DCMS Summer School: Workshop

DCMS Summer School: Workshop

DAYS FOUR AND FIVE The last two days of the summer school consisted of several talks about recent and ongoing research. A wide variety of topics were presented, such as optoelectronics and photovoltaics, discovery of magnetic materials, simulations for nanoelectronic engineering and thermal transport. Three participants presented their work in a dedicated session. On Friday,…

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DCMS Summer School: Day Three

DCMS Summer School: Day Three

DAY THREE The third day started with Prof. Jörg Behler from the Georg-August-Universität in Göttingen giving a very interesting lecture on high dimensional neural network potentials. After an exciting introduction to machine learning techniques, including pitfalls and potential artefacts, he showed how  ML techniques can be applied to constructing atomistic potentials relying on simple but very…

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DCMS Summer School: Day Two

DCMS Summer School: Day Two

DAY TWO On the second day of the summer school, Prof. Cecilia Clementi (Rice University) gave a lecture on learning effective molecular models using machine learning methods. In particular, she addressed the problem to capture rare events – like protein folding – in molecular dynamics simulations and how to achieve long-time simulations using “short-time” data….

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DCMS Summer School: Day One

DCMS Summer School: Day One

DAY ONE Day one of our international summer school Materials 4.0 – Deep Materials: Perspectives on data-driven materials research started with three lectures covering mathematical basics, practical usage and applications of machine learning methods. The first lecture was given by Prof. Roger French (Case Western University). He introduced the concept of big data and the resulting…

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DCMS Materials 4.0 Summer School 2018

DCMS Materials 4.0 Summer School 2018

Deep Materials: Perspectives on data-driven materials research  Event page   This summer school is part of TU Dresden’s Institutional Strategy, funded by the Excellence Initiative of the German Federal and State Governments.

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DCMS Materials4.0 Summer School 2017

DCMS Materials4.0 Summer School 2017

The digitally enabled atom to system revolution Photo gallery  Event page   This summer school is part of TU Dresden’s Institutional Strategy, funded by the Excellence Initiative of the German Federal and State Governments.

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Keynote: Prof. Dr. David Field, WSU

Keynote: Prof. Dr. David Field, WSU

International summer school MATERIALS 4.0 Heterogeneous dislocation density modeling of interstitial free steel Prof. Dr. David Field, Washington State University Friday, Sept. 15th, 11:00 – 12:00 Görgesbau (Helmholtzstr. 9), room 229 Abstract: A polycrystalline interstitial free steel sample was plastically deformed under uniaxial tensile stress at room temperature and a low strain rate. The microstructure of the…

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Keynote: Prof. Thomas Heine, University of Leipzig

Keynote: Prof. Thomas Heine, University of Leipzig

International summer school MATERIALS 4.0 Rational Computational Materials Design using Quantum Confinement or Beyond Structural Materials Engineering Prof. Dr. Thomas Heine, University of Leipzig Friday, Sept. 15th, 9:30 – 10:30 Görgesbau (Helmholtzstr. 9), room 229 Abstract: Quantum confinement is one of the design principles in nanotechnology. Well-known examples are quantum dots, which are nanocrystals whose electronic band…

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Evening Lecture: Prof. Ralf B. Wehrspohn (IMWS Halle)

Evening Lecture: Prof. Ralf B. Wehrspohn (IMWS Halle)

International summer school MATERIALS 4.0 Materials Data Space – Roadmap to Industry 4.0- ready Materials Prof. Dr. Ralf B. Wehrspohn (Fraunhofer Institute for Microstructure of Materials and Systems IMWS) Wednesday, Sept. 13th, 18:00 – 19:30 Görgesbau (Helmholtzstr. 9), room 229 Abstract: New materials are the key drivers in the development of innovative products in the manufacturing sector….

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Keynote: Dr. Stanley Williams (HP)

Keynote: Dr. Stanley Williams (HP)

International summer school MATERIALS 4.0 The Art and Science of Constructing a Physics-Based Memristor Model Dr. Stanley Williams (HP) Tuesday, Sept. 12th, 16:00 – 17:00 Görgesbau (Helmholtzstr. 9), room 229 Abstract: Since the publication of “The Missing Memristor Found” in 2008, there have been many thousands of papers published on the topic of memristors.  However, very few…

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