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Regular version of the site

About School

International School for Students and Young Scientists 'Quaternions, Geometric Algebras, and Applications' is organized by the Laboratory for Geometric Algebra and Applications (HSE University, Moscow) in collaboration with the international research laboratory 'Multiscale Mathematical Modeling and Computer Calculations'  (North-Eastern Federal University, Yakutsk) as part of the project Mirror Laboratories: 'Quaternions, Geometric Algebras, and Applications'.

Dates: November 14–16, 2025.

Format: Online.

Working language: English.

Topics of School

  • Quaternions, split-quaternions, biquaternions, commutative quaternions, octonions, hypercomplex numbers;
  • Geometric algebras, Clifford and Grassmann algebras, generalized Clifford algebras;
  • Spin groups and other Lie groups within the Clifford algebra formalism;
  • Spinors and the Dirac equation in field theory and physics;

  • Applications of geometric algebras in geographic information systems (GIS);
  • Applications of geometric algebras in neural networks;
  • Applications of geometric algebras and quaternions in image processing;
  • Other applications in computer science, engineering, and physics.

Format of Sessions

The School's program will include lectures and presentations designed to help participants master the theoretical foundations and modern approaches to applying the theory. The schedule includes 4-5 hours of lectures and talks daily, held in the morning Moscow Time (MSK) for the convenience of attendees from the eastern regions of Russia and Asian countries (China, Japan, India).

Participants are welcome to present their own scientific reports on the School's topics. Applications, including the title and a short abstract, are to be submitted during registration.

Target Audience

The School is intended for students, graduate students, and young scientists interested in mathematics, physics, computer science, and related fields. No prior deep knowledge of quaternions and geometric algebra is required, as all necessary concepts will be introduced during the sessions. A background in linear algebra at the level of a standard university curriculum is sufficient.

Keynote Speakers

(in alphabetical order)
Eckhard Hitzer

Professor of International Christian University (Tokyo, Japan)

Hongbo Li

Kwan Chao-Chi chair professor and Director of the Institute of Systems Science, Academy of Mathematics and Systems Science, Chinese Academy of Sciences (Beijing, China)

Nikolay Marchuk

Leading Research Scientist of Department of Mathematical Physics at Steklov Mathematical Institute of RAS and Laboratory for Geometric Algebra and Applications at HSE University (Moscow, Russia)

Carlos Castro Perelman

Research Scientist, Bahamas Advanced Science Institute and Conferences (Long Island, Bahamas), Quantum Gravity Research (Los Angeles, USA)

Yu Zhaoyuan

Professor of Nanjing Normal University, Principal Investigator of Geometric Algebra Computing  Research and Application Center, Executive  Director of Jiangsu Center for Collaborative  Innovation in Geographical Information Resource  Development and Application (Nanjing, China)

Speakers

(in alphabetical order)
Pedro Amao

Pontifical Catholic University of Peru (Lima, Peru)

Ekaterina Filimoshina

Department of Mathematics, Laboratory for Geometric Algebra and Applications, HSE University (Moscow, Russia)

Zhenwei Guo

School of Mathematical Sciences, Liaocheng University (Liaocheng, China); NEFU (Yakutsk, Russia)

Sofiia Rumiantseva

School of Applied Mathematics, Laboratory for Geometric Algebra and Applications, HSE University (Moscow, Russia)

Heerak Sharma

Indian Institute of Science Education and Research (Pune, India)

Gang Wang

School of Mathematical Sciences, Qufu Normal University (Qufu, China); NEFU (Yakutsk, Russia)

Dong Zhang

School of Statistics and Data Science, Qufu Normal University (Qufu, China); NEFU (Yakutsk, Russia)

Programme

Time is indicated in Moscow Time (MSK).

  • November 14 (Friday)
  • November 15 (Saturday)
  • November 16 (Sunday)
  • 10:00-11:00 — Clifford’s geometric algebras in the context of Pauli algebra, Dirac algebra, quaternions, biquaternions, octonions and Okubo algebra

    Speaker: Eckhard Hitzer (International Christian University, Tokyo, Japan)

    Abstract: A. Lasenby (Cambridge University) discovered in 2021 a new way to embed octonion multiplication in the geometric algebra of spacetime (STA, Dirac algebra). We generalize this to other Clifford algebras (including a minimal embedding) and show physical, geometric and computational consequences. Okubo algebra is generated with the Okubo algebra product from the eight traceless matrices that M. Gell-Mann introduced for the generation of SU(3) in elementary particle physics in quantum chromo dynamics (QCD). Recent mutual embeddings of Okubo algebra in octonion algebra and of octonion algebra in geometric algebras allow to embed Okubo algebra in (sub)algebras of geometric algebras and vice versa. It appears possible to generate all geometric algebras (and therefore all spinor algebras) by embeddings in tensor products of Okubo algebras, which may be of great interest for enhancing the standard model toward unifying all four elementary forces, all starting with the weak Okubo algebra.

