English
Related papers

Related papers: Developing an AI Course for Synthetic Chemistry St…

200 papers

Introductory programming courses often emphasize mastering syntax and basic constructs before progressing to more complex and interesting programs. This bottom-up approach can be frustrating for novices, shifting the focus away from problem…

Computers and Society · Computer Science 2024-10-07 Chris Kerslake , Paul Denny , David H Smith , James Prather , Juho Leinonen , Andrew Luxton-Reilly , Stephen MacNeil

Generative AI (GAI) tools have seen rapid adoption in educational settings, yet their role in fostering critical thinking remains underexplored. While previous studies have examined GAI as a tutor for specific lessons or as a tool for…

Computers and Society · Computer Science 2025-09-10 W. F. Lamberti , S. R. Lawrence , D. White , S. Kim , S. Abdullah

Artificial intelligence (AI) advancements over the past few years have had an unprecedented and revolutionary impact across everyday application areas. Its significance also extends to technical challenges within science and engineering,…

This study investigates the impact of a novel application of generative artificial intelligence (AI) in physics instruction: engaging students in prompting, refining, and validating AI-constructed simulations of physical phenomena. In a…

Physics Education · Physics 2025-09-30 Yossi Ben-Zion , Turhan K. Carroll , Colin G. West , Jesse Wong , Noah D. Finkelstein

The recent developments in Artificial Intelligence (AI) technologies challenge educators and educational institutions to respond with curriculum and resources that prepare students of all ages with the foundational knowledge and skills for…

Artificial Intelligence · Computer Science 2021-08-13 Farhana Faruqe , Ryan Watkins , Larry Medsker

We introduce a new molecular dataset, named Alchemy, for developing machine learning models useful in chemistry and material science. As of June 20th 2019, the dataset comprises of 12 quantum mechanical properties of 119,487 organic…

In recent years, the rapid advancement of Artificial Intelligence (AI) technologies, particularly Large Language Models (LLMs), has revolutionized the paradigm of scientific discovery, establishing AI-for-Science (AI4Science) as a dynamic…

Generative AI is transforming computing education by enabling the automatic generation of personalized content and feedback. We investigate its capabilities in providing high-quality programming tasks to students. Despite promising…

Artificial Intelligence · Computer Science 2025-08-28 Manh Hung Nguyen , Victor-Alexandru Pădurean , Alkis Gotovos , Sebastian Tschiatschek , Adish Singla

As artificial intelligence (AI) is playing an increasingly important role in our society and global economy, AI education and literacy have become necessary components in college and K-12 education to prepare students for an AI-powered…

Computers and Society · Computer Science 2024-02-06 Zhonghao Shi , Allison O'Connell , Zongjian Li , Siqi Liu , Jennifer Ayissi , Guy Hoffman , Mohammad Soleymani , Maja J. Matarić

In recent years, conventional chemistry techniques have faced significant challenges due to their inherent limitations, struggling to cope with the increasing complexity and volume of data generated in contemporary research endeavors.…

Computational chemistry tools are widely used to study the behaviour of chemical phenomena. Yet, the complexity of these tools can make them inaccessible to non-specialists and challenging even for experts. In this work, we introduce El…

A clinical trial is an essential step in drug development, which is often costly and time-consuming. In silico trials are clinical trials conducted digitally through simulation and modeling as an alternative to traditional clinical trials.…

Quantitative Methods · Quantitative Biology 2022-09-20 Zifeng Wang , Chufan Gao , Lucas M. Glass , Jimeng Sun

Prompt engineering is critical for effective interaction with large language models (LLMs) such as ChatGPT. However, efforts to teach this skill to students have been limited. This study designed and implemented a prompt engineering…

Computers and Society · Computer Science 2025-12-11 David James Woo , Deliang Wang , Tim Yung , Kai Guo

Building up competencies in working with data and tools of Artificial Intelligence (AI) is becoming more relevant across disciplinary engineering fields. While the adoption of tools for teaching and learning, such as ChatGPT, is garnering…

Computers and Society · Computer Science 2025-07-15 Johannes Schleiss , Aditya Johri , Sebastian Stober

