ALBERT

Anmerkung: Einleitung --- I Angewandte Mathematik und Grundlagen für das Machine Learning --- Lineare Algebra --- Wahrscheinlichkeits- und Informationstheorie --- Numerische Berechnung --- Grundlagen für das Machine Learning --- II Tiefe Netze: Zeitgemäße Verfahren --- Tiefe Feedforward-Netze --- Regularisierung --- Optimierung beim Trainieren von tiefen Modellen --- CNNs --- Sequenzmodellierung: RNNs und rekursive Netze --- Praxisorientierte Methodologie --- Anwendungen --- III Deep-Learning-Forschung --- Lineare Faktorenmodelle --- Autoencoder --- Representation Learning --- Strukturierte probabilistische Modelle für Deep Learning --- Monte-Carlo-Verfahren --- Die Partitionsfunktion --- Approximative Inferenz --- Tiefe generative Modelle --- Literaturverzeichnis --- Abkürzungsverzeichnis --- Index

Anmerkung: Table of Contents Part 1 Supplementary Papers and Items Introduction Walter Brian Harland Geological Society, London, Special Publications, 5, 3-7, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.01 The pre-Pleistocene Phanerozoic time-scale — a review Richard St John Lambert Geological Society, London, Special Publications, 5, 9-31, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.02 The pre-Pleistocene Phanerozoic time-scale — further data Richard St John Lambert Geological Society, London, Special Publications, 5, 33-34, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.03 Notes on Pleistocene radiometric age-determinations itemized in this volume Nicholas John Shackleton Geological Society, London, Special Publications, 5, 35-37, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.04 Isotope dating in the U.S.S.R.—an essay-review Nicholas Rast Geological Society, London, Special Publications, 5, 39-49, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.05 Items - Introduction Edward Howel Francis Geological Society, London, Special Publications, 5, 51-52, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.06 Items - Items 338-404 Geological Society, London, Special Publications, 5, 53-111, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.07 Part 2 Towards a Pleistocene Time-scale Summary Percy Evans Geological Society, London, Special Publications, 5, 123-124, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.08 1. Introduction Percy Evans Geological Society, London, Special Publications, 5, 125-126, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.09 2. The Pleistocene palaeomagnetic time-scale Percy Evans Geological Society, London, Special Publications, 5, 127-151, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.10 3. Paleomagnetic dating Percy Evans Geological Society, London, Special Publications, 5, 152-162, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.11 4. The 40 000 year cycle Percy Evans Geological Society, London, Special Publications, 5, 163-180, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.12 5. A possible framework for a Pleistocene classification Percy Evans Geological Society, London, Special Publications, 5, 181-183, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.13 6. The climatic sequence in Atlantic and Caribbean deep-sea cores Percy Evans Geological Society, London, Special Publications, 5, 184-216, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.14 7. The deep-sea cores of the Pacific Percy Evans Geological Society, London, Special Publications, 5, 217-228, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.15 8. The climatic sequence in cores from the Mediterranean Sea, Indian Ocean and Antarctic Ocean Percy Evans Geological Society, London, Special Publications, 5, 229-232, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.16 9. Radiometric dates Percy Evans Geological Society, London, Special Publications, 5, 233-256, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.17 10. The climatic sequences in lacustrine boreholes Percy Evans Geological Society, London, Special Publications, 5, 257-265, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.18 11. Dates of high-sea-levels derived by extrapolariation from radiometric ages Percy Evans Geological Society, London, Special Publications, 5, 266-270, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.19 12. Some problems of chronology and classification Percy Evans Geological Society, London, Special Publications, 5, 271-281, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.20 13. River terraces and shore-lines in southern England Percy Evans Geological Society, London, Special Publications, 5, 282-300, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.21 14. East Anglia and Essex Percy Evans Geological Society, London, Special Publications, 5, 301-304, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.22 15. The Oxford area Percy Evans Geological Society, London, Special Publications, 5, 305-309, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.23 16. The Severn and Avon terraces and glaciations Percy Evans Geological Society, London, Special Publications, 5, 310-320, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.24 17. Other regions Percy Evans Geological Society, London, Special Publications, 5, 321-325, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.25 18. Summary and conclusions Percy Evans Geological Society, London, Special Publications, 5, 326-333, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.26 19. Acknowledgements Percy Evans Geological Society, London, Special Publications, 5, 334, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.27 Appendix: New evidence from the equatorial Pacific Percy Evans Geological Society, London, Special Publications, 5, 335-340, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.28 References Percy Evans Geological Society, London, Special Publications, 5, 341-351, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.29 Grid-references and co-ordinates of some places mentioned in sections 13 to 16 Percy Evans Geological Society, London, Special Publications, 5, 352, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.30 Plate: A tentative Pleistocene chronology Percy Evans Geological Society, London, Special Publications, 5, NP, 1 January 1971, https://doi.org/10.1144/GSL.SP.1971.005.01.31

