scholarly journals On the Cauchy Problem of Vectorial Thermostatted Kinetic Frameworks

Symmetry ◽  
2020 ◽  
Vol 12 (4) ◽  
pp. 517
Author(s):  
Carlo Bianca ◽  
Bruno Carbonaro ◽  
Marco Menale
Keyword(s):  
Cauchy Problem ◽  
Mathematical Analysis ◽  
Social Systems ◽  
Future Research ◽  
Research Directions ◽  
State Variable ◽  
The Cauchy Problem ◽  
Uniqueness Of The Solution ◽  
Global Existence And Uniqueness ◽  
Future Research Directions

This paper is devoted to the derivation and mathematical analysis of new thermostatted kinetic theory frameworks for the modeling of nonequilibrium complex systems composed by particles whose microscopic state includes a vectorial state variable. The mathematical analysis refers to the global existence and uniqueness of the solution of the related Cauchy problem. Specifically, the paper is divided in two parts. In the first part the thermostatted framework with a continuous vectorial variable is proposed and analyzed. The framework consists of a system of partial integro-differential equations with quadratic type nonlinearities. In the second part the thermostatted framework with a discrete vectorial variable is investigated. Real world applications, such as social systems and crowd dynamics, and future research directions are outlined in the paper.

Deepfake videos: synthesis and detection techniques –a survey

2021 ◽  
pp. 1-21
Author(s):  
Shahela Saif ◽  
Samabia Tehseen
Keyword(s):  
Social Systems ◽  
Generative Models ◽  
Detection Methods ◽  
Future Research ◽  
Fake News ◽  
Research Directions ◽  
Detection Techniques ◽  
Future Research Directions ◽  
Video Creation ◽  
The One

Deep learning has been used in computer vision to accomplish many tasks that were previously considered too complex or resource-intensive to be feasible. One remarkable application is the creation of deepfakes. Deepfake images change or manipulate a person’s face to give a different expression or identity by using generative models. Deepfakes applied to videos can change the facial expressions in a manner to associate a different speech with a person than the one originally given. Deepfake videos pose a serious threat to legal, political, and social systems as they can destroy the integrity of a person. Research solutions are being designed for the detection of such deepfake content to preserve privacy and combat fake news. This study details the existing deepfake video creation techniques and provides an overview of the deepfake datasets that are publicly available. More importantly, we provide an overview of the deepfake detection methods, along with a discussion on the issues, challenges, and future research directions. The study aims to present an all-inclusive overview of deepfakes by providing insights into the deepfake creation techniques and the latest detection methods, facilitating the development of a robust and effective deepfake detection solution.

Biomechanics of oral implants: future research directions

1988 ◽  
Vol 52 (12) ◽  
pp. 775-787 ◽  
Author(s):  
JB Brunski
Keyword(s):  
Future Research ◽  
Research Directions ◽  
Oral Implants ◽  
Future Research Directions

School Consultation Research: Methodological Critique and Future Research Directions

1987 ◽  
Vol 16 (3) ◽  
pp. 306-316 ◽  
Author(s):  
Frank M. Gresham ◽  
Ginger K. Kendell
Keyword(s):  
Future Research ◽  
School Consultation ◽  
Research Directions ◽  
Future Research Directions

Managing the risks from petroleum hydrocarbons at contaminated sites: achievements and future research directions

2005 ◽  
Vol 13 (2) ◽  
pp. 115-122 ◽  
Author(s):  
S.J.T. Pollard ◽  
R. Duarte-Davidson ◽  
K. Askari ◽  
E. Stutt
Keyword(s):  
Petroleum Hydrocarbons ◽  
Contaminated Sites ◽  
Future Research ◽  
Research Directions ◽  
Future Research Directions

Developing Management from Islamic Perspectives (MIP) as a Formal Academic Discipline

2009 ◽  
Vol 26 (1) ◽  
pp. 46-69
Author(s):  
Shamas-Ur-Rehman Toor
Keyword(s):  
Literature Review ◽  
Academic Discipline ◽  
Real Life ◽  
Growth Potential ◽  
Future Research ◽  
Business Practices ◽  
Research Directions ◽  
International Consortium ◽  
Future Research Directions ◽  
Scholarly Attention

Management from Islamic Perspectives (MIP) is an emerging field that has begun to attract scholarly attention. However, the research undertaken so far has been rather fragmented and lack a clear agenda. This paper presents a literature review of the field and the areas of current focus. Although the field has a huge growth potential, I argue that it faces several challenges and problems as it develops further. I outline these potential pitfalls, suggest how to develop MIP as a formal discipline, and explain how to integrate it within real-life business practices. The article closes with a call for research to be conducted in a more organized fashion through an international consortium of researchers as well as recommendations for future research directions.

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