Deciphering key parameters enhancing lentiviral vector producer cells yields: Vector components copy number and expression by Ana S. Formas-Oliveira, Mariana Valentim Ferreira, Ana Sofia Coroadinha

“…However, Pol and reverse transcriptase expressions were shown to be better indicators of potential functional titers. Envelope and transfer vector expression levels were key to attaining high functional particles yields. …”
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Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation. by Jong-Yun Park, Mitsuaki Tsukamoto, Misato Tanaka, Yukiyasu Kamitani

“…Although decoding visual content from functional MRI (fMRI) has seen significant success, reconstructing arbitrary sounds remains challenging due to the fine temporal structure of auditory signals and the coarse temporal resolution of fMRI. …”
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Stochastic blockmodeling of the modules and core of the Caenorhabditis elegans connectome. by Dragana M Pavlovic, Petra E Vértes, Edward T Bullmore, William R Schafer, Thomas E Nichols

“…We used the Caenorhabditis elegans (C. elegans) nervous system (connectome) as a model system in which biological knowledge about each node or neuron can be used to validate the functional relevance of the communities obtained. The deterministic algorithms derived communities with 4-5 modules, defined by sparse inter-connectivity between all modules. …”
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Phase Current Equalization Method of IPMSM-Based on-Board Boost Converter for Electric Vehicles by Yunkyung Hwang, Jaehong Kim, Minhyeok Lee, Juwon Choi, Kwanghee Nam

“…In this study, the complete IPMSM inductance model is utilized to obtain an analytical representation of the current ripple as a function of the switching duty and rotor angle. Based on this, the maximum charging current is estimated and the maximum charging power is also derived as a function of the rotor angle. …”
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The “Smart Home” Heat Supply System Based on District Heating with the Utilization of Secondary Energy Resources Using a heat Pump by I. L. Iokova, M. B. Perekhval, I. E. Migutskii

“…For clarity of the obtained data, a graph depicting the total steam load required for heating as a function of ambient temperature is constructed, as well as a graph showing the steam load as a function of the duration of the ambient temperature. …”
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Modelling multi-pulse population dynamics from ultrafast spectroscopy. by Luuk J G W van Wilderen, Craig N Lincoln, Jasper J van Thor

“…Specific capabilities (i.e. chirp and instrument response function) for the analysis of ultrafast pump-probe spectroscopic data are included. …”
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Lipocalin prostaglandin D synthase and PPARγ2 coordinate to regulate carbohydrate and lipid metabolism in vivo. by Sam Virtue, Mojgan Masoodi, Vidya Velagapudi, Chong Yew Tan, Martin Dale, Tapani Suorti, Marc Slawik, Margaret Blount, Keith Burling, Mark Campbell, Naomi Eguchi, Gema Medina-Gomez, Jaswinder K Sethi, Matej Orešič, Yoshihiro Urade, Julian L Griffin, Antonio Vidal-Puig

“…To determine if induction of L-PGDS was compensating for a lack of PPARγ2, we crossed L-PGDS KO mice to PPARγ2 KO mice to generate Double Knock Out mice (DKO). Using DKO mice we demonstrated a requirement of L-PGDS for maintenance of subcutaneous WAT (scWAT) function. …”
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Present Day Higher School in Russia: Challenges and Contradictions by V. I. Karpunin

“…The author shows that the key contradiction evident in the sphere of higher school of Russia, which gave birth to continuously existing problems makes professional community consider the nature of these phenomena and makes authorized representatives of power pay attention to inevitability of managerial paradigm modernization, to the necessity of introducing more tough, more formalized system of estimation criteria of efficiency of university functioning (the program of university development). …”
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DNA methylation differences between cord and adult white blood cells reflect postnatal immune cell maturation by Meaghan J. Jones, Chaini Konwar, Rebecca Asiimwe, Louie Dinh, Hamid Reza Razzaghian, Olivia de Goede, Julia L. MacIsaac, Alexander M. Morin, Kurt P. Kolsun, Kristina Gervin, Robert Lyle, Raymond T. Ng, Devin C. Koestler, Janine F. Felix, Pascal M. Lavoie, Wendy P. Robinson, Sara Mostafavi, Michael S. Kobor

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Microfluidic device for enhancement and analysis of osteoblast differentiation in three-dimensional cell cultures by Michael Killinger, Adéla Kratochvilová, Eva Ingeborg Reihs, Eva Matalová, Karel Klepárník, Mario Rothbauer

