Learning a Quantum Computer's Capability by Daniel Hothem, Kevin Young, Tommie Catanach, Timothy Proctor

“…As modern quantum computers become increasingly hard to simulate, we must develop accurate and scalable predictive capability models to help researchers and stakeholders decide which quantum computers to build and use. …”
Get full text

Cancer phylogenetic tree inference at scale from 1000s of single cell genomes by Salehi, Sohrab, Dorri, Fatemeh, Chern, Kevin, Kabeer, Farhia, Rusk, Nicole, Funnell, Tyler, Williams, Marc J., Lai, Daniel, Andronescu, Mirela, Campbell, Kieran R., McPherson, Andrew, Aparicio, Samuel, Roth, Andrew, Shah, Sohrab P., Bouchard-Côté, Alexandre

“…A new generation of scalable single cell whole genome sequencing (scWGS) methods allows unprecedented high resolution measurement of the evolutionary dynamics of cancer cell populations. …”
Get full text

Rainbow: An Operating System for Software-Hardware Multitasking on Dynamically Partially Reconfigurable FPGAs by Krzysztof Jozwik, Shinya Honda, Masato Edahiro, Hiroyuki Tomiyama, Hiroaki Takada

“…In this work, we show a complete model and implementation of a lightweight OS4RS supporting preemptable and clock-scalable hardware tasks. We also propose a novel, lightweight scheduling mechanism allowing for timely and priority-based reservation of reconfigurable resources, which aims at usage of preemption only at the time it brings benefits to the performance of a system. …”
Get full text

Dynamic omniphobic surfaces enable the stable dropwise condensation of completely wetting refrigerants by Kazi Fazle Rabbi, Siavash Khodakarami, Jin Yao Ho, Muhammad Jahidul Hoque, Nenad Miljkovic

“…This approach, compatible with various substrates, combines low contact angle hysteresis Parylene-C with low surface energy silane (P-HFDS) using a highly scalable atmospheric vapor phase deposition technique. …”
Get full text

Analyzing large text data for vocabulary profiling in corpus-based studies of academic discourse by Ismail Xodabande, Mahmood Reza Atai, Mohammad R. Hashemi

“…This methodology not only provides a framework for academic vocabulary profiling but also offers scalable solutions for educators and researchers dealing with extensive text datasets. …”
Get full text

Morphological and Interfacial Engineering with a Surfactant Additive Toward High‐Performance Blade‐Coated Quantum Dot Light‐Emitting Diodes by Wei‐Zhi Liu, Hong‐Wei Duan, Shu‐Guang Meng, Dong‐Ying Zhou, Liang‐Sheng Liao

“…Abstract The development of scalable and cost‐effective solution processes for large‐area quantum light‐emitting diodes (QLEDs) remains a pressing challenge. …”
Get full text

A two-step machine learning approach for predictive maintenance and anomaly detection in environmental sensor systems by Saiprasad Potharaju, Ravi Kumar Tirandasu, Swapnali N. Tambe, Devyani Bhamare Jadhav, Dudla Anil Kumar, Shanmuk Srinivas Amiripalli

“…This methodology provides a scalable and robust real-time anomaly detection and sensor fault prediction methodology that greatly enhances the reliability of the environmental monitoring systems and advances the intelligent infrastructure management. • Combines Isolation Forest for anomaly labeling and supervised models for anomaly prediction. • Scalable and adaptable for diverse IoT applications for environmental monitoring. • Provides actionable insights through anomaly visualization, revealing patterns in sensor performance.…”
Get full text

Fast Task Scheduling With Model Predictive Control Integrating a Priority-Based Heuristic by Francesco Liberati, Manuel Donsante, Chiara Maria Francesca Cirino, Andrea Tortorelli

“…This paper presents a scalable Model Predictive Control (MPC) algorithm for task scheduling and real time re-scheduling. …”
Get full text

Random Emission and Control of Whispering Gallery Mode Using Flexible Optical Fiber by Bingyang Cao, Zhen He, Weili Zhang

“…Axially uniform optical fibers provide a low-cost, scalable platform for the emission of whispering gallery mode (WGM) lasers. …”
Get full text

