This book proposes a method for estimating lithium battery state of charge (SOC) by fusing deep learning and filtering algorithms. It uses BiLSTM neural networks to overcome the limitations of standard LSTM, resulting in improved feature extraction and greater accuracy.
This book explores statistical physics, focusing on subjects from condensed matter to black holes. It discusses gas-liquid transitions, the entropy of earthquakes, the hadronization of the quark-gluon plasma, and the phase diagram of quantum chromodynamics.
This book provides the “picture of reality” for the quantum world that eluded Einstein. It offers a realistic interpretation compatible with all experimental evidence, plus new perspectives on dark energy, dark matter, and stellar collapse, summarizing 50 years of research.
Science Meets Sports
This book presents sports statistics to academics and fans alike. Even without advanced math knowledge, readers will gain completely new insights into their favourite sports by combining sports analytics, data visualisation, and advanced statistical procedures.
Safety Management for the City Gas Industry
City gas provides great convenience but also poses dangers. This book discusses safety issues from a management perspective, sorting out important Chinese laws and summarising practices and experiences to benefit professionals across the globe.
Water and Ions as the Conditions Necessary for the Presence of Life
This book explores the intricate interdependence between water and ions. Water is essential for life, but not always sufficient. It pursues an answer to this mystery, showing how metal ions like iron, calcium, and carbon complement water for sustaining life.
Modern Educational Methods and Strategies in Teaching Mathematics
Uncover the building blocks of primary math success and the motivational factors that drive students. This guide connects the development of student identity in secondary school to the critical role mathematical aptitude plays in a society’s economic prosperity.
This book integrates Western science with Oriental philosophy, proposing a unified theory of physics. Using a simple mathematical model, it explains the fundamental concepts of dynamics, connecting Newtonian mechanics, relativity, and quantum wave dynamics.
This book discusses advances in titanium dioxide nanocomposites. These materials have photocatalytic, virucidal, and antimicrobial efficacy for cleaning water and air, and can split water to generate chemical fuels, aiding in green and sustainable development.
The Rehabilitation of Historic Schools in Portugal
This book examines the adaptation of heritage schools for 21st-century needs. Using rehabilitated schools in Portugal as a case study, it assesses the effects of design decisions on cultural values, showing how material conservation can enhance the intangible.
This is the first book to present the direct method for solving inverse problems in X-ray spectroscopy, scattering, tomography, and reflectometry. It discusses the theory for multilayer structures and the phase problem in electron structural crystallography.
This book uses complexity research to overcome the categorizations and opposites that limit our descriptions of existence. It offers innovative philosophical insights to arrive at a unified vision of nature and society, governed by the same laws of non-linearity.
The Labeled Multi-Bernoulli Filter
This guide to labeled multi-Bernoulli filters for multi-object tracking combines essential theory with practical code examples. Learn to develop your own dependable tracking systems, easily adapted for applications in robotics, automotive engineering, and public safety.
This book presents the direct integration method, a tool for analyzing the elastic response of nonhomogeneous solids to thermal and force loadings. By reducing elasticity problems to integral equations, this method provides efficient, closed-form solutions for these materials.
This book explores the nonlinear features of natural phenomena through mathematical models. It focuses on practical methods to investigate these problems, presenting approaches applicable to a wide class of nonlinear equations and guiding even uninitiated readers.
For metrologists, this book provides deep knowledge on how to specify, calibrate, and measure with ultrasonic flow meters to meet legal requirements in custody transfer and fiscal applications for water, oil, and natural gas.
This book develops novel mathematical models to investigate the impacts of GHG emissions on coastal and marine ecosystems. It introduces optimal control strategies to mitigate these impacts, providing new methods for scientists working to maintain a healthy environment.
Virtual and Augmented Reality
This book explores the latest research in education design for virtual and augmented reality. Using numerous studies and examples, it will help the reader gain a better understanding of the nature of these realities and their applications in theory and practice.
This book discusses mathematical techniques for stellar kinematics, from classical methods like least squares to modern ones not in other texts, such as total least squares and semi-definite programming. For astronomers, students, engineers, and mathematicians.
This volume offers key insights into sound scattering, covering scatterers, waveguides, hydroacoustic antennas, and loudspeakers. It details numerical solutions to complex problems using the boundary element method.