  • 11:00-12:00 — Conformal Geometric Algebra with Geometric Applications

    Speaker: Hongbo Li (Chinese Academy of Sciences, Beijing, China)

    Abstract: Conformal Geometric Algebra (CGA) provides an ideal coordinate-free geometric-algebraic language for describing and manipulating geometric relations. This talk introduces some basics of CGA together with some further developments, including Null Geometric Algebra and Null Bracket Algebra, and then introduces by examples some applications of CGA in classical geometry.

  • 12:00-12:30 — Break

  • 12:30-13:30 — Multi-Scale Feature Extraction and Color Image Hashing Based on SVD of Split Quaternion Matrices

    Speaker: Gang Wang (Qufu Normal University, Qufu, China; NEFU, Yakutsk, Russia)

    Abstract: This practical session will be devoted to discussing multi-scale feature extraction and color image hashing based on the singular value decomposition of split quaternion matrices. It will cover the split quaternion model for color images, the special singular value form a+bk, and techniques for generating robust and discriminative image hashes for image retrieval and copyright protection.

  • 13:30-14:30 — Efficient Quaternion Matrix Decomposition Algorithms and Their Applications to Least-Squares Problems and Color Image Processing

    Speaker: Dong Zhang (Qufu Normal University, Qufu, China; NEFU, Yakutsk, Russia)

    Abstract: This practical session covers the theoretical foundations and computational aspects of commutative quaternion matrix decompositions, including LU, SVD, GSVD, and QR decompositions. Emphasis is placed on the algebraic structure and numerical efficiency of these decomposition algorithms within the framework of commutative quaternion analysis. The session further demonstrates how these algorithms can be effectively applied to several least-squares problems and advanced tasks in color image processing, highlighting their advantages in representing and processing multidimensional data.

  • 10:00-11:00 — Generalized Clifford Algebras and the N-th Root of Linear Differential Equations of Higher Order

    Speaker: Carlos Castro Perelman (Bahamas Advanced Science Institute and Conferences, Long Island, Bahamas; Quantum Gravity Research, Los Angeles, USA)

    Abstract: It is shown how generalized Clifford algebras allows to construct the N-th root of N-order linear differential equations involving massless and massive particles. The N-th higher-order linear differential equation is equivalent, after a factorization and cyclic permutation of the factors, to N first-order differential equations. Explicit solutions are found. We conclude with the study of the generalized Dirac equation and gauge theories in Generalized Clifford Spaces.

  • 11:00-12:00 — Lanczos' Biquaternionic Equation to Replace Dirac's Equation

    Speaker: Nikolay Marchuk (Steklov Mathematical Institute of RAS; HSE University, Moscow, Russia)

    Language: Russian

    Abstract: I plan to talk about the Lanczos equation (1929) and its conservative modification. Let's discuss the question of whether it is possible to use the Lanczos equation as a replacement for the Dirac equation in the modified Standard Model of Elementary Particles.

  • 12:00-12:30 — Break

  • 12:30-13:30 — On the Real-Valued Analogue of the Multidimensional Dirac Equation

    Speaker: Sofiia Rumiantseva (HSE University, Moscow, Russia)

    Abstract: In the talk, we will introduce the multidimensional Dirac–Hestenes equation, a real-valued analogue of the Dirac equation formulated in the geometric algebra Cl(1,n), and discuss some of its fundamental properties. It is known that the classical four-dimensional Dirac equation is equivalent to the Dirac–Hestenes equation in geometric algebra Cl(1,3). It means that one might obtain a solution to the Dirac–Hestenes equation using a solution to the Dirac equation and vice versa. The Dirac–Hestenes equation may provide a deeper understanding of geometry in various tasks, as the considering wave function is entirely real. We will show that the theory is extended to the multidimensional case. Since the matrix representation of complex geometric algebra depends on the parity of n, the cases of even and odd n are analyzed separately. In the even-dimensional case, there are two types of spinors which are solutions to the Dirac equation: semi-spinors and double spinors. Additionally, we will demonstrate that the multidimensional Dirac–Hestenes equation exhibits both gauge invariance and Lorentz invariance.

