Matlantis-PFP v8: Universal Machine Learning Interatomic Potential with Better Experimental Agreements via r2SCAN Functional
Fuente:
arXiv
Guardado en:
| Autores principales: | Shinagawa, Chikashi, Takamoto, So, Shintani, Daiki, Zhuang, Yong-Bin, Tsuboi, Yuta, Nishimra, Katsuhiko, Shinohara, Kohei, Iwase, Shigeru, Tanaka, Yuta, Li, Ju |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Efficient Crystal Structure Prediction Using Universal Neural Network Potential with Diversity Preservation in Genetic Algorithms
por: Shibayama, Takuya, et al.
Publicado: (2025)
por: Shibayama, Takuya, et al.
Publicado: (2025)
LightPFP: A Lightweight Route to Ab Initio Accuracy at Scale
por: Li, Wenwen, et al.
Publicado: (2025)
por: Li, Wenwen, et al.
Publicado: (2025)
Generative Model for Constructing Reaction Path from Initial to Final States
por: Hayashi, Akihide, et al.
Publicado: (2024)
por: Hayashi, Akihide, et al.
Publicado: (2024)
PFP/MM: A Hybrid Approach Combining a Universal Neural Network Potential with Classical Force Fields for Large-Scale Reactive Simulations
por: Miyazaki, Yu, et al.
Publicado: (2026)
por: Miyazaki, Yu, et al.
Publicado: (2026)
Physics-Informed Weakly Supervised Learning for Interatomic Potentials
por: Takamoto, Makoto, et al.
Publicado: (2024)
por: Takamoto, Makoto, et al.
Publicado: (2024)
Conserved quantities and ensemble measure for Martyna--Tobias--Klein barostats with restricted cell degrees of freedom
por: Shinohara, Kohei
Publicado: (2026)
por: Shinohara, Kohei
Publicado: (2026)
Study on a Quantization Condition and the Solvability of Schrödinger-type Equations
por: Nasuda, Yuta
Publicado: (2024)
por: Nasuda, Yuta
Publicado: (2024)
Assessing Vibrational Frequencies of CO Adsorbed on Cerium Oxide Surfaces Using SCAN and r2SCAN Functionals
por: Contreras-Payares, Alexander, et al.
Publicado: (2025)
por: Contreras-Payares, Alexander, et al.
Publicado: (2025)
Origin of the power-law profile in a core-collapsing galactic globular-cluster model
por: Ito, Yuta
Publicado: (2025)
por: Ito, Yuta
Publicado: (2025)
Interrelation among Solvable Potentials and Extensions of SWKB Quantization Condition
por: Nasuda, Yuta
Publicado: (2025)
por: Nasuda, Yuta
Publicado: (2025)
Revisiting intrinsic spin defects in hexagonal boron nitride with r2SCAN
por: Filippatos, Petros-Panagis, et al.
Publicado: (2025)
por: Filippatos, Petros-Panagis, et al.
Publicado: (2025)
Theoretical characterization of NV-like defects in 4H-SiC using ADAQ with the SCAN and r2SCAN meta-GGA functionals
por: Abbas, Ghulam, et al.
Publicado: (2025)
por: Abbas, Ghulam, et al.
Publicado: (2025)
Large-Scale, Long-Time Atomistic Simulations of Proton Transport in Polymer Electrolyte Membranes Using a Neural Network Interatomic Potential
por: Yoshimoto, Yuta, et al.
Publicado: (2025)
por: Yoshimoto, Yuta, et al.
Publicado: (2025)
Asymptotics of the IDS for Schrödinger operators with singular potentials and Gibbs point processes
por: Nakagawa, Yuta
Publicado: (2026)
por: Nakagawa, Yuta
Publicado: (2026)
Finding well-optimized special quasirandom structures with decision diagram
por: Shinohara, Kohei, et al.
Publicado: (2021)
por: Shinohara, Kohei, et al.
Publicado: (2021)
Harmonic Oscillator with a Step and its Isospectral Properties
por: Nasuda, Yuta, et al.
Publicado: (2023)
por: Nasuda, Yuta, et al.
Publicado: (2023)
Impact of Local Descriptors Derived from Machine Learning Potentials in Graph Neural Networks for Molecular Property Prediction
por: Uchiyama, Ryoichi, et al.
Publicado: (2026)
por: Uchiyama, Ryoichi, et al.
Publicado: (2026)
Integrable discretizations of the SIR model
por: Tanaka, Yuta, et al.
Publicado: (2022)
por: Tanaka, Yuta, et al.
Publicado: (2022)
Neel vector dependent orbital Hall effect in altermagnetic RuO2
por: Yahagi, Yuta
Publicado: (2024)
por: Yahagi, Yuta
Publicado: (2024)
Electron Localization in Non-Compact Covalent Bonds Captured by the r2SCAN+V Approach
por: Zhang, Yubo, et al.
Publicado: (2025)
por: Zhang, Yubo, et al.
Publicado: (2025)
Magnetic Helicity, Magnetic Monopoles, and Higgs Winding
por: Fukuda, Hajime, et al.
