Generalizable, fast, and accurate DeepQSPR with fastprop by Jackson W. Burns, William H. Green

“…This paper introduces fastprop, a software package and general Deep-QSPR framework that combines a cogent set of molecular descriptors with deep learning to achieve state-of-the-art performance on datasets ranging from tens to tens of thousands of molecules. fastprop provides both a user-friendly Command Line Interface and highly interoperable set of Python modules for the training and deployment of feedforward neural networks for property prediction. …”
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Une diversité de configurations d'apprentissage en situation de travail pour réduire l’usage des engrais et pesticides agricoles by Émilia Chantre, Marianne Le Bail, Marianne Cerf

“…Each stage of the learning process has been characterized by a set of variables, themselves characterized by a set of modalities. …”
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Face to Face: Anthropometry-Based Interactive Face Shape Modeling Using Model Priors by Yu Zhang, Edmond C. Prakash

“…Our method establishes an intuitive and efficient interface to facilitate procedures for interactive 3D face modeling and editing. …”
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Comparative Study of Semiconductors Bismuth Iodate, Bismuth Triiodide and Bismuth Trisulphide Crystals by T.K. Patil, M.I. Talele

“…The mouth of test tube was covered by cotton plug and kept it for the setting. After setting the gel, it was left for aging. …”
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Exceptionally high brightness and long lifetime of efficient blue OLEDs for programmable active-matrix display by Chengcheng Wu, Kai-Ning Tong, Kefei Shi, Wei He, Manli Huang, Jie Yan, Siqi Li, Zhaoyun Jin, Xin Wang, Sinyeong Jung, Jingrui Ma, Yixi Zhuang, Rong-Jun Xie, Cunjiang Yu, Hong Meng, Xiao Wei Sun, Chuluo Yang, Yun Chi, Feiyu Kang, Guodan Wei

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Broadband transfer of binary images via optically long wire media by Vovchuk Dmytro, Khobzei Mykola, Apostoliuk Mykhailo, Tkach Vladyslav, Simovski Constantin

“…We have shown that a discrete image formed by a set of point sources TM-polarized with respect to the WM can be transferred from the input to the output of the endoscope in a very broad frequency band. …”
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A robust covariate‐invariant gait recognition based on pose features by Anubha Parashar, Apoorva Parashar, Rajveer Singh Shekhawat

“…Furthermore, these one‐dimensional identification vectors are stored in a data set along with the name of the person walking in the video. …”
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pyJSON Schema Loader and JSON Editor: A tool for file-based metadata management by Nick Plathe, Markus M. Becker, Steffen Franke

“…It is used to document data sets, data collections and devices in a local file structure, intending to support the transition from paper-based documentation to more modern research data management workflows, while sustaining a uniform and standardised structure, without the need to bind users to an often complex and resource demanding database system.…”
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Photophysiology data from smooth cordgrass (Sporobolus alterniflorus) measured in a North American saltmarsh using pulse amplitude modulated (PAM) fluorescenceTexas Data Repository by Daniel Conrad Ogilvie Thornton

“…Coastal saltmarshes play an important role as an interface between terrestrial and marine environments. …”
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Contribution of Jitter and Phase Noise to the Precision of Sinusoidal Amplitude Estimation Using Coherent Sampling by Francisco A. C. Alegria

“…Estimating the amplitude of a sinewave from a set of data points is a common procedure in various applications. …”
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Regenerating Archives in the Digital Age Between Tradition and Innovation: The Archive of the Capitolo of Laterza by Nicola Barbuti, Stefania Riso

“…The project initially focused on digitizing both documentary sets and digitally reconstructing the original archival organization of the documents within the ancient Capitolo Archive. …”
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A Novel Boundary-Type Meshless Method for Modeling Geofluid Flow in Heterogeneous Geological Media by Jing-En Xiao, Cheng-Yu Ku, Chih-Yu Liu, Wei-Chung Yeih

“…The numerical solutions of geofluid flow are approximated by a set of particular solutions of the subsurface flow equation which are expressed in terms of sources located outside the domain of the problem. …”
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Electroencephalogram Based Emotion Recognition Using Hybrid Intelligent Method and Discrete Wavelet Transform by Duy Nguyen, Minh Tuan Nguyen, Kou Yamada

“…Electroencephalography-based emotion recognition is essential for brain-computer interface combined with artificial intelligence. This paper proposes a novel algorithm for human emotion detection using a hybrid paradigm of convolutional neural networks and a boosting model. …”
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Head-Related Transfer Function Selection Using Neural Networks by Shu-Nung YAO, Tim COLLINS, Chaoyun LIANG

“…In binaural audio systems, for an optimal virtual acoustic space a set of head-related transfer functions (HRTFs) should be used that closely matches the listener’s ones. …”
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Identification of Papua Cenderawasih Batik Motifs using Local Binary Pattern and K-Nearest Neighbor by Dian Dwi Ariani, Sitti Zuhriyah, Eva Yulia Puspaningrum, Mahabintang Pallawabonang

“…Future research could improve model accuracy by utilizing larger data sets and classification algorithms to make the models more accurate.…”
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Access Efficiency to Data in DIM DBMS by D. V. Antonov, V. S. Roublev

“…Described object DIM DBMS features based on the use of the classes of objects relations as objects sets (inheritance, inclusion, interaction and history) and objects relations (inheritance, internal inheritance, inclusion, internal inclusion, interaction and history). …”
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Sor Juana Inés et le programme Phœbus : tester sur le gongorisme un logiciel d’exploration de l’intertextualité by Mercedes Blanco

“…It is less interested in finding hypertextual relations than evaluating the capabilities and limits of the tool, as well as determining what could make it more efficient through consideration of its potential application to a larger, and less studied, set of texts. The conditions for the feasibility of this project include, in addition to the development of the software and its interface, a good number of seventeenth-century works (in verse and prose) in a reliable version and in a convenient format.…”
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Visual Effects Created by Perforated Windows in Yangzhou Salt Merchant Gardens: A Case Study of the Ho Family Garden by Tao Wu, Yuanhua Shao

“…The survey reveals that the setting characteristics of the perforated windows are related to the mode of spatial enclosure. …”
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MI-Sim: A MATLAB package for the numerical analysis of microbial ecological interactions. by Matthew J Wade, Jordan Oakley, Sophie Harbisher, Nicholas G Parker, Jan Dolfing

“…Mathematical modelling, using mechanistic approaches to describe the dynamic behaviour and properties of the system through sets of ordinary differential equations, has been used extensively in ecology. …”
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Experimental and Numerical Study of the Jib Connection Frame of a Wheeled Crane by Bowen Guan, Kai Cheng, Erfei Zhao

“…A comparison between the experimental data and the finite element analysis results shows that the two are highly consistent in terms of failure load and damage location, revealing the mechanical characteristics of the transverse connection interface as a new type of failure-sensitive region. …”
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