Anmerkung: 1.1. The Early History of Glass; 1.2. Glass and Science; 1.3. The Discovery of Natural Melts; 1.4. The Physical Chemistry of Melts; 1.5. Summary Remarks; References; Chapter 2. Glass Versus Melt; 2.1. Relaxation; 2.2. Glass Transition; 2.3. Configurational Properties; 2.4. Summary Remarks; References; Chapter 3. Glasses and Melts vs. Crystals; 3.1. Basics of Silicate Structure 3.2. Thermodynamic Properties3.3. Liquid-Like Character of Crystals; 3.4. Summary Remarks; References; Chapter 4. Melt and Glass Structure -- Basic Concepts; 4.1. Bond Length, Bond Angle, and Bond Strength in Silicates; 4.2. Network-Formers; 4.3. Network-Modifying Cations and Linkage between Structural Units; 4.4. Bonding, Composition and Effects on Melt Properties; 4.5 Mixing, Order, and Disorder; 4.6. Summary Remarks; References; Chapter 5. Silica -- A Deceitful Simplicity; 5.1. An Outstanding Oxide; 5.2. Physical Properties; 5.3. Structure of SiO2 Glass and Melt 5.4. Effects of Pressure and Temperature5.5. Summary Remarks; References; Chapter 6. Binary Metal Oxide-Silica Systems -- I. Physical Properties; 6.1. Phase Relationships; 6.2. Thermodynamics of Mixing; 6.3. Volume and Transport Properties; 6.4. Summary Remarks; References; Chapter 7. Binary Metal Oxide-Silica Systems -- II. Structure; 7.1. Pseudocrystalline Models of Melt Structure; 7.2. Thermodynamic Modeling and Melt Structure; 7.3. Numerical Simulation of Melt Structure; 7.4. Structure from Direct Measurements; 7.5. Structure and Melt Properties; 7.6. Summary Remarks; References Chapter 8. Aluminosilicate Systems -- I. Physical Properties8.1. Phase Relationships; 8.2. Thermodynamics of Mixing; 8.3. Volume and Viscosity; 8.4. Summary Remarks; References; Chapter 9. Aluminosilicate Systems -- II. Structure; 9.1. Binary Al2O3-Bearing Glasses and Melts; 9.2. Meta-Aluminosilicate Glasses and Melts (SiO2-M1/xAlO2); 9.3. Peralkaline Aluminosilicate Glasses and Melts; 9.4. Pressure and the Structure of Aluminosilicate Melts; 9.5. Structure and Properties of Aluminosilicate Melts; 9.6. Summary Remarks; References; Chapter 10. Iron-bearing Melts -- I. Physical Properties 10.1 Ferrous and Ferric Iron10.2. Phase Equilibria; 10.3. Iron Redox Reactions; 10.4. Physical Properties; 10.5. Summary Remarks; References; Chapter 11. Iron-bearing Melts -- II. Structure; 11.1. Ferric Iron; 11.2. Ferrous Iron; 11.3. Ferric and Ferrous Iron in Silicate Melts at High Temperature; 11.4. Iron in Silicate Melts and Glasses at High Pressure; 11.5. Summary Remarks; References; Chapter 12. The Titanium Anomalies; 12.1. Phase Relations and Glass Formation; 12.2. Physical Properties; 12.3. Structure of Titanosilicate Glasses and Melts; 12.4. High-Temperature Studies

Anmerkung: Composition and Dynamics of the Solar Wind PlasmaThe Configuration of the Interplanetary Magnetic Field -- Scattering and Scintillations of Discrete Radio Sources as a Measure of the Interplanetary Plasma Irregularities -- Galactic Cosmic Ray Modulation by the Interplanetary Medium (Including the Problem of the Outer Boundary) -- Low-Energy Cosmic Rays in Interplanetary Space -- Energetic Solar Particles in the Interplanetary Medium -- Discontinuities and Shock Waves in the Interplanetary Medium and Their Interaction with the Magnetosphere -- Interaction of the Solar Wind with the Moon..