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The Active Training Course "Advanced Deep Learning" is hosted by the community organization DIG-UM with support from the BMBF-funded ErUM-Data-Hub.

The intensive course on Graph Neural Networks, Transformers, Normalizing Flows and Autoencoders will be held from Monday 25.9.23 to Thursday 28.9.23. The course includes a challenge to be worked out and presented by participant subgroups. The workshop is aimed at deep-learning enthusiasts from all ErUM communities (Research on Universe and Matter) who have prior knowledge of neural networks and applied basic concepts of deep learning. 

Cours et événements pour étudiants en physique,    Réseaux de neurones et intelligence artificielle, apprentissage automatique

Sampling high dimensional probability measures is a key issue in various scientific fields, including molecular dynamics and computational statistical physics (with applications in physics, chemistry, materials science and computational biology), as well as statistics (in particular Bayesian statistics) and more recently machine learning.

Interactions between molecular dynamics and computational statistics have a fruitful and successful history. We believe that a school at the intersection of these two fields will be beneficial to both communities, as the best methods can be transferred to both fields, which would then be able to exchange and share their respective knowledge and expertise. Young researchers are a particularly receptive audience to this end, as we strongly believe that being simultaneously exposed to both fields at an earlier stage of the career will have a long lasting impact on their scientific production.

Hausdorff Research Institute for Mathematics (HIM)

CIRM – Centre International de Rencontres Mathématiques

Banach Center & Polish Academy of Sciences – Institute of Mathematics

To disseminate some of the recent developments in set theory. The conference will have 5-6 parallel tutorials that will disseminate modern techniques. The tutorials will be aimed at both graduate students as well as senior researchers.

Differential equations are at the forefront of modeling real-world systems and applications arising from different fields of science and engineering. This SEAMS school brings together experts in numerical analysis and scientific computing to give introductory lectures on recent numerical techniques in solving ordinary and partial differential equations, and their applications. These lectures are intended for graduate students and early-career mathematicians from the Philippines and neighboring countries. The school will be composed of lecture series and hands-on computational exercises.

Calcul infinitésimal, équations différentielles et intégrales,    Calcul scientifique et science des données

CIRM – Centre International de Rencontres Mathématiques

The main goal of this Spring school is to promote recent advances in irregular stochastic analysis, in particular in the study of models with irregular coefficients and non-Markovian properties. Special emphasis will be put on multiscale phenomena and the relation between their microscopic and macroscopic behaviours. Those will be investigated in the context of mathematical physics (for instance hydrodynamics), as well as in life science (for instance in chemotaxis and oncology), chemistry, economics, or complex systems.

Isaac Newton Institute for Mathematical Sciences (INI)

The programme will start with an introductory school on equivariant methods in algebraic and differential geometry for graduate students, postdocs and those who are interested in learning background material for the programme.

Algèbre,    Géométrie et topologie

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Statistique, Théorie des jeux,    Physique mathématique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Théorie des graphes et combinatoire,    Algèbre

Special Topics: Robust Risk Management, Signatures in finance

Simons Laufer Mathematical Sciences Institute (SLMath)

The Introductory Workshop will feature lecture series devoted to some recent breakthrough results in commutative algebra, and to new developments in core areas of the field. It will also highlight links to other areas such as arithmetic geometry, representation theory, noncommutative geometry, and singularity theory.

Commutative rings, computational commutative algebra, D-modules, free resolutions, Gröbner deformations, Homological conjectures, Lech's conjecture, maximal Cohen-Macaulay modules, McKay correspondence, mixed characteristic, multiplicities, perfectoid spaces, prismatic cohomology, symbolic powers, syzygies, Tight closure theory

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Mathematical Sciences Research Institute (MSRI)

This introductory workshop will consist of a combination of minicourses addressing core topics in noncommutative algebraic geometry and research lectures describing recent developments in the field. The workshop will focus on subjects connected to algebraic geometry, category theory, and mirror symmetry such as categorical and noncommutative resolutions, deformation theory, derived categories in algebraic geometry, derived algebraic geometry, infinity categories, and enumerative geometry.