  • 13:30-14:30 — Two-State Quantum Systems Revisited: A Clifford Algebra Approach

    Speaker: Pedro Amao (Pontifical Catholic University of Peru, Lima, Peru)

    Abstract: We revisit the topic of two-state quantum systems using the Clifford algebra in three dimensions, denoted Cl3. In this formulation, both quantum states and operators are expressed entirely as elements of Cl3, due to the algebra isomorphism between the algebra of 2x2 complex matrices (the Pauli algebra) and Cl3. Although no new results are presented, the Clifford algebra framework allows us to uncover the intrinsic geometric structure of these quantum systems.

  • 10:00-11:00 — Geometric Algebra: A Foundational Language for Geospatial Intelligence

    Speaker: Yu Zhaoyuan (Nanjing Normal University, Nanjing, China)

    Abstract: This presentation redefines geospatial analysis via a formal 'geographical language' framework, centered on Geometric Algebra as its mathematical core. Derived from a tri-world ontology (Natural, Human, Information), the framework decomposes spatiotemporal phenomena into a '7x7 periodic table' (7 elements × 7 dimensions), transforming unstructured data into machine-readable knowledge. It enables seamless translation of geographical semantics into Geometric Algebra-based computations, empowering AI systems (e.g., LLMs) with a semantic scaffold for automated reasoning. This work establishes the foundational science for geospatial Intelligence, advancing beyond 'where' to explain 'why', with actionable applications in smart cities, environmental management, and sustainable development.

  • 11:00-12:00 — Equivariant Neural Networks Based on Clifford Geometric Algebras: Theory and Applications

    Speaker: Ekaterina Filimoshina (HSE University, Moscow, Russia)

    Abstract: This talk presents geometric algebras as a foundational framework for designing neural networks that are equivariant with respect to any pseudo-orthogonal transformation, such as rotations and reflections. We focus on the key mathematical result that enables this: the fundamental relationship between pseudo-orthogonal matrix groups and Lipschitz groups in geometric algebras. We will provide the motivation, consider the mathematical details, demonstrate current state-of-the-art equivariant models based on geometric algebras, present our own results on this topic, and discuss open questions.

  • 12:00-12:30 — Break

  • 12:30-13:30 — Algebraic Algorithms for Eigen-Problems of a Reduced Biquaternion Matrix and Applications

    Speaker: Zhenwei Guo (Liaocheng University, Liaocheng, China; NEFU Yakutsk, Russia)

    Abstract: This report investigates the eigen-problems of reduced biquaternion matrices using their complex representations. Constructive algebraic algorithms are proposed to compute eigenvalues and eigenvectors, addressing the challenges caused by zero divisors in reduced biquaternion algebra. The study reveals that such matrices possess infinitely many eigenvalues and that multiple eigenvalues may correspond to the same eigenvector.

  • 13:30-14:30 — On commutative analogues of Clifford algebras

    Speaker: Heerak Sharma (Indian Institute of Science Education and Research, Pune, India)

    Abstract: In this talk, we will introduce commutative analogues of Clifford algebras – algebras defined in the same way as Clifford algebras but their generators commute instead of anti-commuting. We will show that these algebras have two 'isomorphism classes’ – any commutative analogue of Clifford algebra is either isomorphic to the multicomplex numbers or the 'multi-split-complex numbers'. We will discuss a tensor product decomposition, a direct sum decomposition and a representation for these algebras. We will end the discussion by giving formulas for multiplicative inverse in these algebras.

Registration

To participate in the International School for Students and Young Scientists 'Quaternions, Geometric Algebras and Applications', please register using the link below.

Registration

Local Organizers

Dmitry Shirokov

Head of Laboratory for Geometric Algebra and Applications, Professor of Department of Mathematics, HSE University (Moscow, Russia)

Ekaterina Filimoshina

Laboratory for Geometric Algebra and Applications, Department of Mathematics, HSE University (Moscow, Russia)

Q&A

How to join the School?

To join, you need to complete the registration process. All organizational information, including the link to the broadcast, will be sent to registered participants. School participants are welcome to present their talks related to the event's themes. Presentation proposals (title and short abstract) should be submitted during registration.

Should I participate if I'm not familiar with quaternions and geometric algebras?

Yes, absolutely! Our speakers will cover all necessary fundamentals during their presentations. The School is designed to be useful and accessible for participants with different background levels.

Will participation certificates be issued?

Yes. If you require a School participation certificate, please contact the organizers at gaa.lab.hse@gmail.com after the completion of all program events.

Will the video recordings of presentations be available?

Yes. After the School concludes, video recordings of the presentations will be sent to all registered participants.

I still have questions about the School. Where can I contact?

We'll be happy to answer all your questions! Please email us at gaa.lab.hse@gmail.com.