Generative AI and Stochastic Thermodynamics: A Tale of Free Energies - Hardcover

Welling, Max; Lu, Sirui; Holdijk, Lars

Hardcover

ISBN 10: 1009709062 ISBN 13: 9781009709064

Verlag: Cambridge University Press, 2026

Inhaltsangabe

A timely text providing a unifying perspective on the mathematics of generative AI and stochastic thermodynamics.

Über diesen Titel

Über die Autorinnen und Autoren

Max Welling is the co-founder and Chief Technology Officer of the startup CuspAI, and a Full Professor of Machine Learning at the University of Amsterdam. He is a member of the Dutch Royal Academy of Sciences and the Canadian Institute for Advanced Research, and a fellow of the European Lab for Learning and Intelligent Systems. Professor Welling received the ECCV Koenderink Prize in 2010, the 2021 ICML Test of Time Award, and the 2024 ICLR Test of Time Award.

Sirui Lu is a doctoral researcher at the Max Planck Institute of Quantum Optics, Germany. His research focuses on the intersection of (quantum) physics and artificial intelligence. He previously earned his master's and bachelor's degrees in physics from the Technical University of Munich and Tsinghua University, Beijing, respectively.

Lars Holdijk is a PhD student at the University of Oxford. His research focuses on the intersection of generative artificial intelligence, computational biochemistry, and statistical physics.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 1009709062
• ISBN 13: 9781009709064
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 307
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; Frankreich