Matthias Schmidt

TDK-EPC (Germany) — Germany

Materials Science · Physical Sciences

40h-index6.3kcitations446works4.72yr avg
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Research Topics

Material Dynamics and Properties(126), Phase Equilibria and Thermodynamics(93), Advanced Thermodynamics and Statistical Mechanics(87), Theoretical and Computational Physics(53), Pickering emulsions and particle stabilization(31)

Publications446 total

Determining the Chemical Potential via Universal Density Functional Learning
Physical Review Letters·2025Open Access
Learning the bulk and interfacial physics of liquid–liquid phase separation with neural density functionals
The Journal of Chemical Physics·2025· 3 citedOpen Access
The European Commission's Rule of Law Report in the area of judicial independence
Edward Elgar Publishing eBooks·2025
Quantum statistical mechanical gauge invariance
arXiv (Cornell University)·2025Open Access
Simulation-Based Analysis of Thermal Effects Induced by RF Interference in MEMS Microphones
2025· 1 cited
Investigating the Role of Thermal Effects in RF Immunity of MEMS Microphones
2025· 1 cited
Dynamical gauge invariance of statistical mechanics
arXiv (Cornell University)·2025Open Access
Why gauge invariance applies to statistical mechanics
Journal of Physics A Mathematical and Theoretical·2025· 1 citedOpen Access
Metadensity Functional Theory for Classical Fluids: Extracting the Pair Potential
Physical Review Letters·2025· 7 citedOpen Access
Neural Density Functional Theory of Liquid-Gas Phase Coexistence
Physical Review X·2025· 11 citedOpen Access
Fabrik für die Kreislaufwirtschaft/Factories for the circular economy
wt Werkstattstechnik online·2025Open Access
Why hyperdensity functionals describe any equilibrium observable
Journal of Physics Condensed Matter·2024· 6 citedOpen Access
Gauge Invariance of Equilibrium Statistical Mechanics
Physical Review Letters·2024· 10 cited
Metadensity functional theory for classical fluids: Extracting the pair potential
arXiv (Cornell University)·2024Open Access
Why hyperdensity functionals describe any equilibrium observable
arXiv (Cornell University)·2024Open Access
Why gauge invariance applies to statistical mechanics
arXiv (Cornell University)·2024· 1 citedOpen Access
Neural density functionals: Local learning and pair-correlation matching
Physical review. E·2024· 14 cited
Hyperdensity Functional Theory of Soft Matter
Physical Review Letters·2024· 12 cited
Neural density functional theory of liquid-gas phase coexistence
arXiv (Cornell University)·2024· 3 citedOpen Access
Neural force functional for non-equilibrium many-body colloidal systems
Machine Learning Science and Technology·2024· 10 citedOpen Access
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Frequent Co-authors

Hartmut Löwen(10), Daniel de las Heras(9), J. M. Brader(7), Andrea Fortini(6), Marjolein Dijkstra(5), Robert Evans(4), Sophie Hermann(4), Yaakov Rosenfeld(3), Hendrik Reich(3), H. N. W. Lekkerkerker(2), P. Tarazona(2), Joachim Dzubiella(2), Ansgar Esztermann(2), Dirk G. A. L. Aarts(1), C. D. Beidler(1), Klaus Allmaier(1), M. Yu. Isaev(1), Sergei Kasilov(1), Winfried Kernbichler(1), Georg Leitold(1)