“…Moreover, biomechanical stimulation generated by fluid flow inside the arrayed chamber, was used to mimic a more dynamic cell environment emulating a highly vascularized bone we expected to improve the osteogenic 3D microenvironment in the developed multifunctional spheroid-array platform. …”
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Muscle Fat and Volume Differences in People With Hip‐Related Pain Compared With Controls: A Machine Learning Approach by Chris Stewart, Evert O. Wesselink, Zuzana Perraton, Kenneth A. Weber II, Matthew G. King, Joanne L. Kemp, Benjamin F. Mentiplay, Kay M. Crossley, James M. Elliott, Joshua J. Heerey, Mark J. Scholes, Peter R. Lawrenson, Chris Calabrese, Adam I. Semciw

“…These changes may facilitate greater muscular efficiency for a given load, enabling the athlete to maintain their normal level of function. In addition, the CNNs for muscle segmentation was more efficient and demonstrated excellent reliability in comparison to manual segmentations.…”
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Machine Learning Forecasting of Commercial Buildings’ Energy Consumption Using Euclidian Distance Matrices by Connor Scott, Alhussein Albarbar

“…By integrating custom-built models with existing energy data, the method applies calculated weighting through a distance matrix and accuracy coefficients to generate reliable forecasts. It uses readily available building attributes—such as floor area and functional type to position a new building within the matrix of existing data. …”
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RECURRENT DEPRESSIVE DISORDER,TYPE 2 DIABETES MELLITUSAND OXIDATIVE STRESS by P. Marinov, Y. Petkov

“…Because ROS is an essential mediator for the activation of pro-inflammatory signalling pathways, obesity and hyperglycaemia-induced ROS production may favour the induction of M1-like pro-inflammatory macrophages during the onset and progression of diabetes. By generating more reactive oxygen species (ROS) and upregulating markers of chronic inflammation, hyperglycaemia can lead to vascular dysfunction. …”
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RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and Inference by Wenying Guo, Shengdong Du, Jie Hu, Fei Teng, Yan Yang, Tianrui Li

“…This enables the language model to capture more deep semantic information while the loss function reconstructs the structure of the knowledge graph. …”
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Polyzwitterionic hydrogel using waste biomass as solar absorbent for efficient evaporation in high salinity brine by Wenzong Liu, Sihui Wang, Zhenglin Chen, Jiaqi Yang, Zhiling Li, Aijie Wang

“…However, the effective combination of functional evaporator backbones and solar absorbers for SVG enhancement remains challenging in high-salinity brines (≥ 10 wt%). …”
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High-entropy assisted capacitive energy storage in relaxor ferroelectrics by chemical short-range order by Tongxin Wei, Jinzhu Zou, Xuefan Zhou, Miao Song, Yan Zhang, Cewen Nan, Yuanhua Lin, Dou Zhang

“…Abstract Next-generation advanced high/pulsed power capacitors rely heavily on dielectric ceramics with high energy storage performance. …”
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Optimal Path Choice in Railway Passenger Travel Network Based on Residual Train Capacity by Fei Dou, Kai Yan, Yakun Huang, Li Wang, Limin Jia

“…Passenger’s optimal path choice is one of the prominent research topics in the field of railway passenger transport organization. More and more different train types are available, increasing path choices from departure to destination for travelers are unstoppable. …”
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Development of lesion and organ negative cast modelling technique for quality assurance and optimization of nuclear medicine images by Roberto Fedrigo, Robin J. N. Coope, Guillaume Chaussé, Ingrid Bloise, Claire Gowdy, François Bénard, Arman Rahmim, Carlos F. Uribe

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Morphological Research Directions at Neuroscience-Related Institutes of the German Max Planck Society, 1948–2002 by Frank W. Stahnisch

“…Pertaining to these overall developments in the Max Planck Society, a persistence of the “morphological paradigm” (microanatomy, pathology, comparative anatomy, etc.) can be identified as lasting until the 1960s. The newer “functional paradigm” (neurophysiology, electroencephalography, cybernetics, and behavioral studies) only became more visible when the first generations of the scientific leaders left their positions in this national research society. …”
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Safety of Magnetic Resonance Imaging in Patients with Cardiac Implantable Electronic Devices by Hugo Lanz, Katharina Strauß, Julia Höpler, Marie Kraft, Sabine Hoffmann, Leonhard Binzenhöfer, Nils Gade, Daniel Roden, Inas Saleh, Stefan Kääb, Korbinian Lackermair, Sebastian Sadoni, Christian Hagl, Steffen Massberg, Heidi Estner, Stephanie Fichtner, Enzo Lüsebrink

“…With an increasing number of patients requiring MRI for diagnostic purposes, the issue of safety in patients with cardiac implantable electronic devices (CIED) undergoing this imaging modality will play an ever more important role. The purpose of this study was to assess the safety and device function following MRI in an unrestricted real-world cohort of patients with a wide array of cardiac devices. …”
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