Table of Content

Open Access Original Research

Online State of Charge Prediction in Next Generation Vehicle Batteries Using Deep Recurrent Neural Networks and Continuous Model Size Control

Received: 31 July 2020;  Published: 12 January 2021;  doi: 10.21926/jept.2101003

Abstract

This investigation presents a data-driven Long-short Term Memory battery model for predicting State of Charge for lithium-ion batteries LiFePO4 for next-generation vehicle operations. Our modified algorithm builds and updates a model using multivariate inputs that include physical properties, voltage, current, and ambient temperature during operations. The primary research goal is to improve prediction performance on future values from multiple training examples using an online learning scheme. Initial results demo [...]

2225 11646

Open Access Review

New Technologies to Support People with Neurodevelopmental Disorders: A Selective Review

Received: 04 September 2022;  Published: 13 March 2023;  doi: 10.21926/obm.neurobiol.2301163

Abstract

Neurodevelopmental disorders represent a cluster of conditions first diagnosed during childhood or adolescence (i.e., including intellectual disability, autism spectrum disorders, motor deficits, and communication deficits). The main characteristic of neurodevelopmental disorders is the presence of a deficit or a delay in the acquisition of skills that may affect different areas of evolution (e.g., cognitive, affective, and motor). These clinical conditions make the child or adolescent passive, isolated, and unable [...]

1741 11643

Open Access Review

Current Advancements in the Behavior Analysis of EPDM Elastomers in Peripheral Applications of the Cathodic Side of PEMFC Systems

Received: 30 June 2024;  Published: 04 November 2024;  doi: 10.21926/rpm.2404026

Abstract

This review examines the latest developments in the study of how Ethylene Propylene Diene Monomer (EPDM) elastomers behave in peripheral applications of Proton Exchange Membrane Fuel Cells (PEMFCs), specifically on the cathodic side. The review highlights the crucial role of EPDM in maintaining the integrity and efficiency of PEMFCs in challenging conditions characterized by varying temperatures, humidity, and acidic environments. The study examines the impact of various additives and vulcanization procedures on EP [...]

1670 11634

Open Access Editorial

Gender Differences in Manual, Electro, and Laser Acupuncture

Received: 08 January 2020;  Published: 14 January 2020;  doi: 10.21926/obm.icm.2001003

Abstract

Acupuncture, being a unique method, is a millennia-old tradition in the field of Chinese medicine. However, it is surprising that there are very few scientific publications on acupuncture and its gender-specific effects. This article summarizes the previous work from the perspective of both Western and Eastern medicine, involving manual acupuncture, electro-acupuncture, and modern innovative laser acupuncture. There is scientific evidence that future gender-specific considerations should be included in the assessme [...]

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Open Access Technical Note

Interphase Quantitative Fluorescence in Situ Hybridization (IQ-FISH)

Received: 02 February 2019;  Published: 20 March 2019;  doi: 10.21926/obm.genet.1901067

Abstract

Fluorescence in situ hybridization (FISH) seems to be the most applicable and versatile molecular cytogenetic platform for visual interphase chromosome analysis offering a variety of opportunities for studying chromosomal structure and behaviour at the highest microscopic resolution and at all stages of the cell cycle. Quantitative assessment of FISH results has been repeatedly shown to increase the efficiency of FISH-based approaches. Here, we explore the potential of interphase quantitative FISH (IQ-FISH), which [...]

2022 11621

Open Access Original Research

Burnout Among Special Education Teachers and the Role of Individual, Interpersonal, and Organizational Risk and Protective Factors

Received: 30 March 2023;  Published: 10 August 2023;  doi: 10.21926/obm.icm.2303033

Abstract

Burnout is a syndrome commonly characterized by the three dimensions of Maslach and Leiter's model, namely emotional exhaustion, depersonalization, and lack of professional accomplishment. While burnout affects individuals in all professions, teachers are recognized as being at particular risk, a fact explained in the literature by the high level of relational demands inherent to the profession. During the pandemic and subsequently, these demands have even increased. Several studies have focused on the influence of [...]

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Open Access Research Article

Harvesting the Potential of CO2 before it is Injected into Geological Reservoirs

Received: 28 October 2021;  Published: 22 December 2021;  doi: 10.21926/jept.2104050

Abstract

To store CO2 in geological reservoirs, expansion valves have been used to intentionally release supercritical CO2 from high-pressure containers at a source point to lower-pressure pipelines and transport to a selected injection site. Using expansion valves, however, has some shortcomings: (i) the fluid potential, in the form of kinetic energy and pressure which can produce mechanical work or electricity, is wasted, and (ii) due to the Joule-Thomson cooling effect, the reduction in the temperature of the released CO [...]

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Open Access Review

Allogeneic Stem Cell Transplantation: Current Status and Future Directions

Received: 03 August 2024;  Published: 12 March 2025;  doi: 10.21926/obm.transplant.2501241

Abstract

Allogeneic stem cell transplantation (allo-SCT) improves the treatment of hematopoietic cancer and non-malignant disease. In this case, stem cells from a genetically similar but not identical donor may stimulate immune-mediated tumor cell destruction. Allogeneic stem cell transplantation, or allo-SCT, has significantly extended the life expectancy of numerous people. Nevertheless, complications such as infections, graft-versus-host disease (GVHD), and recurrence continue. This paper provides a thorough analysis of [...]

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Open Access Original Research

Kinetics and Thermodynamics of the Pyrolysis of Waste Polystyrene over Natural Clay

Received: 22 July 2022;  Published: 01 November 2022;  doi: 10.21926/aeer.2204044

Abstract

Due to the massive increase in polymer manufacture, there has been a remarkable increase in plastic waste. With fewer landfills being used to dump plastic waste each year, it is becoming increasingly important to use effective recycling methods for plastic waste decomposition. In the present work, waste polystyrene was degraded in the presence of natural clay (K0.02, Ca0.15 [Mg0.25, Al0.69, Fe0.06], [Si2.0, Al0.6] O6.8 (O10) nH2O). The waste polymer was pyrolyzed at different heating rates i.e., 5, 10, 15 and 20&#x [...]

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Open Access Original Research

Dynamic Functional Connectivity Fading Analysis and Classification of Alzheimer’s Disease, Mild Cognitive Impairment and Normal Control Subjects based on Resting-State fMRI Data

Received: 29 September 2019;  Published: 01 June 2020;  doi: 10.21926/obm.neurobiol.2002059

Abstract

In this paper, motivated by the fading effect in wireless communications, where severe channel fading is related to information loss during the transmission, we evaluate and analyze the fading effect in time-varying functional connectivity of AD, MCI and NC subjects based on the resting-state fMRI data, and then apply that for AD, MCI, NC classification. We show that in some critical brain regions, compared with NC subjects, AD subjects suffer more severe and long lasting fading in the functional connectivity level [...]

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