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Statistique, Théorie des jeux,    Réseaux de neurones et intelligence artificielle, apprentissage automatique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Algèbre,    Analyse

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Mécanique quantique et technologie quantique,    Théorie de l'information quantique et informatique quantique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Théorie des graphes et combinatoire,    Biologie moléculaire

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Algèbre,    Géométrie et topologie

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

CIRM – Centre International de Rencontres Mathématiques

This introductory school on “Rigidity, dynamics and geometric structures” is in conjunction with program at IHP on “Group Actions and Rigidity: Around the Zimmer Program” in Spring 2024. The field has undergone tremendous change in the last decade Many new deep results have been proven and novel methods have been introduced. The goal of the school is to introduce many people to these new developments. In particular, we want to train a new generation of mathematicians, from graduate students to postdoctoral fellows. The participants would come from all around the world, but also especially from France and other nearby countries. We plan to conduct mini-courses on background, technical tools and particular constructions and examples. We would incorporate problem and exercise sessions. Junior Researchers will present short research talks.

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Mécanique quantique et technologie quantique,    Calcul infinitésimal, équations différentielles et intégrales

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

The summer school will bring together advanced undergraduate and early master students in mathematics, life sciences, physics, computer sciences, and chemistry enrolled in Canadian universities.The main objectives of the summer school are to expose them to cutting-edge research at the interface of scientific domains,to open their minds to interdisciplinary research, and to excite them to pursue their studies in these fields.This summer school is founded on the belief that fundamental progress in science can be achieved by combining knowledge, concepts, tools, and methods from diverse scientific disciplines.

Cours et événements pour étudiants en physique,    Cours et événements pour étudiants en chimie

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Calcul scientifique et science des données,    Réseaux complexes

Hausdorff Research Institute for Mathematics (HIM)

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Centre de recherches mathématiques, Université de Montréal

This school intends to present various developments in Riemannian and Kähler geometry around the notion of curvature seen as a tool to describe and understand the geometry of the objects. Each week of the session will have a different flavor, but similar problems and methods will be emphasized, and we expect this will lead to fruitful interactions. Our main target audience is young mathematicians, particularly graduate students and early-career researchers. We expect the school to give them the opportunity to learn key ideas and techniques of the field, with an emphasis on solidifying foundations in view of potential future research. Consequently, junior women mathematicians and those from under-represented minority groups will be given priority for financial assistance. We aim for 100 participants including at least 60 young researchers (PhD students, postdoc fellows). Moreover, the school will also feature problem sessions provided by lecturers and selected talks by young researchers.

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Mathématiques appliquées (en général),    Physique de la matière condensée et des matériaux

Northwestern University

Microlocal Analysis and Quantum Dynamics 2024 is supported by the RTG “Dynamics: Classical, Modern, and Quantum”. The events are part of Northwestern’s 2023-2024 Emphasis Year, “Asymptotics in Geometry and Analysis: the Mathematics of Steve Zelditch”.

school and conference

Analyse,    Mécanique quantique et technologie quantique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Géométrie et topologie,    Mathématiques numériques

SFB 1085 Higher Invariants at the Faculty of Mathematics at the Universität Regensburg

Analyse,    Algèbre

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Mathématiques appliquées (en général),    Physique de la matière condensée et des matériaux

Banach Center

Cours et événements pour étudiants en physique,    Mathématiques appliquées (en général)

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Hausdorff Research Institute for Mathematics (HIM)

Because of the ubiquity of Fourier analysis, oscillatory integrals are present in many techniques in both harmonic analysis and analytic number theory. Current state-of-the-art methods in both fields are pushing beyond classical methods because of increased importance of understanding the uniformity and stability of the estimates. In addition, researchers are uncovering unifying ideas that span the (traditionally somewhat separated areas) of oscillatory integrals in the setting of analysis, and character sums in number theory. Recent work on estimating oscillatory integrals have even applied model theory, from logic. This summer school will give participants an introduction on the classical methods for estimating oscillatory integrals and explain current cutting-edge developments. Throughout, the lectures will view these problems through a lens of understanding the uniformity and stability of the estimates.

Analyse,    Calcul infinitésimal, équations différentielles et intégrales

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Hausdorff Research Institute for Mathematics (HIM)

This summer school will give participants an introduction to contemporary methods for studying maximal operators, with a particular focus on using maximal operators as a tool to understand other phenomena in analysis.

