
Unpacking black-box models(图)     黑盒模型  包装  数学框架  机器学习模型       font style='font-size:12px;'> 2023/6/20
Modern machine-learning models, such as neural networks, are often referred to as “black boxes” because they are so complex that even the researchers who design them can’t fully understand how they ma...
Low-level jet models inform US offshore wind development     低层  喷气式飞机  海上风电开发       font style='font-size:12px;'> 2023/5/23
With the federal government planning to hold the largest sale of offshore wind farm leases in the nation’s history, a new Cornell study could help inform the development of offshore wind farms by prov...

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