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EnsembleSVM is a free software package containing efficient routines to perform ensemble learning with support vector machine (SVM) base models. It currently offers ensemble methods based on binary SVM models. Our implementation avoids…

机器学习 · 统计学 2014-03-05 Marc Claesen , Frank De Smet , Johan Suykens , Bart De Moor

We present a practical course targeting graduate students with prior knowledge of the basics of quantum computing. The practical aims to deepen students' understanding of fundamental concepts in quantum computing by implementing quantum…

To deepen the professional practice of physics educators, I seek to highlight the Open Source Physics (OSP) and Easy Java Simulation (Ejs or EJS) community of educators that engage, enable and empower teachers as learners so that we can be…

物理教育 · 物理学 2012-10-19 Loo Kang Wee

Variational algorithms are a representative class of quantum computing workloads that combine quantum and classical computing. This paper presents an LLVM-based C++ compiler toolchain to efficiently execute variational hybrid…

Learning quantum mechanics is challenging, even for upper-level undergraduate and graduate students. Interactive tutorials which build on students' prior knowledge can be useful tools to enhance student learning. We have been investigating…

物理教育 · 物理学 2016-01-08 Ryan Sayer , Alexandru Maries , Chandralekha Singh

How many times have you tried to re-implement a past CAV tool paper, and failed? Reliably reproducing published scientific discoveries has been acknowledged as a barrier to scientific progress for some time but there remains only a small…

计算机科学中的逻辑 · 计算机科学 2015-02-10 Tom Crick , Benjamin A. Hall , Samin Ishtiaq

Open source software is becoming crucial in the design and testing of quantum algorithms. Many of the tools are backed by major commercial vendors with the goal to make it easier to develop quantum software: this mirrors how well-funded…

量子物理 · 物理学 2018-12-24 Mark Fingerhuth , Tomáš Babej , Peter Wittek

Online education's popularity has been continuously increasing over the past few years. Many universities were forced to switch to online education as a result of COVID-19. In many cases, even after more than two years of online…

计算机与社会 · 计算机科学 2024-11-15 Sadman Jashim Sakib , Baktiar Kabir Joy , Zahin Rydha , Md. Nuruzzaman , Annajiat Alim Rasel

In our days, the necessity of laboratory apparatus accustoming by building up specific software objects for studying the virtual evolution of physical phenomena is a major request. In this respect, the aim of the present paper is to present…

物理教育 · 物理学 2007-05-23 Gabriel Murariu

As the scale of quantum programs grows to match that of classical software, the nascent field of quantum software engineering must mature and tools such as debuggers will become increasingly important. However, developing a quantum debugger…

量子物理 · 物理学 2024-06-27 Sara Ayman Metwalli , Rodney Van Meter

In software development there is a constant pressure to produce code faster and faster without compromising on quality. New tools supporting developers are created in response to this demand. Currently a new generation of such solutions is…

软件工程 · 计算机科学 2023-01-13 Mateusz Jaworski , Dariusz Piotrkowski

Quantum computing harnesses quantum laws of nature to enable new types of algorithms, not efficiently possible on traditional computers, that may lead to breakthroughs in crucial areas like materials science and chemistry. There is rapidly…

物理教育 · 物理学 2020-10-16 Mariia Mykhailova , Krysta M. Svore

For software to be reliable and resilient, it is widely accepted that tests must be created and maintained alongside the software itself. One safeguard from vulnerabilities and failures in code is to ensure correct behavior on the…

软件工程 · 计算机科学 2020-10-13 Felix Dobslaw , Francisco Gomes de Oliveira Neto , Robert Feldt

Computational Thinking (CT) has emerged as a critical component in modern education, essential to equip students with the skills necessary to thrive in a technology-driven world. This survey provides a comprehensive analysis of the presence…

计算机与社会 · 计算机科学 2025-10-21 Roberto Massi De Oliveira , M^onica Cristina Garbin , Rodolfo Azevedo

Component-based software development (CBD) is a methodology that has been embraced by the software industry to accelerate development, save costs and timelines, minimize testing requirements, and boost quality and output. Compared to the…

软件工程 · 计算机科学 2023-05-24 N Md Jubair Basha , Gopinath Ganapathy , Mohammed Moulana

Challenging problems of modern engineering education and a role of information technology are reviewed. An importance of simulation of real world physical problems in both graduate and lifelong/corporate education is discussed. It is…

物理教育 · 物理学 2007-05-23 M. V. Bogdanov , D. Kh. Ofengeim , A. V. Kulik , D. V. Zimina , M. S. Ramm , A. I. Zhmakin

The freud Python package is a powerful library for analyzing simulation data. Written with modern simulation and data analysis workflows in mind, freud provides a Python interface to fast, parallelized C++ routines that run efficiently on…

Hardware-based Trusted Execution Environments (TEEs) are widely deployed in mobile devices. Yet their use has been limited primarily to applications developed by the device vendors. Recent standardization of TEE interfaces by GlobalPlatform…

密码学与安全 · 计算机科学 2016-11-17 Brian McGillion , Tanel Dettenborn , Thomas Nyman , N. Asokan

Analyzing the code evolution of software systems is relevant for practitioners, researchers, and educators. It can help practitioners identify design trends and maintenance challenges, provide researchers with empirical data to study…

软件工程 · 计算机科学 2026-02-03 Andre Hora

Many scientific-software projects test their codes inadequately, or not at all. Despite its well-known benefits, adopting routine testing is often not easy. Development teams may have doubts about establishing effective test procedures,…

软件工程 · 计算机科学 2014-11-11 Paul Madden , Eduardo G. Valente