The title of this book, Math in the Time of Corona, has been drawn from the highly acclaimed novel by Gabriel García Márquez, Love in the Time of Cholera. The volume editor, Alice Wonders, holds a fictitious name that represents the mathematics publishing group at Springer Nature. Undeterred by disasters, so many mathematical and scientific discoveries have been made during times of duress or confinement. Unlike most any other subject, mathematics may be researched from anywhere. Covid-19, like Cholera, implementation of vaccinations have been uneven throughout the globe since the beginning of 2021. However, there has been a renewed hope for a return to normalcy though the timing will no doubt vary worldwide. Essays in this volume vary in topic and are written by members of the greater mathematics community, hence the use of “Math” in the book title. They recount or describe significant or noteworthy discoveries, musings, award winnings, eureka moments, challenges, solutions, inspirations, etc. that have resulted from, or have occurred during, an unprecedented global pandemic. Several of the authors have been involved in starting new research and devising new methodologies related to society’s response to the outbreak and its ability to self-organize during a dramatic and complex situation. Some contributions describe how mathematical models and the management of big data have proved to be fundamental tools for the interpretation of epidemic activity and development of coping mechanisms.

This book focuses on the impact of COVID-19 on Latino/a/e/x students, families, and communities across the educational continuum to better understand the challenges faced by them. The COVID-19 pandemic has revealed the gross inequities that exist for Latino students with respect to access to quality technology, highly qualified and culturally competent teachers, bilingual or multilingual information for parents, and printed materials and support for students and their parents as they move to online formats. This book documents the multifaceted impact on Latino students and their families as they attempted to navigate educational spaces. It offers important insights into interventions and responsive policy to ensure Latino students are afforded equitable solutions and educational opportunities, institutions, and systems, by focusing on the following: (1) How are Latino students, parents, and communities responding to the demands of education while balancing the adverse effect of COVID-19 on their families and community? (2) How are IHEs responding to the needs of their diverse students? Are they providing broader supports to their first-generation, low-income, or immigrant students? (3) What role does education policy have in ensuring broader Latinx access and opportunity and ultimately impacting a rebound strategy at the local, state, and national level? As Latino students are more likely to be first-generation students or the children of immigrants in many states, it is critical for public education systems to provide academic infrastructure that is asset based, culturally and resource responsive, and committed to equity. This unique publication, which first appeared as a special issue of the Journal of Latinos and Education, provides an important account of the varied experiences of Latino students at all levels across the educational continuum during the COVID-19 pandemic.

This book comprises the proceedings of the International Conference on Machine Vision and Augmented Intelligence (MAI 2022). The conference proceedings encapsulate the best deliberations held during the conference. The diversity of participants in the event from academia, industry, and research reflects in the articles appearing in the book. The book encompasses all industrial and non-industrial applications. This book covers a wide range of topics such as modeling of disease transformation, epidemic forecast, image processing, and computer vision, augmented intelligence, soft computing, deep learning, image reconstruction, artificial intelligence in health care, brain-computer interface, cybersecurity, social network analysis, and natural language processing.​

Mathematical Modeling, Simulations, and Artificial Intelligence for Emergent Pandemic Diseases: Lessons Learned from COVID-19 includes new research, models and simulations developed during the COVID-19 pandemic into how mathematical methods and practice can impact future response. Chapters go beyond forecasting COVID-19, bringing different scale angles and mathematical techniques (e.g., ordinary differential and difference equations, agent-based models, artificial intelligence, and complex networks) which could have potential use in modeling other emergent pandemic diseases. A major part of the book focuses on preparing the scientific community for the next pandemic, particularly the application of mathematical modeling in ecology, economics and epidemiology. Readers will benefit from learning how to apply advanced mathematical modeling to a variety of topics of practical interest, including optimal allocations of masks and vaccines but also more theoretical problems such as the evolution of viral variants. - Provides a comprehensive overview of the state-of-the-art in mathematical modeling and computational simulations for emerging pandemics - Presents modeling techniques that go beyond COVID-19, and that can be applied to tailoring interventions to attenuate high death tolls - Includes illustrations, tables and dialog boxes to explain highly specialized concepts and insights with complex algorithms, along with links to programming code

This poignant book delves into the profound impact of the COVID-19 pandemic on New York City, aptly known as the ‘Capital of the World.’ Divided into three compelling parts, it unravels the harrowing narrative through text and captivating imagery. In the first part, readers are immersed in a comprehensive chronicle of the pandemic, capturing its relentless grip on the city and its inhabitants. It delves into the multifaceted consequences that unfolded, encompassing the devastating toll on healthcare, the economy, culture, and the collective psyche of New York City. This section serves as a somber reflection on the overwhelming challenges faced by the city, painting a vivid picture of the trials and tribulations endured. The second part presents a surrealistic photographic testimony, allowing readers to witness the haunting transformation of New York City during the COVID lockdown. Through historically unique images, the book spotlights the eerily deserted streets and iconic landmarks that once thrived with vibrant energy. This visual exploration serves as a poignant reminder of the stark contrast between the city’s bustling past and its hauntingly quiet present, leaving a lasting impression of the profound impact the pandemic had on its urban landscape. The third part focuses on some positive aspects of the pandemic, despite its gruesome human toll, as it concerns many aspects of our daily life, work, and the environment. It exposes how and why the pandemic has changed our perspective on life. Together, these three parts create a poignant and powerful account of the COVID-19 pandemic’s impact on New York City. The book exposes the raw reality of the crisis while also offering glimpses of resilience and hope, showcasing the indomitable spirit of the city and its residents as they fought back against this devastating health crisis.