Lucio Isa: Katalogdaten im Herbstsemester 2022

Auszeichnung: Die Goldene Eule
NameHerr Prof. Dr. Lucio Isa
LehrgebietWeiche Materialien und Grenzflächen
Adresse
Weiche Materialien u. Grenzflächen
ETH Zürich, HCI H 525
Vladimir-Prelog-Weg 1-5/10
8093 Zürich
SWITZERLAND
Telefon+41 44 633 63 76
E-Maillucio.isa@mat.ethz.ch
URLhttp://www.isa.mat.ethz.ch/
DepartementMaterialwissenschaft
BeziehungOrdentlicher Professor

NummerTitelECTSUmfangDozierende
327-0113-00LMaterialwissenschaftliche Grundlagen I2 KP2GL. Isa
KurzbeschreibungEs werden die physikalischen Grundbegriffe zur Beschreibung von Materialien, grösstenteils im Selbststudium, vermittelt und in Übungen angewendet. Anhand von Beispielen werden grundlegende atomistische und makroskopische Konzepte (z.B. Phasendiagramme, Antwortfunktionen) eingeführt. Ausgewählte Themen werden in Präsenzveranstaltungen gezielt vertieft.
LernzielStudierende können

- die grundlegenden Begriffe der Materialwissenschaft benennen. (wissen, 1)

- einfache Zusammenhänge zwischen der atomaren Struktur und den makroskopischen Eigenschaften herstellen. (verstehen, 2)

- grundlegende materialspezifische Grössen berechnen. (anwenden, 3)

- Phasendiagramme, Material-Eigenschafts-Diagramme (z.B. Spannung-Dehnung) und Ashby-Schaubilder lesen und interpretieren. (analysieren, 4)
InhaltAtomaufbau
Kristalline Struktur und Defekte
Thermodynamik, Phasendiagramme und Phasenumwandlungen
Diffusion
Mechanische und thermische Eigenschaften
LiteraturHauptreferenz:
William D. Callister, Jr., David G. Rethwisch
Materialwissenschaften und Werkstofftechnik – Eine Einführung
Wiley-VCH Verlag & Co. KGaA, Weinhiem, Deutschland, 2013

Alternativen:
Milton Ohring
Engineering Materials Science
Academic Press, 1995, https://doi.org/10.1016/B978-0-12-524995-9.X5023-5

James F. Shackelford
Introduction to Materials Science for Engineers
5th Ed., Prentice Hall, New Jersey, 2000
327-0505-00LSurfaces, Interfaces and their Applications I3 KP2V + 1UN. Spencer, M. P. Heuberger, L. Isa
KurzbeschreibungAfter being introduced to the physical/chemical principles and importance of surfaces and interfaces, the student is introduced to the most important techniques that can be used to characterize surfaces. Later, liquid interfaces are treated, followed by an introduction to the fields of tribology (friction, lubrication, and wear) and corrosion.
LernzielTo gain an understanding of the physical and chemical principles, as well as the tools and applications of surface science, and to be able to choose appropriate surface-analytical approaches for solving problems.
InhaltIntroduction to Surface Science
Physical Structure of Surfaces
Surface Forces (static and dynamic)
Adsorbates on Surfaces
Surface Thermodynamics and Kinetics
The Solid-Liquid Interface
Electron Spectroscopy
Vibrational Spectroscopy on Surfaces
Scanning Probe Microscopy
Introduction to Tribology
Introduction to Corrosion Science
SkriptScript Download:
https://moodle-app2.let.ethz.ch/course/view.php?id=17455
LiteraturScript Download:
https://moodle-app2.let.ethz.ch/course/view.php?id=17455
Book: "Surface Analysis--The Principal Techniques", Ed. J.C. Vickerman, Wiley, ISBN 0-471-97292
Voraussetzungen / BesonderesChemistry:
General undergraduate chemistry
including basic chemical kinetics and thermodynamics

Physics:
General undergraduate physics
including basic theory of diffraction and basic knowledge of crystal structures
KompetenzenKompetenzen
Fachspezifische KompetenzenKonzepte und Theoriengeprüft
Verfahren und Technologiengeprüft
Methodenspezifische KompetenzenAnalytische Kompetenzengeprüft
Entscheidungsfindunggeprüft
Problemlösunggeprüft
Persönliche KompetenzenKreatives Denkengeprüft
Kritisches Denkengeprüft
327-1207-00LEngineering with Soft Materials5 KP4GJ. Vermant, L. Isa
KurzbeschreibungIn this course the engineering with soft materials is discussed. First, scaling principles to design structural and functional properties are introduced a. Second, the characterisation techniques to interrogate the structure property relations are introduced, which include rheology, advanced optical microscopies, static and dynamic scattering and techniques for liquid interfaces.
LernzielThe learning goals of the course are to introduce the students to soft matter and its technological applications, to see how the structure property relations depend on fundamental formulation properties and processing steps. Students should also be able to select a measurement technique to evaluate the properties.
Skriptslides with text notes accompanying each slide are presented.
327-2227-00LMachine Learning (MaP Doctoral School) Belegung eingeschränkt - Details anzeigen
Number of participants limited to 15.

Only for doctoral students of the MaP Doctoral School. Priority is given to doctoral students affiliated with the “Soft Materials” thematic track.

All applicants must additionally register by email: map-ds@ethz.ch
6 KP13PL. Isa
KurzbeschreibungMicroscopy images, irrespective of the specific imaging technique, e.g. optical, electron or atomic force microscopy, are an extremely rich source of quantitative data. With the ever increasing push to enhance spatial and temporal resolution, as well as with the increase of storage and computing power, very large amounts of data are easily generated and require automation for data extraction. From
LernzielThis course, aimed at doctoral students, has the goal to guide attendees through a progression from basic machine learning (ML) methods, through the extension of those to increasingly complex analyses all the way to offering the students the possibility to directly apply the concepts learned during the course to their own data.
InhaltThe course will combine lectures with hands-on exercises in concentrated blocks across the semester. Students have the possibility to select different blocks, for instance if they already have basic ML programming knowledge. The students will also be able to work on a project related to their research where they apply ML to some imaging data.
Voraussetzungen / BesonderesBasic programming knowledge in Python is required.