IQMT connects symmetry, topology, electronic structure, and experimentally measurable responses. Our work spans multiferroics, correlated systems, topological transport, spin dynamics, and AI-guided discovery workflows.
Researchers working across theory, computation, and emergent materials phenomena.
Spin-lattice coupling, multiferroics, emergent quantum phenomena.
Microscopic mechanisms of magnetoelectric coupling — Physical Review B.
Building microscopic theory for functional quantum materials. Connecting symmetry, topology, and experimentally measurable responses.
Correlated electrons, ab-initio modeling, spectroscopy.
Correlation-driven phases in quantum oxides — npj Computational Materials.
Combining first-principles methods with model Hamiltonians. Turning complex many-body effects into predictive materials insights.
Topological matter, transport theory, Berry-phase effects.
Topological transport in low-symmetry crystals — Physical Review Letters.
Exploring topology beyond idealized textbook systems. Linking band geometry to robust transport signatures.
Machine learning for materials, atomistic simulations, phase discovery.
Data-driven discovery of quantum phase boundaries — Journal of Chemical Physics.
Using AI-guided workflows to accelerate materials discovery. Bridging simulation data and physically interpretable descriptors.
Magnetism, spin dynamics, nonequilibrium phenomena.
Ultrafast spin dynamics in frustrated magnets — Physical Review B.
Studying how spins evolve on ultrafast timescales. Revealing dynamical pathways to control magnetic states.
Electronic structure, low-dimensional materials, quantum interfaces.
Electronic reconstruction at oxide interfaces — Advanced Functional Materials.
Investigating interfaces where new quantum states emerge. Designing structure-property links for next-generation devices.
Selected recent work highlighting theory-led advances in quantum materials.
A symmetry-resolved theory identifies dominant spin-lattice channels responsible for electric polarization in noncollinear magnets.
Berry curvature hot spots in low-symmetry bands produce anisotropic Hall-like responses without conventional ferromagnetism.
A hybrid ML + theory framework maps phase transitions from sparse simulation data while preserving physically meaningful order parameters.
Recent talks and meeting highlights connected to the group’s research directions.
Search results for Artyukhin at DPG Dresden 2026