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Machine Learning methods have recently found widespread use in areas of atomistic modelling, mainly focusing on developing surrogate models for the potential energy surface with superior computational efficiency while retaining first principles accuracy. However, approaches to learning observable properties directly are just emerging and are challenged by several issues, which we intend to address in the workshop. The event is meant to support the development of a new collaborative, international network connecting different fields of research and integrating the young researchers community with the help of a scientifically diverse, interactive workshop.

ML of electron density and Hamiltonians, ML of electronic observables, ML of mechanical & magnetic observables, ML of spectroscopic observables, ML of reaction networks, Theoretical and experimental databases

Physikalische (theoretische) Chemie, Chemoinformatik,    Computerphysik und Numerische Simulation

Forschungszentrum Jülich GmbH in cooperation with RWTH Aachen

Email: neutronlab@fz-juelich.de

Forschungszentrum Jülich

Emergent phenomena are the essence of condensed-matter physics and at the same time what makes the behavior of correlated materials appealing for applications. They are, however, hard to understand at a fundamental level. It is the interplay of several competing interactions — none of which can be treated as a mere perturbation, leading to the emergence of effective interactions — that makes their description a grand challenge. Addressing this problem requires mastery of a wide spectrum of theoretical concepts, ranging from materials modeling using first-principles approaches to advanced many-body methods based on dynamical mean-fields, stochastic simulations and renormalization techniques. The concepts of symmetry, topological invariance and the classification of transitions between phases are of crucial importance to bring order to the plethora of observed phenomena.

The goal of this year’s school is to provide students with an overview of the state-of-the-art in the field of emergent phases in strongly correlated systems and the many techniques used to investigate them. The program will start with fundamental models and concepts, introducing the Hubbard and Anderson Hamiltonians and their physics, and providing an overview of field-theoretical aspects of condensed-matter physics. More advanced lectures will introduce symmetries, Berry phases and topological quantum matter. The focus will then turn to emergent phenomena: superconductivity, conventional and non-conventional, Kondo and heavy-fermion behavior, Kosterlitz-Thouless transitions, Mott phases, orbital-ordering, and quantum phase transitions. The topics will be treated both from the view point of simple models and that of real materials, with an outlook on materials design from the theoretical and experimental viewpoint. The theoretical approaches covered will go from density-functional-theory-based methods to dynamical mean-field theory and quantum Monte Carlo. Experimental lectures will cover phenomena under normal and extreme conditions.

Email: correl24@fz-juelich.de

strong correlations, Mott transition, Kondo physics, quantum magnetism, superconductivity, quantum Monte Carlo, emergent phenomena, dynamical mean-field theory, materials simulations

Quantenmaterialien, Tieftemperaturphysik,    Computerphysik und Numerische Simulation

Oxford Instruments, in collaboration with the Institute for Microelectronics in Stuttgart (IMS CHIPS).

The Dry Processing Workshop is an interactive workshop for Oxford Instruments Plasma Technology equipment users, presented by Oxford Instruments and hosted at the University of Stuttgart/ZAQuant.

Plasmaphysik, Kernfusion,    Festkörperchemie

The conference is organized by the Jülich Centre for Neutron Science (JCNS), Forschungszentrum Jülich.

The JCNS Workshop 2024 will be held in Tutzing, Germany on October 8th to 11th, 2024 and it will bring together experts in neutron scattering and other scattering techniques to discuss present status, ongoing developments as well as future perspectives in the field of functional interfaces.

Interfaces play an important role in a variety of applications, both in soft matter, quantum materials as well as in the food industry and energy storage devices. In particular, functional interfaces are a cross-cutting area of research with neutrons and other scattering techniques in science and industry and they offer a unique opportunity to create a networking event with an interdisciplinary scientific program at the cutting edge of science and technology.

functional magnetic thin films and heterostructures, nanoparticles, bio-interfaces, emulsions, interfaces in energy materials, hard-soft interfaces, industrial applications

Angewandte Physik: Neutronenstreuung,    Angewandte Physik (allgemein)

Wilhelm and Else Heraeus-Foundation

This WE-Heraeus Seminar on Transverse Effects in Thermoelectric Systems will bring together practitioners of thermoelectric technologies in academia and industry for 3 days of talks, posters and discussions addressing the emergent area of transverse thermoelectrics. With uses in carbon-free energy generation, cooling, sensing and process monitoring, transverse thermoelectrics stands to play a role in several of society’s most pressing technological challenges: generating green energy, cooling our infrastructure, maximizing the efficiency and safety of our chemical and power production, and exploring space.

Das Modul Dünne Schichten für die Optik ist Bestandteil der Weiterbildung Optik, die von der Jenaer Akademie Lebenslanges Lernen JenALL e. V. in Kooperation mit der Ernst-Abbe-Hochschule Jena durchgeführt wird.

Der Kurs beschreibt die kompletten Grundlagen der Optikbeschichtung. In nur drei Tagen erhalten Sie einen Überblick über Funktion, Design, Herstellung und Anwendung optischer Schichten. Als Profi können Sie Ihr Wissen aktualisieren. Als Neueinsteiger wird Ihnen die Einarbeitung erleichtert. Als Auftraggeber für optische Komponenten wird sich Ihr Verständnis für diese Thematik verbessern. Auch wenn Sie Entscheidungen über Kosten- / Nutzenabwägung bei optischen Beschichtungen treffen müssen, bekommen Sie hier interessante Informationen.

Optik und Laser,    Optoelektronik und Anzeigetechnik

Wilhelm und Else Heraeus-Stiftung

Elementary excitations and quasi-particles within condensed matter exhibit a diverse array of physical attributes, encompassing spin and orbital angular momenta, electric dipole moments, and their respective higher-order multipoles. Over recent decades, investigations into the generation, detection, manipulation, and transportation of these quantities have developed into the interdisciplinary field known as “X-tronics”, where ‘X’ embodies a degree of freedom or informational carrier inherent to quasi-particles, such as spin, orbital, phonon, magnon, or photon.