Bayesian model parameter learning in linear inverse problems: application in EEG focal source imaging by Alexandra Koulouri, Ville Rimpiläinen

“…EEG source imaging) under the condition that the electrical conductivity of the patient’s skull was unknown in the model. …”
Get full text

Performance Model of General Air Source Heat Pump in a Single Frost/Defrost Cycle by Li Ning, Shi Wenxing, Wang Baolong, Li Xianting

“…The physical characteristics and energy consumption of general air source heat pump system in a frost/defrost cycle is analyzed based on the first law of thermodynamics and a generalized performance model is deduced, which can be used for the prediction of performance difference and optimization of existing technologies. …”
Get full text

On Approximation of Entropy Solutions for One System of Nonlinear Hyperbolic Conservation Laws with Impulse Source Terms by Ciro D'Apice, Peter I. Kogut, Rosanna Manzo

“…We study one class of nonlinear fluid dynamic models with impulse source terms. The model consists of a system of two hyperbolic conservation laws: a nonlinear conservation law for the goods density and a linear evolution equation for the processing rate. …”
Get full text

A multi-source melt pool compilation for vision-based analytics applications in additive manufacturing by William Jabbour, Mutahar Safdar, Jiarui Xie, Yaoyao Fiona Zhao

“…To address this, we introduce Melt-Pool-Kinetics, a curated dataset compiled from 32 datasets across 23 sources, totaling 1.9 TB of raw data and released as a 48.6 GB HDF5 collection. …”
Get full text

Pathological Voice Source Analysis System Using a Flow Waveform-Matched Biomechanical Model by Xiaojun Zhang, Lingling Gu, Wei Wei, Di Wu, Zhi Tao, Heming Zhao

“…A fitting procedure combining genetic particle swarm optimization and a quasi-Newton method was developed to optimize the biomechanical model parameters and match the targeted voice source. …”
Get full text

Numerical Aeroacoustic Assessment of a Metacontinuum Device Impinged by a Laser-Generated Sound Source by Giada Colombo, Giorgio Palma, Umberto Iemma

“…In the present paper, the response of a spacetime-corrected metacontinuum is coupled with a high-fidelity aeroacoustic model of the hosting fluid to allow for the modelling of actual experimental realizations of a laser-generated sound source. The availability of a reliable model to couple the convective metacontinuum design with the heat-release source would make possible the systematic cross-validation of the numerical simulations with the experimental results obtained in the most advanced testing facilities, paving the way to an effective inclusion of metacontinuum-based devices in aeronautics and, finally, in a simulation-based, multidisciplinary design optimization framework. …”
Get full text

Transforming waste into value: Advancements in protein recovery and functional product development from wastewater sources by Thirugnanasambandham Karchiyappan, Parameswari Ettiyagounder, Paul Sebastian Selvaraj, Krishnan Ramanujam

“…Techniques like filtration, precipitation, and ultrafiltration (UF) combined with forward osmosis (FO) achieve up to 98 % efficiency in recovering proteins from dairy wastewater. Other sources, including mung bean, tannery, soybean, silk degumming, dairy, and potato starch wastewater, report recovery exceeding 90 %. …”
Get full text

Risk Assessment of Dynamic Diffusion of Urban Non-Point Source Pollution Under Extreme Rainfall by Ting Wen, Chuanxun Li, Jiawen Liu, Peng Wang

“…This study can support the targeted governance of pollution sources and land planning optimization in urban storm and flood management, and help reduce environmental health risks in extreme climates.…”
Get full text

Magnetic Source Detection Using an Array of Planar Hall Effect Sensors and Machine Learning Algorithms by Miki Vizel, Roger Alimi, Daniel Lahav, Moty Schultz, Asaf Grosz, Lior Klein

“…To address this, we employed the Levenberg–Marquardt Algorithm (LMA) as a deterministic optimization method to estimate the magnetic source’s position and parameters, as well as machine earning (ML) algorithms, which consist of a Fully Connected Neural Network (FCNN). …”
Get full text