Publicado: (2025)
por: Fukuda, Hajime, et al.
Publicado: (2025)
MP-ALOE: An r2SCAN dataset for universal machine learning interatomic potentials
por: Kuner, Matthew C., et al.
Publicado: (2025)
por: Kuner, Matthew C., et al.
Publicado: (2025)
$Z^\prime$ induced forward dominant processes in $μ$TRISTAN experiment
por: Das, Arindam, et al.
Publicado: (2024)
por: Das, Arindam, et al.
Publicado: (2024)
Resonant leptogenesis in minimal $U(1)_X$ extensions of the Standard Model
por: Das, Arindam, et al.
Publicado: (2024)
por: Das, Arindam, et al.
Publicado: (2024)
Critical quantum states and hierarchical spectral statistics in a Cantor potential
por: Iwase, F.
Publicado: (2026)
por: Iwase, F.
Publicado: (2026)
Real-space topological characterization of quasiperiodic quantum walks: Boundary-dependent phases and the Schur index
por: Iwase, F.
Publicado: (2026)
por: Iwase, F.
Publicado: (2026)
Non-invertible duality defect and non-commutative fusion algebra
por: Nagoya, Yuta, et al.
Publicado: (2023)
por: Nagoya, Yuta, et al.
Publicado: (2023)
Two-dimensional fluorescence spectroscopy with quantum entangled photons: Idler-referenced timing without pump detection
por: Fujihashi, Yuta, et al.
Publicado: (2025)
por: Fujihashi, Yuta, et al.
Publicado: (2025)
Method of Filtration in first passage time problems
por: Sakamoto, Yuta, et al.
Publicado: (2024)
por: Sakamoto, Yuta, et al.
Publicado: (2024)
Geometrical scheduling of adiabatic control without information of energy spectra
por: Shingu, Yuta, et al.
Publicado: (2025)
por: Shingu, Yuta, et al.
Publicado: (2025)
Finding Optimal Pathways in Chemical Reaction Networks Using Ising Machines
por: Mizuno, Yuta, et al.
Publicado: (2023)
por: Mizuno, Yuta, et al.
Publicado: (2023)
Continuous-time evolution via probabilistic angle interpolation and its applications
por: Hayata, Tomoya, et al.
Publicado: (2026)
por: Hayata, Tomoya, et al.
Publicado: (2026)
A Quantum Algorithm for Dynamic Mode Decomposition Integrated with a Quantum Differential Equation Solver
por: Mizuno, Yuta, et al.
Publicado: (2023)
por: Mizuno, Yuta, et al.
Publicado: (2023)
Quadratic Formulation of Mutual Information for Sensor Placement Optimization using Ising and Quantum Annealing Machines
por: Nakano, Yuta, et al.
Publicado: (2024)
por: Nakano, Yuta, et al.
Publicado: (2024)
Folding QQ-relations and transfer matrix eigenvalues: towards a unified approach to Bethe ansatz for super spin chains
por: Tsuboi, Zengo
Publicado: (2023)
por: Tsuboi, Zengo
Publicado: (2023)
Disorder-Induced Slow Relaxation of Phonon Polarization
por: Suzuki, Yuta, et al.
Publicado: (2025)
por: Suzuki, Yuta, et al.
Publicado: (2025)
Reinforcement-Learning-Designed Field-Free Sub-Nanosecond Spin-Orbit-Torque Switching
por: Igarashi, Yuta, et al.
Publicado: (2025)
por: Igarashi, Yuta, et al.
Publicado: (2025)
Enumerating 6D supergravities with $T\leq 1$
por: Hamada, Yuta, et al.
Publicado: (2024)
por: Hamada, Yuta, et al.
Publicado: (2024)
A Casimir obstruction to asymptotically flat black-brane completions of non-supersymmetric 7-branes
por: Hamada, Yuta, et al.
Publicado: (2026)
por: Hamada, Yuta, et al.
Publicado: (2026)
Primitive Pythagorean triples and neutrino mixing
por: Hyodo, Yuta, et al.
Publicado: (2024)
por: Hyodo, Yuta, et al.
Publicado: (2024)
Ejemplares similares
-
Efficient Crystal Structure Prediction Using Universal Neural Network Potential with Diversity Preservation in Genetic Algorithms
por: Shibayama, Takuya, et al.
Publicado: (2025) -
LightPFP: A Lightweight Route to Ab Initio Accuracy at Scale
por: Li, Wenwen, et al.
Publicado: (2025) -
Generative Model for Constructing Reaction Path from Initial to Final States
por: Hayashi, Akihide, et al.
Publicado: (2024) -
PFP/MM: A Hybrid Approach Combining a Universal Neural Network Potential with Classical Force Fields for Large-Scale Reactive Simulations
por: Miyazaki, Yu, et al.
Publicado: (2026) -
Physics-Informed Weakly Supervised Learning for Interatomic Potentials
por: Takamoto, Makoto, et al.
Publicado: (2024)