The acceleration of materials discovery requires digital platforms that go beyond data repositories to embed learning, optimization, and decision-making directly into research workflows. We introduce DataScribe, an AI-native, cloud-based…

Machine Learning · Computer Science 2026-01-14 Divyanshu Singh , Doguhan Sarıtürk , Cameron Lea , Md Shafiqul Islam , Raymundo Arroyave , Vahid Attari

Although artificial intelligence (AI) has achieved many feats at a rapid pace, there still exist open problems and fundamental shortcomings related to performance and resource efficiency. Since AI researchers benchmark a significant…

Artificial Intelligence · Computer Science 2023-10-16 Palaash Agrawal , Cheston Tan , Heena Rathore

Computer science (CS) education needs to evolve to support software and artificial intelligence (AI) systems engineering, and it needs to happen now -- precisely because the core intellectual contributions of CS have never been more…

Software Engineering · Computer Science 2026-05-01 Chandra N. Sekharan , George K. Thiruvathukal

In the upcoming decade, deep learning may revolutionize the natural sciences, enhancing our capacity to model and predict natural occurrences. This could herald a new era of scientific exploration, bringing significant advancements across…

Artificial Intelligence · Computer Science 2023-10-13 Shuaiwen Leon Song , Bonnie Kruft , Minjia Zhang , Conglong Li , Shiyang Chen , Chengming Zhang , Masahiro Tanaka , Xiaoxia Wu , Jeff Rasley , Ammar Ahmad Awan , Connor Holmes , Martin Cai , Adam Ghanem , Zhongzhu Zhou , Yuxiong He , Pete Luferenko , Divya Kumar , Jonathan Weyn , Ruixiong Zhang , Sylwester Klocek , Volodymyr Vragov , Mohammed AlQuraishi , Gustaf Ahdritz , Christina Floristean , Cristina Negri , Rao Kotamarthi , Venkatram Vishwanath , Arvind Ramanathan , Sam Foreman , Kyle Hippe , Troy Arcomano , Romit Maulik , Maxim Zvyagin , Alexander Brace , Bin Zhang , Cindy Orozco Bohorquez , Austin Clyde , Bharat Kale , Danilo Perez-Rivera , Heng Ma , Carla M. Mann , Michael Irvin , J. Gregory Pauloski , Logan Ward , Valerie Hayot , Murali Emani , Zhen Xie , Diangen Lin , Maulik Shukla , Ian Foster , James J. Davis , Michael E. Papka , Thomas Brettin , Prasanna Balaprakash , Gina Tourassi , John Gounley , Heidi Hanson , Thomas E Potok , Massimiliano Lupo Pasini , Kate Evans , Dan Lu , Dalton Lunga , Junqi Yin , Sajal Dash , Feiyi Wang , Mallikarjun Shankar , Isaac Lyngaas , Xiao Wang , Guojing Cong , Pei Zhang , Ming Fan , Siyan Liu , Adolfy Hoisie , Shinjae Yoo , Yihui Ren , William Tang , Kyle Felker , Alexey Svyatkovskiy , Hang Liu , Ashwin Aji , Angela Dalton , Michael Schulte , Karl Schulz , Yuntian Deng , Weili Nie , Josh Romero , Christian Dallago , Arash Vahdat , Chaowei Xiao , Thomas Gibbs , Anima Anandkumar , Rick Stevens

This study evaluates the efficacy of ChatGPT as an AI teaching and learning support tool in an integrated circuit systems course at a higher education institution in an Asian country. Various question types were completed, and ChatGPT…

Computers and Society · Computer Science 2023-11-03 Thanh Nguyen Ngoc , Quang Nhat Tran , Arthur Tang , Bao Nguyen , Thuy Nguyen , Thanh Pham

The rise and fall of artificial neural networks is well documented in the scientific literature of both computer science and computational chemistry. Yet almost two decades later, we are now seeing a resurgence of interest in deep learning,…

Machine Learning · Statistics 2018-08-15 Garrett B. Goh , Nathan O. Hodas , Abhinav Vishnu