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Deep learning and transformers’ methods applied to remotely captured data
The areas of machine learning and deep learning have experienced impressive progress in recent years. This progress has mainly been driven by the availability of high processing performance at an affordable cost and a large quantity of data. Most state-of-the-art techniques today are based on deep neural networks or the more recently proposed transformers. This progress has sparked innovations …
- Edition
- -
- ISBN/ISSN
- 9783725805860
- Collation
- x, 335 p.; ill.
- Series Title
- -
- Call Number
- 551.5028 DEE d
Applied mathematics and machine learning
The simultaneous availability of large datasets and high-performance computing capability in recent years has enabled the rapid development of powerful machine learning algorithms. On the one hand, state-of-the-art machine learning techniques have transformed many areas of science and engineering; on the other hand, theoretical discoveries in mathematical algorithms, differential equations, and…
- Edition
- -
- ISBN/ISSN
- 9783725812820
- Collation
- v, 161 p.: ill.
- Series Title
- -
- Call Number
- 519.8 APP a
Supersymmetric gauge field theory and string theory
David Bailin, Alexander Love.
- Edition
- -
- ISBN/ISSN
- 0750302682
- Collation
- xii, 322 p. : ill. ; 24 cm.
- Series Title
- Graduate student series in physics
- Call Number
- 530.142 BAI s
Darwinizing Gaia: natural selection and multispecies community evolution
A reinterpretation of James Lovelock's Gaia Hypothesis through the lens of Darwinian natural selection and multispecies community evolution. First conceived in the 1970s, James Lovelock's Gaia Hypothesis proposed that living organisms developed in tandem with their inorganic surroundings, forming a complex, self-regulating system. Today, most evolutionary biologists consider the theory probl…
- Edition
- -
- ISBN/ISSN
- 9780262380638
- Collation
- xxii, 247p.: ill.
- Series Title
- Vienna series in theoretical biology
- Call Number
- 570.1 DOO d
Multimodal literacy in school science: transdisciplinary perspectives on theo…
This book establishes a new theoretical and practical framework for multimodal disciplinary literacy (MDL) fused with the subject-specific science pedagogies of senior high school biology, chemistry and physics. It builds a compatible alignment of multiple representation and representation construction approaches to science pedagogy with the social semiotic, systemic functional linguistic-based…
- Edition
- -
- ISBN/ISSN
- 9780367714048
- Collation
- xvii, 286 p. : ill
- Series Title
- -
- Call Number
- 507.1 UNS m
Constructing science: connecting causal reasoning to scientific thinking in y…
Young children have remarkable capacities for causal reasoning, which are part of the foundation of their scientific thinking abilities. In Constructing Science, Deena Weisberg and David Sobel trace the ways that young children's sophisticated causal reasoning abilities combine with other cognitive, metacognitive, and social factors to develop into a more mature set of scientific thinking abili…
- Edition
- -
- ISBN/ISSN
- 9780262370615
- Collation
- xi, 374 p. : ill
- Series Title
- -
- Call Number
- 501 WEI c
Expanding horizons in the history of science: the comparative approach
This book challenges the common assumption that the predominant focus of the history of science should be the achievements of Western scientists since the so-called scientific revolution. The conceptual frameworks within which the members of earlier societies and of modern indigenous groups worked admittedly pose severe problems for our understanding. But rather than dismiss them on the grounds…
- Edition
- -
- ISBN/ISSN
- 9781316516249
- Collation
- 166 p
- Series Title
- -
- Call Number
- 509.01 LLO e
Law and policy for the quantum age
This book is the result of a chance meeting between the authorsm in the summer of 2019 on a 12-hour international flight. This was not a case of quantum superposition, but it certainly demonstrates the power of chance.The Oxford English Dictionary defines quantum as “A discrete quantity of electromagnetic energy proportional in magnitude to the frequency of the radiation it represents.”1 In…
- Edition
- -
- ISBN/ISSN
- 9781108883719
- Collation
- 602 p
- Series Title
- -
- Call Number
- 530.12 HOO l
Evolutionary Equations : Picard's Theorem for Partial Differential Equations,…
This open access book provides a solution theory for time-dependent partial differential equations, which classically have not been accessible by a unified method. Instead of using sophisticated techniques and methods, the approach is elementary in the sense that only Hilbert space methods and some basic theory of complex analysis are required. Nevertheless, key properties of solutions can be r…
- Edition
- 1
- ISBN/ISSN
- 9783030893972
- Collation
- xii, 317: ill.
- Series Title
- Operator Theory: Advances and Applications
- Call Number
- 515.35 CHR e
Wadi Flash Floods : Challenges and advanced approaches for disaster risk redu…
This open access book brings together research studies, developments, and application-related flash flood topics on wadi systems in arid regions. The major merit of this comprehensive book is its focus on research and technical papers as well as case study applications in different regions worldwide that cover many topics and answer several scientific questions. The book chapters comprehensivel…
- Edition
- 1
- ISBN/ISSN
- 9789811629044
- Collation
- XXVIII, 551 p. : ill.
- Series Title
- -
- Call Number
- 551.48909154 SUM w
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