Codesigning More-than-Human Ecosystems with Social and Environmental Systems: The Gamification of NetWall and BioDiveIn by Marie Davidová, María Claudia Valverde Rojas, Hanane Behnam

“…The interventions were codesigned using systems-oriented design methods, including gigamapping and prototyping, to produce scalable DIY solutions that empower communities to replicate these practices on their own. …”
Get full text

The effectiveness of teaching methods for preparing teacher education students to teach road safety-related content by Silke von Beesten, André Bresges

“…The model provides a replicable and scalable solution for embedding safety education into school curricula, addressing a critical public health issue effectively.…”
Get full text

Geographical Peer Matching for P2P Energy Sharing by Romaric Duvignau, Vincenzo Gulisano, Marina Papatriantafilou, Ralf Klasing

“…We define and analyze in this work a precise mathematical modeling of the geographical peer matching problem, and demonstrate the inherent intractability of the problem, highlighting its high computational cost and underscoring the critical need for scalable approaches that effectively balance performance trade-offs as system size grows. …”
Get full text

Quantifying 3D coral reef structural complexity from 2D drone imagery using artificial intelligence by Aviv Suan, Simone Franceschini, Joushua Madin, Elizabeth Madin

“…Our deep learning approach offers a scalable solution to measure structural complexity of shallow coral reefs, providing a balance of spatial resolution and extent that is more ecologically relevant than other large-scale, airborne approaches. …”
Get full text

Comparative evaluation of an AI-powered life coach against traditional coaching methods by David Brown, Marlene Orozco, Noah Lloyd

“…The empirical findings indicate that 1440 significantly outperforms traditional human coaching in several critical dimensions, suggesting its potential as a scalable and accessible alternative for personal development and professional growth.…”
Get full text

VisionMD: an open-source tool for video-based analysis of motor function in movement disorders by Gabriela Acevedo, Florian Lange, Carolina Calonge, Robert Peach, Joshua K. Wong, Diego L. Guarin

“…Abstract VisionMD, an open-source software for automated video-based analysis of MDS-UPDRS Part III motor tasks, offers precise, objective, and scalable assessments of motor symptoms in Parkinson’s disease and other movement disorders. …”
Get full text

A Dual-Cycle Architecture in Cognitive M2M Wireless Networks by Ying Li, Xu Dong, Lifeng Wang, Xiaobo Guo, Lin Bai

“…It shows that our proposed DCCM-based SORA is able to provide loosely coupled, reusable, and scalable implementations in machine-to-machine (M2M) heteogeneous wireless networking environment, while the intelligence of network can be improved.…”
Get full text

Merging Agents and Cloud Services in Industrial Applications by Francisco P. Maturana, Juan L. Asenjo, Neethu S. Philip, Shweta Chatrola

“…This reporting capability has been architected using networked agents, worker roles, and scripts for building a scalable data pipeline and analytics system.…”
Get full text

Dynamic Connectivity Hub: Multiple ISPs Smart Aggregation for Optimized IoT Connectivity by Hany Ali, Mohamed A. Abouelatta, Khaled Y. Youssef

“…The increasing complexity of Internet of Things (IoT) networks demands scalable and adaptive solutions to ensure reliable and efficient connectivity. …”
Get full text

Transforming Cardiovascular Risk Prediction: A Review of Machine Learning and Artificial Intelligence Innovations by Dimitrios-Ioannis Kasartzian, Thomas Tsiampalis

“…Machine learning (ML) and artificial intelligence (AI) approaches represent a paradigm shift in risk prediction, offering dynamic, scalable solutions that integrate diverse data types. …”
Get full text

Improving authenticity and provenance in digital biomarkers: the case for digital watermarking by Arjun Mahajan, Dylan Powell

“…A recent study highlights how Large Language Models (LLMs) generating human-like content amplify these risks, and propose watermarking as a scalable solution to ensure data integrity. This article examines the potential of digital watermarking to help safeguard the reliability and provenance of DBx data, whilst also addressing broader challenges in health systems.…”
Get full text