A statistical insight to exploration of medicinal wastewater as a source of thermostable lipase-producing microorganisms. by Sisir Rajak, Shaikh Rajesh Ali, Baidyanath Pal, Sibani Sen Chakraborty

“…These findings highlight the industrial relevance of medicinal wastewater as a source of thermostable lipase-producing bacteria.…”
Get full text

Real-time prediction model of public safety events driven by multi-source heterogeneous data by Quanlong Fan, Gang Xu

“…To address the challenge of efficiently integrating multi-source heterogeneous data to improve the accuracy of public safety event prediction, this study proposes and validates a novel public safety event prediction model, GATPNet, based on multi-source heterogeneous data. …”
Get full text

Multi-Source Heterogeneous Data-Driven Digital Delivery System for Oil and Gas Surface Engineering by Wei Zhang, Zhixiang Dai, Taiwu Xia, Gangping Chen, Yihua Zhang, Jun Zhou, Cui Liu

Get full text

Phycocyanin extraction from Limnospira spp.: sustainable source of natural blue color for the food industry by Mariacristina D'Ascoli, Antonio L. Langellotti, Giovanni L. Russo, Angela Sorrentino, Prospero Di Pierro

“…The cyanobacteria of the genus Limnospira spp. are the main source of commercially available PC. The extraction and purification processes showed high variability in yield, purity, quality and environmental and economic sustainability. …”
Get full text

Application of non-contact infrared monitoring technology in marine controlled-source electromagnetic transmission systems by C. Wang, M. Deng, Z. Ren, M. Wang

“…<p>In recent years, marine controlled-source electromagnetic (MCSEM) systems have become increasingly crucial for offshore resource exploration. …”
Get full text

Measured spectrum environment map dataset with multi-radiation sources in urban scenariosMendeley Data by Haotian Zou, Qiuming Zhu, Qianhao Gao, Jie Wang, Zhipeng Lin, Yang Huang, Qihui Wu, Weizhi Zhong

“…The key feature of this dataset is its realistic representation of nonline ar characteristics of propagation channel in a multi-radiation source coexistence scenario. Its applications include the verification of spectrum map completion algorithms, wireless channel modelling, deep learning-driven signal prediction, and the optimization of Wi-Fi/cellular networks.…”
Get full text

Influence of internal heat source on penetrative convection in a dual-component hybrid nanofluid layer by Y.H. Gangadharaiah, Manjunatha N, M. Girinath Reddy, Maryam Ali Alghafli, Irshad Ayoob, Nabil Mlaiki

“…This study investigates the influence of internal heat sources on penetrative convection in a horizontal layer of a common composite nanofluid subjected to bottom heating and salting. …”
Get full text

Regional Soil Moisture Estimation Leveraging Multi-Source Data Fusion and Automated Machine Learning by Shenglin Li, Pengyuan Zhu, Ni Song, Caixia Li, Jinglei Wang

Get full text

Monitoring water quality parameters using multi-source data-driven machine learning models by Yubo Zhao, Mo Chen, Jinyu He, Yanping Ma

Get full text

BirdRecon: A free open source tool for image based bird species recognition by Hari Kishan Kondaveeti, Nabin Kumar Upadhaya, Dheeraj Sai Tukkugudam, Rahul Panigrahi, Sirivella Madhan Chandra Mouli, Valli Kumari Vatsavayi, Nagendra Panini Challa

“…This study introduces BirdRecon, an open-source bird species recognition system developed to enhance birdwatching, ornithological research, and biodiversity conservation. …”
Get full text

Research and Design of an Active Light Source System for UAVs Based on Light Intensity Matching Model by Rui Ming, Tao Wu, Zhiyan Zhou, Haibo Luo, Shahbaz Gul Hassan

“…Furthermore, optimization experiments are conducted on the variable active light source module. …”
Get full text