Large language models for closed-library multi-document query, test generation, and evaluation by Claire Randolph, Adam Michaleas, Darrell O. Ricke

“…The AIKIT solution enabled easy use of multiple LLM models with multimodal RAG source documents; AIKIT retains LLM-RAG responses for queries against one or multiple LLM models.DiscussionAIKIT provides an easy-to-use set of tools to enable users to work with complex information using LLM-RAG capabilities. …”
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Elucidating simulated equivalence responding through dynamic visualization of structural connectivity and relational density by James O'Sullivan, Freddy Jackson Brown, Oliver Ray

“…Our results highlight Affinity's innovation as an explainable modeling interface for relational formation and a testbed for new experiments. …”
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A parallel large-scale multiobjective evolutionary algorithm based on two-space decomposition by Feng Yin, Bin Cao

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2D InSe Self‐Powered Schottky Photodetector with the Same Metal in Asymmetric Contacts by Jinping Chen, Zhen Zhang, Jiying Feng, Xiaoyu Xie, Aoqun Jian, Yuanzheng Li, Heng Guo, Yizhi Zhu, Zhuxin Li, Jianqi Dong, Qiannan Cui, Zengliang Shi, Chunxiang Xu

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Decentralizing video copyright protection: a novel blockchain-enabled framework with performance evaluation by Sri Lakshmi Madapati, Nihar Ranjan Pradhan

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Enhanced Self‐Healing in Dual Network Entangled Hydrogels by Macromolecular Architecture and Alignment of Surface Functionalized hBN Nanosheets by Chirag R. Ratwani, Katarzyna Z. Donato, Sergey Grebenchuk, Alice Mija, Kostya S. Novoselov, Amr M. Abdelkader

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Resource allocation for coexistence of eMBB and bursty URLLC based on queueing with preemption by Wei Guo, Kai Liang, Yuewen Song, Xiaoli Chu, Gan Zheng, Kai-Kit Wong

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BioBricks.ai: a versioned data registry for life sciences data assets by Yifan Gao, Zakariyya Mughal, Jose A. Jaramillo-Villegas, Jose A. Jaramillo-Villegas, Marie Corradi, Alexandre Borrel, Ben Lieberman, Suliman Sharif, John Shaffer, Karamarie Fecho, Karamarie Fecho, Ajay Chatrath, Alexandra Maertens, Marc A. T. Teunis, Nicole Kleinstreuer, Thomas Hartung, Thomas Hartung, Thomas Luechtefeld, Thomas Luechtefeld

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Determining Novice and Expert Status in Human–Automation Interaction Through Hidden Markov Models by Anne French, Mary L. Cummings, Haibei Zhu, Miroslav Pajic

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Development of automatic wheat seeding quantity control system based on Doppler radar speed measurement by Weiwei Wang, Wenbing Shi, Ce Liu, Yuwei Wang, Lu Liu, Liqing Chen

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SuperResNET: Model‐Free Single‐Molecule Network Analysis Software Achieves Molecular Resolution of Nup96 by Yahongyang Lydia Li, Ismail M. Khater, Christian Hallgrimson, Ben Cardoen, Timothy H. Wong, Ghassan Hamarneh, Ivan R. Nabi

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Machine learning assisted estimation of total solids content of drilling fluids by B.T. Gunel, Y.D. Pak, A.Ö. Herekeli, S. Gül, B. Kulga, E. Artun

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Self‐Driving Lab for Solid‐Phase Extraction Process Optimization and Application to Nucleic Acid Purification by Sebastian Putz, Jonathan Döttling, Tim Ballweg, Andre Tschöpe, Vitaly Biniyaminov, Matthias Franzreb

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LatentPINNs: Generative physics-informed neural networks via a latent representation learning by Mohammad H. Taufik, Tariq Alkhalifah

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Machine learning's model-agnostic interpretability on the prediction of students' academic performance in video-conference-assisted online learning during the covid-19 pandemic by Eka Miranda, Mediana Aryuni, Mia Ika Rahmawati, Siti Elda Hiererra, Albert Verasius Dian Sano

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Liquid Metal Reversible Contacts for Flexible Tactile Sensor with High Sensitivity and Wide Detection Range by Shuai Dong, Gang Ma, Zhaowan Xiong, Du‐An Ge, Yipu Guo, Weihua Li, Shiwu Zhang

“…Flexible tactile sensors inspired by human skin enable significant potential applications, including e‐skin for intelligent robotics, wearable healthcare devices, and human–machine interfaces. …”
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Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems by Maham Nayab, Asim Waris, Muhammad Jawad Khan, Dokhyl AlQahtani, Ahmed Imran, Syed Omer Gilani, Umer Hameed Shah

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Electrical Tissue Adhesives for Strain‐Insensitive In‐situ Biosensing by Tsz Hung Wong, Jiabin Liu, Yijie Cheng, Yilin Xie, Camryn Anway, Ruihao Lu, Chuwei Ye, Zhaohan Yu, Yuan Wang, Xinyue Liu, Shaoting Lin

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Conditional Tabular Generative Adversarial Net for Enhancing Ensemble Classifiers in Sepsis Diagnosis by Ahmed Alfakeeh, Mhd Saeed Sharif, Abin Daniel Zorto, Thiago Pillonetto

“…The study revealed that data balancing and augmentation on the ensemble machine learning algorithms boost the efficacy of clinical predictive models and can help clinics decide which data types are most important when examining patients and diagnosing sepsis early through intelligent human-machine interface.…”
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Woven, In‐Air, Textile Actuators by Conjugated Polymers and Solid‐State Electrolyte Tape Yarns by Carin Backe, Jose G. Martinez, Li Guo, Cedric Plesse, Edwin. W. H. Jager, Nils‐Krister Persson

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