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Calcul scientifique et science des données,    Histoire et philosophie de la science

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Géométrie et topologie,    Théorie des graphes et combinatoire

Banach Center

Analyse,    Calcul infinitésimal, équations différentielles et intégrales

Hausdorff Research Institute for Mathematics (HIM)

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Thermodynamique, dynamique des fluides et physique statistique,    Théorie de l'information, fondations de l'informatique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Réseaux, Internet,    Réseaux complexes

Hausdorff Research Institute for Mathematics (HIM)

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Simons Laufer Mathematical Sciences Institute (SLMath)

This workshop will include introductory lectures on each of the four main topics of the program: geometric flows, geometric problems in mathematical relativity, global Riemannian geometry, and minimal submanifolds. The workshop will also have semi-expository lectures on recent advances and breakthroughs involving interactions between the four main topics. This will set the stage and provide important context for the semester-long program itself.

mean curvature flow, Ricci flow, fully nonlinear flows, general relativity, mass, Ricci curvature, scalar curvature, sectional curvature, symmetry, Riemannian geometry, group actions, minimal surfaces, stability and index

Géométrie et topologie,    Algèbre

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Théorie des graphes et combinatoire,    Géométrie et topologie

CIRM – Centre International de Rencontres Mathématiques

Simons Laufer Mathematical Sciences Institute (SLMath)

This workshop aims to prepare the participants for the main program: Special Geometric Structures and Analysis. There will be introductory lectures to recent results in geometry and analysis; more precisely in Kähler geometry, special holonomy, microlocal analysis and geometric measure theory

Kähler manifolds, Kahler metrics, Einstein metrics, canonical metrics, special holonomy, Calabi-Yau, geometric elliptic and parabolic PDEs, Pluripotential Theory, variational approach, Monge-Ampère equation, area minimizing currents, semicalibrated currents, minimal surfaces

Géométrie et topologie,    Analyse

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Statistique, Théorie des jeux,    Géométrie et topologie

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Biologie des systèmes,    Épidémiologie

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Algèbre,    Théorie des groupes

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

SFB 1085 Higher Invariants at the Faculty of Mathematics at the Universität Regensburg

Algèbre,    Analyse

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Géométrie et topologie,    Biologie des systèmes

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Réseaux de neurones et intelligence artificielle, apprentissage automatique,    Agents logiciels et intelligence artificielle

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Calcul scientifique et science des données,    Calcul infinitésimal, équations différentielles et intégrales

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Algèbre,    Théorie des groupes

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Astronomie, astrophysique et cosmologie,    Réseaux de neurones et intelligence artificielle, apprentissage automatique

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Banff International Research Station (BIRS) for Mathematical Innovation and Discovery

Isaac Newton Institute for Mathematical Sciences

Equivariant techniques have played a critical role in the proofs of several major results and developments in algebraic topology over the past decade. Examples include the solution of the famous Kervaire invariant one problem, computations of previously inaccessible homotopy groups of spheres based on the motivic Adams spectral sequence, and the new equivariant approach to THH, TC, and algebraic K- theory. The programme will unite experts and young researchers who apply homotopic methods in algebra (operads), algebraic topology, and algebraic geometry (motivic homotopy theory) around the common theme of equivariant methods. Though these methods have already led to significant breakthroughs, their potential is clearly far from exhausted. We foresee that this programme will incite further developments and greater synergies between equivariant homotopy theory and the themes of the programme centred around three workshops: "Operads and calculus", "Chromatic and motivic homotopy theory" and "THH, TC and algebraic K- theory".

Algèbre,    Géométrie et topologie

Simons Laufer Mathematical Sciences Institute (SLMath)

Networks, graph driven algorithms, and dynamics on graphs such as epidemics, random walks and centrality measures all play a major role, both in our daily lives as well as many scientific and engineering disciplines. This introductory workshop will bring together experts and junior researchers in combinatorics, probability, and statistics to share a broad vision of major challenges and objectives, with a primary focus on models of random graphs and their limits, network inference, dynamic processes on networks and algorithms and optimization on random structures.

Network models and random graphs, statistcal learning and network inference, counting and sampling discrete structures, dynamics on networks, probabilistic analysis of network algorithms

Simons Laufer Mathematical Sciences Institute (SLMath)

This workshop will feature leading experts in several major areas of graph theory, including extremal, probabilistic and structural aspects of the field. Introductory lectures will form an important part of the program, providing background and motivation, and aimed at a general mathematical audience. Complementing these, research talks will share exciting recent developments in graph theory.

extremal graph theory, random graphs, probabilistic methods, structural graph theory, Ramsey theory

Isaac Newton Institute for Mathematical Sciences

Algèbre,    Géométrie et topologie

Isaac Newton Institute for Mathematical Sciences

Algèbre,    Géométrie et topologie

Isaac Newton Institute for Mathematical Sciences

Equivariant homotopy theory in context

Algèbre,    Géométrie et topologie